Useful Memories Become Faulty When Continuously Updated by LLMs

Useful Memories Become Faulty When Continuously Updated by LLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/useful-memories-become-faulty-when-continuously-updated-by-llms

stale

Proof freshness: fresh
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-14
Score updated: 2026-05-14
Score fresh until: 2026-06-13
References: 0
Source count: 0
Coverage: 0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID useful-memories-become-faulty-when-continuously-updated-by-llms | Route /signal-canvas/useful-memories-become-faulty-when-continuously-updated-by-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/useful-memories-become-faulty-when-continuously-updated-by-llms

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "useful-memories-become-faulty-when-continuously-updated-by-llms",
    "query_text": "Summarize Useful Memories Become Faulty When Continuously Updated by LLMs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Useful Memories Become Faulty When Continuously Updated by LLMs",
  "normalized_query": "2605.12978",
  "route": "/signal-canvas/useful-memories-become-faulty-when-continuously-updated-by-llms",
  "paper_ref": "useful-memories-become-faulty-when-continuously-updated-by-llms",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Useful Memories Become Faulty When Continuously Updated by LLMs

PDF: https://arxiv.org/pdf/2605.12978v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-14T20:10:39.395Z

Signal Canvas receipt window

Not build-ready: Useful Memories Become Faulty When Continuously Updated by LLMs

/buildability/useful-memories-become-faulty-when-continuously-updated-by-llms

Ignoreblocked

Subject: Useful Memories Become Faulty When Continuously Updated by LLMs

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Useful Memories Become Faulty When Continuously Updated by LLMs

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