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arxiv: 2606.07722 · 4 revisions

Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion

1. 2026-08-04 REJECT MODERATE v1.3.0-alltime-deepseek novelty 3.0
   132676 ms 31 in 12503 out 2026-08-04T04:45:35.570604+00:00
2. 2026-08-02 CONDITIONAL MODERATE v1.3.0-alltime-deepseek novelty 5.0
   121462 ms 25375 in 11209 out 2026-08-02T12:08:15.960099+00:00
3. 2026-07-12 UNVERDICTED LOW v1.1.0-grok45 novelty 4.0
   26419 ms 6223 in 2725 out 2026-07-12T14:50:36.461882+00:00
4. 2026-06-27 UNVERDICTED LOW v0.9.1-grok novelty 3.0
   29164 ms 5864 in 1512 out 2026-06-27T21:48:20.468339+00:00