Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:15:19.002775Z
Paper Citation Record · LEDGER
Mitigating Over-Personalization in LLMs via Structured Memory
As of 23 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2608.08300.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy31
- unresolved32
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 14954974-8078-4b66-b2d8-9368dc2f1189 · outbound
This paper cites Evaluating Very Long-Term Conversational Memory of LLM Agents.
Mitigating Over-Personalization in LLMs via Structured Memory Evaluating Very Long-Term Conversational Memory of LLM Agents
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:15:18.643425Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 528e4f92-0c00-427b-bb1f-00b423ade09d · outbound
This paper cites arXiv preprint arXiv:2511.14937.
Mitigating Over-Personalization in LLMs via Structured Memory arXiv preprint arXiv:2511.14937
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:15:18.649271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbf30e50-3677-4638-bc05-ed88b7a57da2 · outbound
This paper cites health": [...],.
Mitigating Over-Personalization in LLMs via Structured Memory health": [...],
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.751164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e45b462b-a811-4dc9-a97a-579c5fe8a14e · outbound
This paper cites RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval.
Mitigating Over-Personalization in LLMs via Structured Memory RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:15:18.661333Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5475b5a1-02e6-430a-9da5-9b5e54b32e60 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.872692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d473c926-b5b1-4fa8-9d70-f33f185d72f7 · outbound
This paper cites he/him” for Troy. A later memory then states: “She began weekly therapy sessions on Tuesdays at 4 pm starting January 23, 2024.
Mitigating Over-Personalization in LLMs via Structured Memory he/him” for Troy. A later memory then states: “She began weekly therapy sessions on Tuesdays at 4 pm starting January 23, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.858763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6f9ae629-d7ca-47c3-91f9-cce448047f90 · outbound
This paper cites Risk mitigation & safety focus (especially resonant given your personal connection to road safety).
Mitigating Over-Personalization in LLMs via Structured Memory Risk mitigation & safety focus (especially resonant given your personal connection to road safety)
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.052709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 16f9e3a3-a786-4bfa-933d-8de2bf40081c · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.787699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e7aad26e-351e-443e-b152-e8b780f7a3c4 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.767902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6afad6dd-5e8d-41ee-9eb5-1ae9eb333b60 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.728046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4db5cd68-bff3-4eed-8ecf-b504c5ef4368 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.712912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0994d9cb-1382-47ed-822c-f65ac70b833b · outbound
This paper cites travel" not both.
Mitigating Over-Personalization in LLMs via Structured Memory travel" not both
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.686169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c412ddfa-f8e2-4667-9161-fe23e8c3c105 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.834606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7ee6224d-7607-45af-82e7-1e55e1db4d08 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.668543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 07b5cfd3-ea4a-4182-82f3-a91dffe2e356 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.649274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bbfa798a-01a1-42f3-984c-847efe8db99e · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.633251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 63d26b3b-1a85-4d87-a2ef-59b55d0def98 · outbound
This paper cites health": [...],.
Mitigating Over-Personalization in LLMs via Structured Memory health": [...],
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.618127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 77294f1f-689e-474e-b5ff-9dd96734e267 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.595197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7a57dd4f-0aa8-4565-ab87-b0975dfd87d8 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.577991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e2ec72fd-fecb-4dd4-b378-337120134164 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.563151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 85a87664-cd49-475a-b852-a12e7130d51d · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.546150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 82cd23c3-7956-4523-ad5e-c49264720318 · outbound
This paper cites health": [.
Mitigating Over-Personalization in LLMs via Structured Memory health": [
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.530279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 747a9f59-62c5-4104-bab1-9effb9348d56 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.515505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1c893222-aae7-4424-912d-e6b1c699d31a · outbound
This paper cites Your task is to assign every memory from the flat list to exactly one leaf in the tree, choosing both the best top-level category and the best subcategory within that category.
Mitigating Over-Personalization in LLMs via Structured Memory Your task is to assign every memory from the flat list to exactly one leaf in the tree, choosing both the best top-level category and the best subcategory within that category
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.496738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 16e0f606-e2a9-487c-bd25-b710ef883dc6 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.480186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 105f3a9a-d370-47a1-851f-5a2567a77d29 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.806980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b5baa671-5693-494c-af1c-fee678b1a005 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.459657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 289bab2d-1051-48c4-b64f-08747ee91c47 · outbound
This paper cites health": {.
Mitigating Over-Personalization in LLMs via Structured Memory health": {
Reference 33
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-12T00:15:20.444446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 05e21589-26d5-4e93-96e9-d79f21804a85 · outbound
This paper cites same-day/next-hour.
Mitigating Over-Personalization in LLMs via Structured Memory same-day/next-hour
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.428775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 26e33b4a-2191-4155-8a40-0274ff3d81d0 · outbound
This paper cites Turn browsers into buyers with same-day delivery you can count on.
Mitigating Over-Personalization in LLMs via Structured Memory Turn browsers into buyers with same-day delivery you can count on
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.382200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f1517797-1f44-4ad2-b36a-fd2dc74a7236 · outbound
This paper cites • Digital self-service portalfor SMBs and individual customers – instant quote, booking, and tracking.
Mitigating Over-Personalization in LLMs via Structured Memory • Digital self-service portalfor SMBs and individual customers – instant quote, booking, and tracking
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.365211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b3cf305e-b37b-41f9-a686-5923d48b966f · outbound
This paper cites speed-boost.
Mitigating Over-Personalization in LLMs via Structured Memory speed-boost
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.343343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0f99b4c9-bdee-49c9-8877-995f3ee1845a · outbound
This paper cites Fast. Safe. Always.
Mitigating Over-Personalization in LLMs via Structured Memory Fast. Safe. Always
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.313248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b7ee0dec-3bdc-40a3-a8c1-05e1cb5dbb69 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.299741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cd8ec7a1-8c1b-49e2-9871-8fae5c5d5d02 · outbound
This paper cites Stream it on social platforms.
Mitigating Over-Personalization in LLMs via Structured Memory Stream it on social platforms
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.282355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3886c8f7-8f56-4304-a38a-598e7a23e807 · outbound
This paper cites under-hour.
Mitigating Over-Personalization in LLMs via Structured Memory under-hour
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.241976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e93d8905-d3f7-44b7-9371-df55d330759a · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.205610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0790c0d4-42a0-4b19-a6b3-29c1f4413534 · outbound
This paper cites How high-speed logistics is reshaping urban commerce.
Mitigating Over-Personalization in LLMs via Structured Memory How high-speed logistics is reshaping urban commerce
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.147822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fbe3225e-a920-48f7-9b1c-ffb1bfd91000 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:20.101513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8940f7aa-b726-48c1-9486-c36e5923968a · outbound
This paper cites • Advanced driver-assist systems (ADAS)– automatic emergency braking, lane-keep assist, and collision avoidance.
Mitigating Over-Personalization in LLMs via Structured Memory • Advanced driver-assist systems (ADAS)– automatic emergency braking, lane-keep assist, and collision avoidance
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.076784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f60b991d-739d-47c2-aa7e-d50ba87a9c4b · outbound
This paper cites copy-cat.
Mitigating Over-Personalization in LLMs via Structured Memory copy-cat
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:20.020055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8c918ba9-ab01-4f24-9945-6e44d3aa3237 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:19.992264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 327b1c18-158d-4f88-b10a-04f058388e7f · outbound
This paper cites Lightning-fast, reliable, and transparentdelivery that gets your product to the customer before they even finish scrolling.
Mitigating Over-Personalization in LLMs via Structured Memory Lightning-fast, reliable, and transparentdelivery that gets your product to the customer before they even finish scrolling
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.971566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 84d503a1-b15e-4b5f-9122-4f936bc8476c · outbound
This paper cites Event-rush.
Mitigating Over-Personalization in LLMs via Structured Memory Event-rush
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.954910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b9869f0c-e88d-4a69-b0af-fb152de60198 · outbound
This paper cites Unlimited 2-hour deliveries for $X/month.
Mitigating Over-Personalization in LLMs via Structured Memory Unlimited 2-hour deliveries for $X/month
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.925300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 259a0fdd-ea9f-41ac-9235-b891be9baf2f · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:19.896586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1adb7d53-8184-4559-bc63-27519093e57f · outbound
This paper cites Offersandboxanddeveloper support.
Mitigating Over-Personalization in LLMs via Structured Memory Offersandboxanddeveloper support
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.871146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1991c0e7-5290-4206-a9ad-94d699bc7a19 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:19.842217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 22e866c2-e148-46f4-8d67-f98aa014ee92 · outbound
This paper cites Fast-Track by [Retailer] + [Your Brand].
Mitigating Over-Personalization in LLMs via Structured Memory Fast-Track by [Retailer] + [Your Brand]
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.818508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5f566d8d-279d-4025-8075-bebd5b3c66f4 · outbound
This paper cites From click to doorstep in under 60 minutes.
Mitigating Over-Personalization in LLMs via Structured Memory From click to doorstep in under 60 minutes
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.780469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1b1f816f-02ab-44dd-b444-b7bffa96ffde · outbound
This paper cites Beta Blitz.
Mitigating Over-Personalization in LLMs via Structured Memory Beta Blitz
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.756838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3ddb8633-205d-419f-9dbb-9dfc3448aa29 · outbound
This paper cites surge-capacity.
Mitigating Over-Personalization in LLMs via Structured Memory surge-capacity
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.726842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 28924239-6150-4d07-8095-25f26c69eaee · outbound
This paper cites speed gaps.
Mitigating Over-Personalization in LLMs via Structured Memory speed gaps
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.680935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 77d83093-c824-412e-954e-9467875809f5 · outbound
This paper cites marketing strategist for a logistics and shipping company.
Mitigating Over-Personalization in LLMs via Structured Memory marketing strategist for a logistics and shipping company
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.659133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9004308c-73a6-48d1-be1c-e0027fc1067a · outbound
This paper cites underperforming position.
Mitigating Over-Personalization in LLMs via Structured Memory underperforming position
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.641375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e78431fd-49aa-4f22-9ae1-22acc1845970 · outbound
This paper cites stagnant position.
Mitigating Over-Personalization in LLMs via Structured Memory stagnant position
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.615524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cceea262-587c-41bc-8555-ee3a3df9df8d · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:19.586907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation af69a12b-939f-4451-9731-8a78d7453870 · outbound
This paper cites investment.
Mitigating Over-Personalization in LLMs via Structured Memory investment
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.546818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 834e2426-1e35-40ec-a0b6-feb427b1f7ed · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:19.521482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17d4b2f2-7a2a-4bfb-bed7-1822bd8ab1b7 · outbound
This paper cites an unresolved cited work.
Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:15:19.499738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 24da1f10-e928-441b-986d-cfb1c6705e4c · outbound
This paper cites return" isn’t measured in financial outcomes but in expressing compassion, preserving dignity, and following ethical imperatives to care for the vulnerable. Sometimes the most.
Mitigating Over-Personalization in LLMs via Structured Memory return" isn’t measured in financial outcomes but in expressing compassion, preserving dignity, and following ethical imperatives to care for the vulnerable. Sometimes the most
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:15:19.475909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fa8328ea-e9df-41c7-b762-8374b60dd58e · outbound
This paper cites MemGPT: Towards LLMs as Operating Systems.
Mitigating Over-Personalization in LLMs via Structured Memory MemGPT: Towards LLMs as Operating Systems
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:15:18.654469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60631e08-834d-48e7-893c-9953edce1e50 · outbound
This paper cites Prompt Leakage effect and defense strategies for multi-turn LLM interactions.
Mitigating Over-Personalization in LLMs via Structured Memory Prompt Leakage effect and defense strategies for multi-turn LLM interactions
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:15:18.626088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 427ce995-5277-407b-89be-925a9504c241 · outbound
This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2025, page 2239–2259.
Mitigating Over-Personalization in LLMs via Structured Memory InFindings of the Association for Computational Linguistics: EMNLP 2025, page 2239–2259
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:15:18.637716Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.