Independent use will determine whether GMR reliably updates persistent agent memory when stored facts change without creating temporal inconsistencies or losing useful history.

state: expiredheat: lowuncertainty: highconvergesscott: mediumagent-memory temporal-consistency knowledge-updatingAnchorstate Lab

What is this?

GMR is presented by Anchorstate Lab as a persistent agent-memory system for reconciling stored records when facts change. The supplied summary says it uses bi-temporal graphs and selective updates to invalidate outdated entries while retaining useful history and coherence. However, the search snippets only establish the broader need for lifecycle-managed, temporally aware memory; they provide no independent testing or direct evidence that GMR itself works reliably in practice.

Why it matters to Scott

GMR independently adopts Scott’s established position that persistent memory must distinguish current truth from historical applicability, supersede stale claims without erasing history, and preserve temporal coherence. It is directly relevant as a potential external implementation and evaluation target for dev-wiki and OpenClaw, but the supplied evidence establishes only architectural alignment—not reliability or a demonstrated advance.

ip:source.the-answer-depends-on-the-date-ebookip:concept.as-at-queryip:framework.the-index-is-the-data-self-cleaning-wiki-graphdev:project.dev-wikidev:project.openclawradar:concept.agent-memoryradar:agenthelm-versioned-agent-memoryradar:mindcache-typed-agent-memory

queries asked of Scott's wikis

bi-temporal agent memory and fact invalidation
persistent memory update and correction policies
preserving provenance and history during knowledge updates
temporal consistency in agent-maintained wikis
evaluation harnesses for long-term agent memory
subjective records versus objective knowledge

Measured heat

no measured readings yet — the hourly heat pass fills this in

How the heat travelled

no chain yet — the hourly chain pass fills this in

Evidence (6) — ⭐ canonical anchor

source	object	author	score	comments
🟧 hn	When facts change, should AI memory change?	Zongming	1	0
🟧 echo.github ⭐	The repository’s root commit, titled “first commit,” introduces GMR and states its purpose: connecting subjective records to objectively rec	Zongming-He	—	—
🟧 hn	An AI agent's memory changes while reading Harry Potte	tidbeck	2	0
🟧 hn	Show HN: Knowl – agent memory that retires stale facts when they change	dat999zx	1	0
🟠 reddit	Everyone is building more memory for Claude Code. After 1,000 lines of CLAUDE.md, I'm convinced it needs the opposite, a delete key. ClaudeAI	Fated_is_sus	0	24
🟠 reddit	The Grackle Problem - A Field Report ClaudeAI	SecretSquirrelSquads	1	1

Interpretation history

2026-08-29T12:27:54Z
The case has exhausted its observation window without independent GMR use, evaluation, adoption, or temporal-correction results. The broader stale-memory pattern is established elsewhere, but this implementation-specific reliability hypothesis has faded without evidence and can be reopened if external testing appears.
2026-08-27T12:27:23Z
The refreshed thread remains repetitive and now includes unsubstantiated dismissal of the approach, but still no independent GMR use or temporal-correction results. The broader stale-memory problem is corroborated; GMR’s reliability remains wholly unvalidated.
2026-08-25T11:32:57Z
The refreshed discussion again repeats familiar advice to prune or mark superseded memories, without independent GMR use or temporal-correction outcomes. It adds no meaning beyond the established stale-memory failure pattern, leaving GMR’s reliability unvalidated.
2026-08-25T05:29:46Z
The refreshed discussion remains repetitive practitioner agreement about pruning or marking superseded memory, with no independent GMR use, evaluation, or correction outcomes. It reinforces the broader temporal-memory pattern but does not change GMR’s unvalidated reliability claim.
2026-08-25T02:28:44Z
The refreshed comments add practitioner agreement that superseded decisions should be marked or pruned, but provide no independent GMR use or temporal-correction results. They reinforce the established design pattern without changing GMR’s unvalidated reliability status.
2026-08-25T01:24:40Z
The four-month field report independently strengthens the case that stale persistent memory is a real longitudinal failure mode, but it provides no concrete correction results or test of GMR. GMR therefore remains an aligned but unvalidated implementation rather than a demonstrated solution.
2026-08-25T01:22:57Z
evidence attached: reddit.post.1vxkpav — A four-month field report describes persistent agent memory serving stale facts, materially contextualizing the open temporal-memory reliability hypothesis.
2026-08-24T23:33:14Z
The Reddit post is another first-party account of Knowl’s stale-fact retirement approach, not independent validation of Knowl or GMR. It reinforces the broader design pattern but leaves GMR’s reliability hypothesis unchanged and untested.
2026-08-24T23:23:25Z
evidence attached: reddit.post.1vxiizj — The released Knowl artifact provides relevant competing evidence on typed project memory, conflict detection, and retiring obsolete knowledge.
2026-08-24T15:24:18Z
The latest activity is repetitive engagement without independent GMR use, evaluation, or temporal-correction results. Knowl still corroborates the broader design pattern, not GMR’s reliability, so the case remains cold and unvalidated.
2026-08-22T14:41:35Z
Knowl provides an independent implementation of stale-fact retirement, strengthening evidence that temporal updating is becoming a concrete agent-memory design pattern. It does not test GMR or supply correction outcomes, so GMR’s reliability remains unvalidated.
2026-08-22T14:23:03Z
evidence attached: hn.story.49399942 — This usable first-party artifact directly supports the open hypothesis that agent memory must retire or update stale facts rather than append indefinitely.
2026-08-21T20:37:11Z
Another unchanged observation adds no independent use, evaluation, or correction outcome; the hot agent-memory neighbourhood still does not validate GMR itself. The case remains a cold architectural proposal and should be checked less frequently until concrete external testing appears.
2026-08-19T19:32:20Z
The small score increase is repetitive attention without independent testing, adoption, or correction outcomes, so it does not change the case’s meaning. GMR remains an aligned but unvalidated architectural proposal pending external use.
2026-08-17T18:41:31Z
The Harry Potter reading example adds a first concrete GMR scenario, but not independent use or reported evidence that corrections remain temporally consistent while preserving useful history. It therefore illustrates the proposal without advancing the reliability hypothesis.
2026-08-17T17:23:56Z
evidence attached: hn.story.49334132 — The reported memory changes during extended reading directly contextualize the open question of how agents update persistent memory over time.
2026-08-16T19:33:29Z
No independent testing, adoption, or implementation evidence has emerged; the hot agent-memory neighbourhood does not advance GMR’s still-unvalidated reliability claim. Repeated unchanged observation adds no new meaning, so the case remains cold pending concrete external use.
2026-08-14T18:39:40Z
No independent use, evaluation, or implementation evidence has appeared; the case remains an unvalidated architectural proposal, and the unchanged observation does not advance the reliability hypothesis.
2026-08-14T18:31:22Z
grounded: converges/medium — GMR independently adopts Scott’s established position that persistent memory must distinguish current truth from historical applicability, supersede stale claim
2026-08-14T18:29:07Z
origin walked (codex/luna, conf 0.99): anchor hn.story.49302149 -> echo.github.a9f0b0f0dc by Zongming-He
2026-08-14T18:27:58Z
case created — The released repository is a usable artifact addressing temporal consistency in persistent agent memory.

Decision trace

08-29 22:27expireThe case has exhausted its observation window without independent GMR use, evaluation, adoption, or temporal-correction results. The broader stale-memory pattern is established elsewhere, but this imp
08-29 22:27alert_silentThe latest delta is only a stale, essentially unchanged reobservation; no consequential fact emerged that merits attention before a future independent GMR test.
08-29 22:27alert_routeThe latest delta is only a stale, essentially unchanged reobservation; no consequential fact emerged that merits attention before a future independent GMR test.
08-29 22:27drop_targetsquiet through full ladder or over cap 8
08-27 22:27repriceThe refreshed thread remains repetitive and now includes unsubstantiated dismissal of the approach, but still no independent GMR use or temporal-correction results. The broader stale-memory problem is
08-27 22:27alert_silentNo consequential implementation, evaluation, or adoption delta emerged; engagement and unsupported opinion do not warrant interrupting Scott before routine review.
08-27 22:27alert_routeNo consequential implementation, evaluation, or adoption delta emerged; engagement and unsupported opinion do not warrant interrupting Scott before routine review.
08-25 21:32repriceThe refreshed discussion again repeats familiar advice to prune or mark superseded memories, without independent GMR use or temporal-correction outcomes. It adds no meaning beyond the established stal
08-25 21:32alert_silentNo consequential new fact emerged; the comment refresh is repetitive amplification and can wait for routine review pending independent GMR testing or concrete correction results.
08-25 21:32alert_routeNo consequential new fact emerged; the comment refresh is repetitive amplification and can wait for routine review pending independent GMR testing or concrete correction results.
08-25 21:21sensor_dirtycomment_update
08-25 15:29repriceThe refreshed discussion remains repetitive practitioner agreement about pruning or marking superseded memory, with no independent GMR use, evaluation, or correction outcomes. It reinforces the broade
08-25 15:29alert_silentNo consequential new fact has emerged beyond familiar stale-memory remedies, so this can wait for routine review pending independent GMR testing or concrete temporal-correction results.
08-25 15:29alert_routeNo consequential new fact has emerged beyond familiar stale-memory remedies, so this can wait for routine review pending independent GMR testing or concrete temporal-correction results.
08-25 15:21sensor_dirtycomment_update
08-25 12:28repriceThe refreshed comments add practitioner agreement that superseded decisions should be marked or pruned, but provide no independent GMR use or temporal-correction results. They reinforce the establishe
08-25 12:28alert_silentThe comments repeat known stale-memory remedies and contain no consequential implementation or evaluation delta, so routine review is sufficient.
08-25 12:28alert_routeThe comments repeat known stale-memory remedies and contain no consequential implementation or evaluation delta, so routine review is sufficient.
08-25 12:21sensor_dirtycomment_update
08-25 11:24repriceThe four-month field report independently strengthens the case that stale persistent memory is a real longitudinal failure mode, but it provides no concrete correction results or test of GMR. GMR ther
08-25 11:24alert_silentThe new report reinforces an already-established problem without supplying methodology, implementation results, or evidence about GMR; it can wait for routine review.
08-25 11:24alert_routeThe new report reinforces an already-established problem without supplying methodology, implementation results, or evidence about GMR; it can wait for routine review.
08-25 11:23alert_silentThe post offers a potentially useful four-month, 969-session account of stale-memory failures, but the supplied evidence contains no concrete findings, methodology, or evaluation of GMR or a comparabl
08-25 11:23alert_routeThe post offers a potentially useful four-month, 969-session account of stale-memory failures, but the supplied evidence contains no concrete findings, methodology, or evaluation of GMR or a comparabl
08-25 11:22attachA four-month field report describes persistent agent memory serving stale facts, materially contextualizing the open temporal-memory reliability hypothesis.
08-25 11:22propose_attachA four-month field report describes persistent agent memory serving stale facts, materially contextualizing the open temporal-memory reliability hypothesis.
08-25 10:21sensor_dirtycomment_update
08-25 09:33repriceThe Reddit post is another first-party account of Knowl’s stale-fact retirement approach, not independent validation of Knowl or GMR. It reinforces the broader design pattern but leaves GMR’s reliabil
08-25 09:33alert_silentThis is repeated creator-supplied coverage of the already-known Knowl implementation, with no independent use, comparative evaluation, or temporal-correction results; routine review is sufficient.
08-25 09:33alert_routeThis is repeated creator-supplied coverage of the already-known Knowl implementation, with no independent use, comparative evaluation, or temporal-correction results; routine review is sufficient.
08-25 09:24alert_silentKnowl is a newly surfaced implementation of stale-fact retirement with preserved history, directly aligned with the case, but the evidence is limited to its creators’ descriptions and shows neither in
08-25 09:24surface_candidateKnowl is a newly surfaced implementation of stale-fact retirement with preserved history, directly aligned with the case, but the evidence is limited to its creators’ descriptions and shows neither in
08-25 09:24alert_routeKnowl is a newly surfaced implementation of stale-fact retirement with preserved history, directly aligned with the case, but the evidence is limited to its creators’ descriptions and shows neither in
08-25 09:23attachThe released Knowl artifact provides relevant competing evidence on typed project memory, conflict detection, and retiring obsolete knowledge.
08-25 09:22propose_attachThe released Knowl artifact provides relevant competing evidence on typed project memory, conflict detection, and retiring obsolete knowledge.
08-25 01:24repriceThe latest activity is repetitive engagement without independent GMR use, evaluation, or temporal-correction results. Knowl still corroborates the broader design pattern, not GMR’s reliability, so the
08-25 01:24alert_silentOnly minor engagement changed, with no substantive new evidence or accessible comment content; routine review is sufficient until external testing or reproducible correction outcomes appear.
08-25 01:24alert_routeOnly minor engagement changed, with no substantive new evidence or accessible comment content; routine review is sufficient until external testing or reproducible correction outcomes appear.
08-23 00:41repriceKnowl provides an independent implementation of stale-fact retirement, strengthening evidence that temporal updating is becoming a concrete agent-memory design pattern. It does not test GMR or supply
08-23 00:41alert_silentThe adjacent first-party implementation is useful corroboration of the design problem, but without independent use, comparative evaluation, or temporal-consistency results it can wait for routine brie