{"as_of":"2026-08-08T01:33:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:2151fee4fccb0270044a314c0e0647a1841b0c350504401f7a8123538b4ceed5","coverage":[{"denominator":79,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":79,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T04:50:53.343032Z","state":"measured"},{"denominator":79,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":79,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2606.07722/citation-record","integrity":"/paper/2606.07722/integrity","json":"/paper/2606.07722/citation-record.json","paper":"/paper/2606.07722"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.419392Z","title":"Het begin van het computertijdperk in Nederland, AUP, Amsterdam, 2016, In Dutch","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.419392Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:e7707220cb83d7160952c0d6b28bfbb5e9a51c76dc37e7a90446b669ca0d2636","observation_id":"bc17f677-0d07-422b-b401-6f6c45c6b5b3","resolution":{"observed_at":"2026-08-04T04:50:44.419392Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.533768Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.533768Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:49d07525b83c284974d42b8824f0690329534344181e4cf54539bba83369059d","observation_id":"82619be3-d966-4c6d-8fd0-e8d8830c2dfc","resolution":{"observed_at":"2026-08-04T04:50:44.533768Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.600021Z","title":"Bailey,When push comes to shove: A computational model of the role of motor control in the acquisition of action verbs, Ph.D","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.600021Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:711396b8e355e444db7d7cd7b495db8d4d0f0099f623d129ddee860161fac8fc","observation_id":"2e0e08e3-dfa8-4935-a108-5b6701f9f7ca","resolution":{"observed_at":"2026-08-04T04:50:44.600021Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.660156Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.660156Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:7a73fc9588d426d67ab25556d4f97f030d77d89023ce51a2cc7ed7ed5d4701ee","observation_id":"9a95fb91-61e3-4825-8d13-e484ce2738df","resolution":{"observed_at":"2026-08-04T04:50:44.660156Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.732947Z","title":"Townsend,Ecology: From individuals to ecosystems, 5e ed., Wiley Blackwell, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.732947Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:53edcd7d4f9d998eda82e02e53a7bab56d89647463a74599cf7fb7c5f147b338","observation_id":"8f456c7f-ae2c-48a7-965a-7ab16968ef9a","resolution":{"observed_at":"2026-08-04T04:50:44.732947Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.792513Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.792513Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:c75f16e62e5ee1ac0556c5e996a8fee4884ac872f32032cb64774be3ee3bc6d4","observation_id":"58e42eae-323a-40db-847a-092814eef9e3","resolution":{"observed_at":"2026-08-04T04:50:44.792513Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.902426Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.902426Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:3f767e8f53a751850aea1c6a1ba516afb620eb7f7821eea0755cf9e865e55312","observation_id":"660c9337-e4a2-4d4c-bdde-44702f718ef4","resolution":{"observed_at":"2026-08-04T04:50:44.902426Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:44.979610Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:44.979610Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:c55c02fa28dbb8a47b0a7f1becd988340dc4e81d85bab414e1007d85e6601c96","observation_id":"1c57bc6f-f0b9-482f-9029-993e40cbc708","resolution":{"observed_at":"2026-08-04T04:50:44.979610Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.088986Z","title":"1 & 2, Clarendon, Oxford University Press, 2006","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.088986Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:0bb9f01815dd63c45bda0dab2937ba5ff6f2e2108dcfe770a0dd2776907a1e0a","observation_id":"99a8c1df-be92-49fd-aeeb-0f5771b1df12","resolution":{"observed_at":"2026-08-04T04:50:45.088986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.173135Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.173135Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:1115875583973488fbaca09cf05447f1ba81a6655aac0ba6510cc25161cb78e5","observation_id":"3fd8bdbe-e94c-4141-869a-e759f6e1e9a5","resolution":{"observed_at":"2026-08-04T04:50:45.173135Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.346541Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.346541Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:16fe2d5793e88b934e6a6d976e0771dcc6596a125d61a741cf3a6a6d77b8b94b","observation_id":"066cd4e1-fd42-4c09-9caa-93ebe3f669e0","resolution":{"observed_at":"2026-08-04T04:50:45.346541Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.494884Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.494884Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:dd54b1a537544202f128fe2dfdd4d30060641cfe8372e3186c29d131bc74b2aa","observation_id":"482ab79b-4ac0-45bc-a129-723ed97d93f5","resolution":{"observed_at":"2026-08-04T04:50:45.494884Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.619614Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.619614Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:42288a634d9d1f34b3d03a620ff74f20ea9a3d963ec5a3a19fb636a3552bae8e","observation_id":"ebbdc556-77ee-4517-945b-4486be3aa827","resolution":{"observed_at":"2026-08-04T04:50:45.619614Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.763092Z","title":"How Our Minds Predict and Shape Reality, Penguin, 2024 (2023)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.763092Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:d1b4877ac8c4c8f548b2ee8060aef1bbd46e29a12d09735844284725f04e00ae","observation_id":"3ed8cb5f-ddea-49d3-834f-91a5fb85d563","resolution":{"observed_at":"2026-08-04T04:50:45.763092Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:45.862698Z","title":"Dewey,Don ’t Breathe the Air: Air Pollution and U.S","venue":null,"work_id":null,"year":1945},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:45.862698Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:4e4c2de9d95ded1cec5543f34b4bfadcbb3ac8f5efb5780856e4d1c733e981db","observation_id":"7f235409-1dc6-44dc-bfa4-98e947687a04","resolution":{"observed_at":"2026-08-04T04:50:45.862698Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.073359Z","title":"Consulted om May 29, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.073359Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:59d016e69bae30aa490f554fcd17b2225e8f5517e7097ec3254d9c74c3b42741","observation_id":"a2c138d0-81f2-4a97-bc08-c9d2dae186f8","resolution":{"observed_at":"2026-08-04T04:50:46.073359Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.206590Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.206590Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:507858742fc739635cef0e17ac959a6302f4aad2764f3a9d746fd9b27ed6a5cb","observation_id":"d5c48d85-edd1-4a41-8960-4779df8267a8","resolution":{"observed_at":"2026-08-04T04:50:46.206590Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.341709Z","title":"September 2025, pp","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.341709Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:8ffeda9292bbca9629f687c8c153b5e76ef9ff8dc919b749e135024a4dd295ba","observation_id":"e16ab0cd-ea95-498e-92a7-4f79f8c180fa","resolution":{"observed_at":"2026-08-04T04:50:46.341709Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.478991Z","title":"In Dutch, translated from French by Hans E","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.478991Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:6a0d416cff438ed208fb7173bdd66be5d6e86d99c3451a75000aa16a7efb833c","observation_id":"5ccb782a-ea42-4050-b3b9-ddee10411d42","resolution":{"observed_at":"2026-08-04T04:50:46.478991Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.543041Z","title":"Conceptual blending and the mind’s hidden complexities, Basic Books, 2002","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.543041Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:a8df065dfa6dace46058bae77d4f8f7a2b61ad2315f82834e3a4bd09b2fd6cb1","observation_id":"d0aaf12f-1504-4a5b-9573-cd389674f5b6","resolution":{"observed_at":"2026-08-04T04:50:46.543041Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.628942Z","title":"Feldman,From Molecule to Metaphor","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.628942Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:66ecfff70308946737011cef4f6f63c063458574921b697f00d9cbe927ba995d","observation_id":"ee7c7bbb-398c-4137-9258-06c3202e5e36","resolution":{"observed_at":"2026-08-04T04:50:46.628942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.798922Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.798922Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:af725f9194b553b685af17a3d3f2c404b431f201d6b98ad2d4ae4b3a9ee53573","observation_id":"bb45b160-57e3-4087-bfb6-6d235cda4239","resolution":{"observed_at":"2026-08-04T04:50:46.798922Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.869203Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.869203Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:ba77e0487092275ccf3bb0505e562c1f61e47c05795581956b0a8df7812507d8","observation_id":"3e504bd6-adb9-44cf-b30c-16ed0aa0ec98","resolution":{"observed_at":"2026-08-04T04:50:46.869203Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:46.990346Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:46.990346Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:fb7633109977d96848572f17d239a26008b2f26451ec59c475ad8533ce6a4029","observation_id":"eb64fa26-52b9-459c-a100-d90a2e9cc497","resolution":{"observed_at":"2026-08-04T04:50:46.990346Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:47.120032Z","title":"Heyes,New thinking: the evolution of human cognition, Philosophical Transactions of the Royal Society (2012), pp","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:47.120032Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:566084b469af28c02c856feaada7e8502d9cf1ccb1eb5641b0435c52052e162d","observation_id":"fda65ee6-da32-4fe5-bae3-a0ff81121e4d","resolution":{"observed_at":"2026-08-04T04:50:47.120032Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:47.294950Z","title":"Analogy as the Fuel and Fire of Thinking, Basic Books, 2013","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:47.294950Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:7f01d649cb5737ed8186d134ab43c4183535ff7ed2bf78d5db97079a45ef6f7f","observation_id":"1bd134f4-2c6c-4d63-9bc9-e73daab5276f","resolution":{"observed_at":"2026-08-04T04:50:47.294950Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:47.467710Z","title":"Holyoak, Nicholas Ichien, and Hongjing Lu,Analogy and the Gen- eration of Ideas, Creativity Research Journal36(2024), no","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:47.467710Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:079666f6a7df4d26961f90832cb26964997f968e4e73e836d836bc90cab40139","observation_id":"3bcdacfd-91e7-4714-9398-7faa06fcaf56","resolution":{"observed_at":"2026-08-04T04:50:47.467710Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:47.618715Z","title":"Kelly,Smogtown: The Lung-Burning History of Pollution in Los Angeles, Overlook Press, Woodstock & New York, 2008","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:47.618715Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:e8c37111b3567a3d94894c4f26da9331f025e53bcdb86cec09edcb6e08479dd4","observation_id":"445aec22-0cec-4ded-a6fc-18723d258ff4","resolution":{"observed_at":"2026-08-04T04:50:47.618715Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:47.750481Z","title":"1, 155–205, DOI","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:47.750481Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:0d79dd4ed775105def134074ea1babe51ce43174f85b8738e11be21f8fb3c2dd","observation_id":"c8d423f5-e73b-471c-85eb-6152d72dd002","resolution":{"observed_at":"2026-08-04T04:50:47.750481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:47.876481Z","title":"How our bodies give rise to understanding, The University of Chicago Press, 2017","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:47.876481Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:dc12900d9208ff9dd57f1040799264228fb25c78686d09720bcb010f8594f54a","observation_id":"88217071-2e7a-42f5-b287-bc90aea822ef","resolution":{"observed_at":"2026-08-04T04:50:47.876481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.007721Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.007721Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:d9b6b2baee8960d01a8ba550de095093ca3029f016c0d21c67bc8a559fc22da9","observation_id":"fac57d37-341e-488a-b8e8-be4fa7077a27","resolution":{"observed_at":"2026-08-04T04:50:48.007721Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.109749Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.109749Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:597ffd166c169e86c7d6985b641221c48b10fad595dc7f617cf03d8ed698f7bc","observation_id":"193dbdfb-94ae-4aa4-ae7d-802ea902f293","resolution":{"observed_at":"2026-08-04T04:50:48.109749Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.230753Z","title":"The New Science of Animal Com- munication, Penguin, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.230753Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:33e199c8d8bbdfb10d6bf6e0a9e7109581ae94bdc5816b7de3587cd1de1b1a11","observation_id":"b41a7d3a-fde1-4753-aff5-d1b7e65987d4","resolution":{"observed_at":"2026-08-04T04:50:48.230753Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.451371Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.451371Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:8212115c22bf0f467ac4f5a356f146f15120160f6e908980320fde2ea60c191e","observation_id":"60f4cc87-5152-4a91-964c-c4ff6c65ab6d","resolution":{"observed_at":"2026-08-04T04:50:48.451371Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.626791Z","title":"Koyejo, S","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.626791Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:c06c8a76b589162f87cbbcb6beed08d2e29c0605b82aaa2e93be6fead20fa18e","observation_id":"aa4ae06b-df42-4781-b11d-c50a611a0d37","resolution":{"observed_at":"2026-08-04T04:50:48.626791Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.795711Z","title":"September 20-21, Achtergrond pp","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.795711Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:cf4a7008fc19f800b31e1074635bd4df9a26a65488e60b41b374f04af74631e2","observation_id":"3dfc404b-9508-44c9-ab77-20d1bb7a0ab3","resolution":{"observed_at":"2026-08-04T04:50:48.795711Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:48.956645Z","title":"Kumar,Large language models (LLMs): survey, technical frameworks, and future challenges, Artificial Intelligence Review57(2024), p","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:48.956645Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:88b73bc09394e66c438dba3e4ee7a97f4dd03025e578549c1ca220fd355867d0","observation_id":"2b5946fb-b4b6-4bbd-bfae-c16948374d46","resolution":{"observed_at":"2026-08-04T04:50:48.956645Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.130667Z","title":"When we merge with AI, The Bodley Head, Penguin, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.130667Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:e65a6fc31a23510b03e2243d032c2c73d30177a50af11d079bf7fa0670ff2c64","observation_id":"7a875b88-037c-4527-b33c-e5b60d778893","resolution":{"observed_at":"2026-08-04T04:50:49.130667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.302357Z","title":null,"venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.302357Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:4a731d168bdf3e8e6317906571f8130964e06be398812f91d48e952f8df7a772","observation_id":"ed7388f7-b404-4e9d-9bf9-0c49ad10619e","resolution":{"observed_at":"2026-08-04T04:50:49.302357Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.435346Z","title":"ed., The University of Chicago Press, Chicago, IL, 2003 (1980)","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.435346Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:bdb0472be15554caa9a92b168281487c55a45e8e2421a3ac47eb72ff14189c4d","observation_id":"efa2ae1a-397e-4c67-9654-8d530db6d367","resolution":{"observed_at":"2026-08-04T04:50:49.435346Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.601435Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.601435Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:18695fe82bc0b83ca39468de7a59d77f6b301a9c047368bad720bbd0e873bcda","observation_id":"2415ae2d-b516-4446-ae1b-74d1dafc1ead","resolution":{"observed_at":"2026-08-04T04:50:49.601435Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.763159Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.763159Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:71dc7525f4cfa07276794fd51117ce9d385f709d6a984f878e9769bdec8eafd5","observation_id":"eba26398-24f5-4284-8d01-7a9b52d60db5","resolution":{"observed_at":"2026-08-04T04:50:49.763159Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.783856Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.783856Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:af7e9cc4524a1b00b07f71dca478ae9d9df0293dd5adf9d7a62a07f002752408","observation_id":"2e7a1599-0e31-4279-8a40-ea2e101d87f8","resolution":{"observed_at":"2026-08-04T04:50:49.783856Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:49.867384Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:49.867384Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:2c989313032f3101afb9f54d2fdc8c1513c2be545cd8b6d20ae1faa5ab9ac8b2","observation_id":"f39d6b5c-6056-4c50-80ca-0c6267db7277","resolution":{"observed_at":"2026-08-04T04:50:49.867384Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.020298Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.020298Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:0474b0a4e18055166472b8a1ab303f798dab62635465eefa843cd8a60897c5ca","observation_id":"c8147e6f-29f7-4ccb-a47b-134cb5a81b69","resolution":{"observed_at":"2026-08-04T04:50:50.020298Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.094226Z","title":"Liu, Aditya Joshi, and Paul Dawson,Narrative Theory-Driven LLM Methods for Automatic Story Generation and Understanding: A Sur- vey, 2026, arXiv, DOI","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.094226Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:f2a525c6a03906dcfdc5feea5f2ec2d26d356b1a68110725b42194462b669836","observation_id":"a96bbb9d-ebfb-436a-8b06-d6263ac789f7","resolution":{"observed_at":"2026-08-04T04:50:50.094226Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.190216Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.190216Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:3b7df9ebc7b6906a2eece67259da08b3a90b84cc011d223952977b761ca1d172","observation_id":"09191198-bfb1-455e-9c1c-fd32baa0b238","resolution":{"observed_at":"2026-08-04T04:50:50.190216Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.317143Z","title":"Op zoek naar het bewustzijn van mens, dier en plant (en misschien zelfs AI), Uitgeverij Balans, 2025, in Dutch","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.317143Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:5b25d6932dc37999ca86233f1fc4387dba681c7711432bccf42913134c67f0a1","observation_id":"c41b9bb7-4fcb-444c-98ee-46d1d43493f3","resolution":{"observed_at":"2026-08-04T04:50:50.317143Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.428082Z","title":"Maturana and Francisco J","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.428082Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:216db575c5a89ef1cfee46e775ab990e2afe3c2f3b442d3e46c8fe96d66dda47","observation_id":"630fb767-83a6-480c-a6b0-792ee9fe95e9","resolution":{"observed_at":"2026-08-04T04:50:50.428082Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.520308Z","title":"65–93, Springer International Publishing, 2018, European Studies in Philosophy of Science,volume 9, DOI","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.520308Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:6719f524cf53201b858fe88cd699395a6cce64515e19c7d5ae93c674fb0504e3","observation_id":"ee3cf07c-fbbb-428d-b54d-ef5fc3eea738","resolution":{"observed_at":"2026-08-04T04:50:50.520308Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.593851Z","title":"A Guide for Thinking Humans, paperback, 2020 ed., Pelican Books & Penguin Random House, 2019","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.593851Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:5c0c3e685c613a88e132c9b71ad76f0c0f6c6fe67cb8c02b2e2821e7fe8409b8","observation_id":"3fd1a576-cf7a-4d33-9b4f-639fb006f452","resolution":{"observed_at":"2026-08-04T04:50:50.593851Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.667064Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.667064Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:c42e95c6980ff6a46c13b629d4a462d65e3b9134223d7d3bb700ba5ff2b20fe7","observation_id":"0c45c7c3-2e31-47d2-9623-2d025d59b52f","resolution":{"observed_at":"2026-08-04T04:50:50.667064Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.758939Z","title":"Muraki and Penny M","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.758939Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:3f9caa92b206b6bcdd7f4172af3f8874fdfe4dd0ecca0b75c39d24b2d37194e8","observation_id":"b1c0450c-ff28-40b8-bf17-d1065255bda8","resolution":{"observed_at":"2026-08-04T04:50:50.758939Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.815054Z","title":"16366–16393, URL","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.815054Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:a2d759669f0309f4df766f2210451abb786a50dea282572ab77cfb50248ea808","observation_id":"cd4d2b00-c179-4490-9880-f387006d83b0","resolution":{"observed_at":"2026-08-04T04:50:50.815054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:50.915481Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:50.915481Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:d355d1b110dd7d778f43ebdd7bb1e14b8857fca375edf0ae27269359be8ea7bb","observation_id":"d94ee82c-faea-4955-823f-4cdb3615e11f","resolution":{"observed_at":"2026-08-04T04:50:50.915481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.014429Z","title":"Simon, Echo Point Books & Media, 2019 (1972)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.014429Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:68d5b9e2f260183339413ae6a7aa815d37caa7d5cbf524d8cb62f69ba7e5167f","observation_id":"5f2f05ac-8cd0-4ac1-aa99-3bf55baaa209","resolution":{"observed_at":"2026-08-04T04:50:51.014429Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.115766Z","title":"2, 349–366, DOI","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.115766Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:59efbea1ccf4e1452a6c86b54000dc892ab6b028a32a80a64ebbb12dff4cb057","observation_id":"4f64babe-8016-43f1-b8ec-6f4b37f157aa","resolution":{"observed_at":"2026-08-04T04:50:51.115766Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.215162Z","title":"Stevenson,Analogical reasoning inside large language models: Concept vectors and the limits of abstraction, 2025, arXiv, DOI","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.215162Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:ee3090dad1b2c9f01b6a50c99c77ccf9698872c85a94aa3b8d6c1bb27d12bbbd","observation_id":"e2beb4a5-c004-480a-9a25-3cb30cbe063d","resolution":{"observed_at":"2026-08-04T04:50:51.215162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.310310Z","title":null,"venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.310310Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:f775b5b0321702d240d6c29bc1e8605c84ce9ae514a04ade43b5d3ab38788c12","observation_id":"a57b29ca-aa03-4887-8521-ea6d8f595d52","resolution":{"observed_at":"2026-08-04T04:50:51.310310Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.406251Z","title":"1263– 1280, DOI","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.406251Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:936501ce8e18f2ef060e77d083e840b85a6efad0aaba2b0e6fa96f5c998ab1e7","observation_id":"441ac768-ce9e-4c23-831f-a4987d13ee15","resolution":{"observed_at":"2026-08-04T04:50:51.406251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.502787Z","title":"Jonathon Phillips, Carina A","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.502787Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:90592ea2d3fffa95f1b64ca7b804af79ab691294bb24f125da7ad615d2692c11","observation_id":"1fd818a1-48cc-436e-aedd-183dfb5b5e21","resolution":{"observed_at":"2026-08-04T04:50:51.502787Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.604273Z","title":"Streven naar veiligheid in een wereld vol risico en onzekerheid, Boom juridische uitgevers, 2008, in Dutch","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.604273Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:fe1e7976475358de057f398dc2e79b450c3675dd5585c2770e4af892582f74e7","observation_id":"51c46008-2c60-4709-9e9b-1cc9952e2749","resolution":{"observed_at":"2026-08-04T04:50:51.604273Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.736856Z","title":"298–311, URL","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.736856Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:a4476cfb1b43c8a42c1af89bb8b55a76dee25b06d3d210dfd5e31d457ff48d7f","observation_id":"954f018d-d703-4dbd-8115-84ad8c0728f4","resolution":{"observed_at":"2026-08-04T04:50:51.736856Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.830399Z","title":"Surv.58(2025), no","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.830399Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:024d5e778a6d484dac8193bc38c88f832d24bfd13aa090dc1069cfcf0c39bc56","observation_id":"d2a2faec-cbb4-498d-8861-9e4beb4b8661","resolution":{"observed_at":"2026-08-04T04:50:51.830399Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:51.927273Z","title":null,"venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:51.927273Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:6bbc05fd9c86ffa1d9924ad18dfa06da866fec6e37d62ba9cb02726eeb893b14","observation_id":"6a600102-e421-4768-ae1b-fd6b4cecd83c","resolution":{"observed_at":"2026-08-04T04:50:51.927273Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.016441Z","title":"23993–24010, URL","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.016441Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:3c97a3115eb0d693c4b8f6ffe544d64f26c1b056c7188bf18e5aaff03f92ac92","observation_id":"e6922764-aa9f-419f-9113-872e9c57f692","resolution":{"observed_at":"2026-08-04T04:50:52.016441Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.110823Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.110823Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:1fcb031893dbeb659a75ee44a583ee38ead61297c6d39136436ad175aa436638","observation_id":"b46b4887-15af-4bc1-aaf8-34446ff7ce93","resolution":{"observed_at":"2026-08-04T04:50:52.110823Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.205055Z","title":"A new science of consciousness, paperback 2022 ed., Faber & Faber ltd., 2021","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.205055Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:2bab5a2cbe28e9a6be556c4b5ac3bef122196827cf801d6e1f0565f02a293414","observation_id":"60849581-e078-407e-972c-0bb1eb2220e3","resolution":{"observed_at":"2026-08-04T04:50:52.205055Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.268378Z","title":"Reddy, Neural Abstractive Text Summarization with Sequence-to-Sequence Models, ACM/IMS Trans","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.268378Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:a64157a7daa5fbfec78a23e18d73d08b749fc5926b85231bf46b6378a4e0be1c","observation_id":"45f5b90a-5d98-4153-84ab-8e0c08f8dbb0","resolution":{"observed_at":"2026-08-04T04:50:52.268378Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.368799Z","title":"Consulted on April 13, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.368799Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:e449c18e4c5155f76dc04ad2f47e1a45792526b466f4766287c2d1236d4f0b46","observation_id":"7b46b8ee-96bd-49c7-bd20-12345dcaae70","resolution":{"observed_at":"2026-08-04T04:50:52.368799Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.462602Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.462602Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:5c0c26ad44bcbce3ee7c2e6d38d4a454234e827b2944314ae273a587ee6bddb4","observation_id":"1a7925ce-d491-4a59-97fa-408a0a8f1ec8","resolution":{"observed_at":"2026-08-04T04:50:52.462602Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.548187Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.548187Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:4864e320479d81f00276ebfaf67689ec9f045ed4470e5d00f71603c12619c1db","observation_id":"3063191e-b368-44ee-82f8-a0e0dc46c302","resolution":{"observed_at":"2026-08-04T04:50:52.548187Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.674651Z","title":"van Vlijmen,Exploration of Problem and Solution Types in Los Angeles County Smog Control 1943-1976, Transmathematica (2025), DOI","venue":null,"work_id":null,"year":1943},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.674651Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:a76f69a5297a1e9261d9c18c91c03674a90608dfe3d28af2c1d7070b067b3365","observation_id":"326597da-dcc7-4435-af60-36b09013af2d","resolution":{"observed_at":"2026-08-04T04:50:52.674651Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.772357Z","title":"van Vlijmen,Problem Positions and Nineteen Instances in the Smog Control Case Los Angeles County 1943-1976, Transmathematica (2025), DOI","venue":null,"work_id":null,"year":1943},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.772357Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:0435b10280bd09e4811eac8aa7d15285fc16dbc4691622d0ed03346d9f4b3d5f","observation_id":"8e0f983c-ee7e-498e-920c-9041dc41a54e","resolution":{"observed_at":"2026-08-04T04:50:52.772357Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:52.871358Z","title":"7097–7135, URL","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:52.871358Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:2b8b67ff0632aaee96a90581fc2762643c6eaff1b0f567db85e842a969f4a9ca","observation_id":"a979a4d9-2db8-41e0-b9e4-279b37f702cd","resolution":{"observed_at":"2026-08-04T04:50:52.871358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:53.027049Z","title":"Webster,Natural and artificial intelligence – the psychotechnical agenda of the 21st century, Journal of Psychology and AI1(2025), no","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:53.027049Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:e85cdf49f946c1e544bdf0f5fbaff2f7708c30e2b22955d93db3efdd67e99acc","observation_id":"c5dc25c8-7e31-4d52-99c4-7bd736d1cbd6","resolution":{"observed_at":"2026-08-04T04:50:53.027049Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:53.109081Z","title":"Consulted on May 21, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:53.109081Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:0b81b6016cc26104985a31bdd4bca283b41b7f5976d29c6faf16abf52bedb3de","observation_id":"76e71b28-e83a-492c-b5d3-3a3f345d574f","resolution":{"observed_at":"2026-08-04T04:50:53.109081Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:53.225206Z","title":"and Why Does It Work?, Kindle ed., Wolfram Media, Inc., 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:53.225206Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:08da50985c627edbd9a04a9e38b72265443e650ef9eddcd6069b477801327fb8","observation_id":"c38e85c8-6687-460f-8b65-5370264511a2","resolution":{"observed_at":"2026-08-04T04:50:53.225206Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T04:50:53.343032Z","title":"656–668, DOI","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion","version":4},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-04T04:50:53.343032Z"},"links":{"citing_paper":"/paper/2606.07722"},"observation_digest":"sha256:f8e99801e090eb25c5616511ec91931d485a1318b9274e53d58137c83b4cbee3","observation_id":"06854628-134a-42e0-a18f-92ffbd46cfaf","resolution":{"observed_at":"2026-08-04T04:50:53.343032Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2606.07722","last_updated":"2026-08-01T10:04:55Z","latest_version":4,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-06T23:11:19.926616Z","submitted_at":"2026-06-05T16:04:39Z","title":"Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion"},"reference_resolution":{"displayed":79,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":79,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":79},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2606.07722."}