Agentic research loop

An agentic research loop proposes an idea, red-teams it, triages a verdict, and sometimes promotes it to a written page. This is the shape of that process โ€” not its contents.

Idea text is withheld by design. 122 rejected or open ideas are summarised as structured rows only; the 0 promoted to a public page are linked from the History tab.

168
ideas drawn
20
runs
1,959,785
tokens
0
promoted (public)
3
models used
generated 2026-10-04T04:00:51.468Z ยท activity 2026-10-03 โ†’ 2026-10-04 ยท snapshot refreshed hourly

Loop state

As of the last hourly snapshot โ€” this is a static page, not a live socket.

running drawing โ€” last idea 10s ago
64
ideas this run
72
iterations
100%
novelty (distinct)
โ€”
max temperature
92.3s
per idea
797,948
tokens this run

Saturation and temperature (all runs)

Distinct ideas flatten as the loop re-draws; temperature rises toward 1 as it backtracks over its own history instead of drawing fresh.

distinct ideas (saturation)temperature (backtracking)

Walk moves

  • fresh 54
  • invert 44
  • revisit 36
  • mutate 24
  • cross 10

Verdicts

  • rejected 118
  • open_prevention 22
  • open_detection 19
  • known 4
  • open_boundary 3
  • open_primitive 2

Idea corpus

The 60 most recent ideas. Dead ends (rejected, known, duplicate) show a one-sentence AI paraphrase of the approach โ€” generated by a local model, then machine-verified to share no wording with the source and to carry no figures, formulae or identifiers. The raw proposals, critiques and formalisations are never exported. Still-open lines (7 withheld) get nothing, because an unresolved idea is where novelty lives. Promoted ideas link to their page when it is itself shareable.

2026-10-04 04:00huihui_ai/deepseek-r1-abliterated:32b
rejected invert trusted hardware

The research idea took a deterministic approach that was based on a specific object-centric security model, but was ultimately set aside due to several mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:59huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical approach focused on a specific security root, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:58huihui_ai/deepseek-r1-abliterated:32b
rejected mutate nullifier

This research idea employed a practical approach, specifically a canonical record mechanism, which was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:57huihui_ai/deepseek-r1-abliterated:32b
open_detection cross epoch beacon

open line โ€” withheld pending review

2026-10-04 03:56huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea took a deterministic approach, which was set aside due to mechanical validation issues with its assumptions and compatibility with certain security roots.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:55huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea employed a practical approach with a focus on prevention, but was ultimately set aside due to a lack of model-based validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:53huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea took a practical approach focused on ensuring the reliability and security of a specific system, but was ultimately set aside.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:52huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate

open line โ€” withheld pending review

2026-10-04 03:50huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea employed a practical approach focused on a specific security root, but was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:49huihui_ai/deepseek-r1-abliterated:32b
rejected cross quorum

This research idea took a practical approach to a specific problem, but was set aside due to mechanical validation issues with its assumptions.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:48huihui_ai/deepseek-r1-abliterated:32b
rejected mutate

This research idea took a practical approach focused on economic incentives and their collapse, but was ultimately set aside.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:46huihui_ai/deepseek-r1-abliterated:32b
rejected cross nullifier

This research idea employed a practical approach, specifically a type of consensus protocol, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:45huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea took a deterministic approach, which was set aside due to a lack of model validation and mechanical checks.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:45huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea employed a deterministic approach, which was set aside due to mechanical validation issues with its assumptions and implementation details.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:44huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical approach focused on ensuring quorum finality, but it was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:42huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea took a deterministic approach, which was set aside due to a lack of model validation and certain missing checks.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:42huihui_ai/deepseek-r1-abliterated:32b
rejected cross epoch beacon

This research idea employed a practical approach to a specific problem in cryptography, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:41huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea took a deterministic approach, which was set aside due to mechanical validation issues with its assumptions and configuration.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:40huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea employed a practical approach focused on achieving quorum finality, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:39huihui_ai/deepseek-r1-abliterated:32b
rejected invert

This research idea took a practical approach focused on security protocols, but was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:37huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea took a deterministic approach, which was set aside due to a lack of model validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:37huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea took a practical approach that was set aside due to mechanical validation issues with its assumptions and categorization.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:36huihui_ai/deepseek-r1-abliterated:32b
open_detection cross

open line โ€” withheld pending review

2026-10-04 03:35huihui_ai/deepseek-r1-abliterated:32b
rejected mutate trusted hardware

The research idea took a practical approach focused on security mechanisms, but was set aside due to a lack of model validation requirements.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:34huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea took a practical approach focused on ensuring quorum-based consensus, but it was ultimately set aside due to validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:33huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea took a deterministic approach, which was set aside due to a lack of model validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:32huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea employed a practical approach to a specific problem, but was ultimately set aside due to a lack of model validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:31huihui_ai/deepseek-r1-abliterated:32b
rejected cross nullifier

This research idea employed a deterministic approach to committee formation, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:31huihui_ai/deepseek-r1-abliterated:32b
rejected mutate

This research idea took a practical approach focused on ensuring finality and security in a distributed system, but was ultimately set aside.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:30huihui_ai/deepseek-r1-abliterated:32b
rejected cross

This research idea employed a practical approach with economic considerations, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:27huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate quorum

open line โ€” withheld pending review

2026-10-04 03:26huihui_ai/deepseek-r1-abliterated:32b
rejected mutate nullifier

The research idea took a deterministic approach, which was set aside due to mechanical validation issues and a lack of model-based analysis.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:24huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate

open line โ€” withheld pending review

2026-10-04 03:23huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a deterministic approach, which was set aside due to a lack of model validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:22huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a deterministic approach, which was set aside due to a lack of model validation and missing intersection argument checks.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:21huihui_ai/deepseek-r1-abliterated:32b
rejected invert trusted hardware

This research idea employed a practical approach focused on hardware properties, but was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:20huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea employed a practical approach, focusing on the development of a specific protocol, but was ultimately set aside.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:20huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea employed a deterministic approach, which was set aside due to a lack of model validation and specific checks for its underlying assumptions.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:17huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical approach to a specific problem in distributed systems, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:16huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea employed a practical approach with a focus on quorum-based security, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:15huihui_ai/deepseek-r1-abliterated:32b
rejected mutate

The research idea employed a practical approach focused on consensus and security, but was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:15huihui_ai/deepseek-r1-abliterated:32b
rejected invert

This research idea took a deterministic approach, which was set aside due to a lack of model validation, as per the specified checks for a QUORUM root.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:14huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea took a practical approach focused on a specific security root, but was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:13huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea employed a practical approach to a specific problem, but was ultimately set aside due to a lack of mechanical validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:12huihui_ai/deepseek-r1-abliterated:32b
open_detection cross

open line โ€” withheld pending review

2026-10-04 03:11huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea employed a deterministic approach, which was ultimately set aside due to a lack of model validation and certain missing components.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:09huihui_ai/deepseek-r1-abliterated:32b
rejected mutate trusted hardware

This research idea employed a practical approach to a quantum problem, but was set aside due to a lack of mechanical validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:09huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea employed a deterministic approach to consensus, which was set aside due to a lack of model-based validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:07huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical approach, focusing on a specific, deterministic mechanism for achieving quorum intersection finality, which was ultimately set aside.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:02huihui_ai/deepseek-r1-abliterated:32b
rejected invert epoch beacon

This research idea employed a deterministic approach, but was set aside due to a lack of model validation and missing intersection and threshold checks.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:01huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical approach focused on a specific security protocol, but was ultimately set aside due to incomplete validation and missing assumptions.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 03:00huihui_ai/deepseek-r1-abliterated:32b
rejected cross nullifier

The research idea took a deterministic approach, which was set aside due to a lack of model-based validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:59huihui_ai/deepseek-r1-abliterated:32b
rejected mutate trusted hardware

The research idea employed a practical approach focused on object security, but was ultimately set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:59huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate quorum

open line โ€” withheld pending review

2026-10-04 02:39huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

The research idea took a practical approach focused on a specific application, but it was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:39huihui_ai/deepseek-r1-abliterated:32b
rejected mutate

This research idea took a practical approach with a focus on security, but it was set aside due to mechanical validation issues.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:38huihui_ai/deepseek-r1-abliterated:32b
rejected revisit quorum

The research idea took a practical and deterministic approach, but was set aside due to a lack of model validation and incomplete checks for a specific security root.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:33huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

The research idea took a practical approach that was set aside due to mechanical validation issues with its compatibility with certain security and acceptance requirements.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:33huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea took a practical approach focused on ensuring quorum certified finality through deterministic committee assignments, but was set aside.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

2026-10-04 02:32huihui_ai/deepseek-r1-abliterated:32b
rejected cross

This research idea took a practical approach to addressing economic incentives, but was ultimately set aside due to a lack of model validation.

AI summary โ€” paraphrased from the idea, verified to share no wording and carry no figures

Runs

Every run, including crashed ones and iterations that errored out (empty completions and retries that recorded no idea).

starteditersideaserroredtokensdurmax tempended
2026-10-04 02:23 72 64 8 797,948 1.6h โ€” running
2026-10-04 02:12 5 1 4 8,242 5m 0.00 stop file
2026-10-04 00:45 34 17 17 194,000 33m 0.00 stop file
2026-10-04 00:35 6 1 5 36,507 7m 0.00 stop file
2026-10-04 00:10 17 4 13 52,550 20m 0.00 5 consecutive failed iterations (last: proposer)
2026-10-03 23:53 12 6 6 119,470 16m 0.33 stop file
2026-10-03 23:35 11 10 1 174,992 10m 0.17 stop file
2026-10-03 23:24 12 7 5 133,167 12m 0.17 stop file
2026-10-03 23:11 20 10 10 68,368 12m 0.00 stop file
2026-10-03 22:24 25 20 5 195,031 30m 0.00 stop file
2026-10-03 22:07 5 3 2 16,432 6m 0.17 stop file
2026-10-03 22:01 4 3 1 31,767 4m 0.00 stop file
2026-10-03 21:59 2 2 โ€” 20,270 2m 0.00 stop file
2026-10-03 21:56 0 1 โ€” 7,871 3m โ€” killed by operator: seed replaced with the bearer-object question
2026-10-03 21:53 3 2 1 27,007 5m 0.00 stop file
2026-10-03 21:46 9 9 โ€” 40,518 7m 0.00 stop file
2026-10-03 21:39 1 0 1 โ€” 42s 0.00 limit reached
2026-10-03 21:33 3 3 โ€” 13,590 81s 0.00 limit reached
2026-10-03 21:30 5 2 3 9,239 3m 0.00 limit reached
2026-10-03 21:26 1 1 โ€” 4,086 31s โ€” limit reached

Idea log

The 168 most recent ideas as the loop drew and judged them โ€” shape only: verdict, walk move, rejection category, model. No idea text.

whenverdictmovereasonmodeltokens
2026-10-04 04:00 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 15,686
2026-10-04 03:59 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 17,395
2026-10-04 03:58 rejected mutate nullifier huihui_ai/deepseek-r1-abliterated:32b 32,924
2026-10-04 03:57 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,014
2026-10-04 03:56 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 8,738
2026-10-04 03:55 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,639
2026-10-04 03:53 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 9,500
2026-10-04 03:52 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 14,992
2026-10-04 03:50 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,523
2026-10-04 03:49 rejected cross quorum huihui_ai/deepseek-r1-abliterated:32b 23,346
2026-10-04 03:48 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 20,704
2026-10-04 03:46 rejected cross nullifier huihui_ai/deepseek-r1-abliterated:32b 9,460
2026-10-04 03:45 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,535
2026-10-04 03:45 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 17,900
2026-10-04 03:44 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 10,894
2026-10-04 03:42 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,431
2026-10-04 03:42 rejected cross epoch beacon huihui_ai/deepseek-r1-abliterated:32b 8,923
2026-10-04 03:41 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 9,652
2026-10-04 03:40 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,539
2026-10-04 03:39 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 25,677
2026-10-04 03:37 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,330
2026-10-04 03:37 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,301
2026-10-04 03:36 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,096
2026-10-04 03:35 rejected mutate trusted hardware huihui_ai/deepseek-r1-abliterated:32b 16,069
2026-10-04 03:34 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 28,001
2026-10-04 03:33 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,602
2026-10-04 03:32 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,238
2026-10-04 03:31 rejected cross nullifier huihui_ai/deepseek-r1-abliterated:32b 9,474
2026-10-04 03:31 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 9,042
2026-10-04 03:30 rejected cross other huihui_ai/deepseek-r1-abliterated:32b 11,786
2026-10-04 03:27 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,052
2026-10-04 03:26 rejected mutate nullifier huihui_ai/deepseek-r1-abliterated:32b 11,956
2026-10-04 03:24 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,045
2026-10-04 03:23 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,569
2026-10-04 03:22 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,807
2026-10-04 03:21 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,017
2026-10-04 03:20 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,968
2026-10-04 03:20 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 9,271
2026-10-04 03:17 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 16,642
2026-10-04 03:16 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 9,973
2026-10-04 03:15 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 9,457
2026-10-04 03:15 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 8,249
2026-10-04 03:14 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 9,742
2026-10-04 03:13 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 16,601
2026-10-04 03:12 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,504
2026-10-04 03:11 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 18,490
2026-10-04 03:09 rejected mutate trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,417
2026-10-04 03:09 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 18,737
2026-10-04 03:07 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 17,475
2026-10-04 03:02 rejected invert epoch beacon huihui_ai/deepseek-r1-abliterated:32b 8,819
2026-10-04 03:01 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,441
2026-10-04 03:00 rejected cross nullifier huihui_ai/deepseek-r1-abliterated:32b 10,193
2026-10-04 02:59 rejected mutate trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,111
2026-10-04 02:59 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,166
2026-10-04 02:39 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 15,852
2026-10-04 02:39 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 9,107
2026-10-04 02:38 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 8,847
2026-10-04 02:33 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 8,038
2026-10-04 02:33 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,772
2026-10-04 02:32 rejected cross other huihui_ai/deepseek-r1-abliterated:32b 9,207
2026-10-04 02:31 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 9,159
2026-10-04 02:30 rejected mutate epoch beacon huihui_ai/deepseek-r1-abliterated:32b 9,001
2026-10-04 02:25 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 9,519
2026-10-04 02:23 rejected mutate trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,333
2026-10-04 02:16 rejected invert consensus at spend time huihui_ai/deepseek-r1-abliterated:32b 8,242
2026-10-04 01:15 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 8,942
2026-10-04 01:13 open_prevention revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 8,449
2026-10-04 01:12 open_detection revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 15,014
2026-10-04 01:11 open_detection revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 15,275
2026-10-04 01:07 open_prevention fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 9,954
2026-10-04 01:06 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 8,444
2026-10-04 01:05 rejected revisit epoch beacon huihui_ai/deepseek-r1-abliterated:32b 8,598
2026-10-04 01:04 open_prevention revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 17,264
2026-10-04 01:03 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 8,459
2026-10-04 00:58 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 8,383
2026-10-04 00:58 open_prevention revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 8,356
2026-10-04 00:54 rejected revisit epoch beacon huihui_ai/deepseek-r1-abliterated:32b 8,224
2026-10-04 00:53 open_detection invert โ€” huihui_ai/deepseek-r1-abliterated:32b 14,355
2026-10-04 00:52 rejected revisit quantum huihui_ai/deepseek-r1-abliterated:32b 15,997
2026-10-04 00:50 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 10,413
2026-10-04 00:47 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 18,958
2026-10-04 00:45 open_prevention fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 8,915
2026-10-04 00:41 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 36,507
2026-10-04 00:34 open_prevention fresh โ€” operator 7,253
2026-10-04 00:21 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 17,523
2026-10-04 00:13 open_prevention fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 8,769
2026-10-04 00:12 open_boundary invert โ€” huihui_ai/deepseek-r1-abliterated:32b 17,504
2026-10-04 00:10 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 8,754
2026-10-04 00:09 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 34,268
2026-10-04 00:07 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 17,347
2026-10-04 00:01 rejected revisit epoch beacon huihui_ai/deepseek-r1-abliterated:32b 9,250
2026-10-04 00:00 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 25,592
2026-10-03 23:58 open_prevention revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 15,691
2026-10-03 23:57 rejected revisit quantum huihui_ai/deepseek-r1-abliterated:32b 17,322
2026-10-03 23:46 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 21,964
2026-10-03 23:45 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 21,732
2026-10-03 23:43 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 13,716
2026-10-03 23:42 open_prevention revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 20,509
2026-10-03 23:41 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 20,952
2026-10-03 23:40 open_prevention invert โ€” huihui_ai/deepseek-r1-abliterated:32b 13,803
2026-10-03 23:39 open_detection revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 20,523
2026-10-03 23:37 open_boundary invert โ€” huihui_ai/deepseek-r1-abliterated:32b 13,860
2026-10-03 23:37 rejected invert quantum huihui_ai/deepseek-r1-abliterated:32b 14,291
2026-10-03 23:36 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 13,642
2026-10-03 23:33 rejected revisit epoch beacon huihui_ai/deepseek-r1-abliterated:32b 12,131
2026-10-03 23:31 open_boundary revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 12,023
2026-10-03 23:30 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 15,155
2026-10-03 23:29 rejected revisit quantum huihui_ai/deepseek-r1-abliterated:32b 12,823
2026-10-03 23:28 known invert other huihui_ai/deepseek-r1-abliterated:32b 40,198
2026-10-03 23:26 open_primitive invert โ€” huihui_ai/deepseek-r1-abliterated:32b 27,843
2026-10-03 23:24 rejected invert epoch beacon huihui_ai/deepseek-r1-abliterated:32b 12,994
2026-10-03 23:23 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 6,966
2026-10-03 23:22 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 6,698
2026-10-03 23:21 rejected revisit quorum huihui_ai/deepseek-r1-abliterated:32b 6,335
2026-10-03 23:19 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 6,711
2026-10-03 23:19 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 6,439
2026-10-03 23:18 rejected revisit quantum huihui_ai/deepseek-r1-abliterated:32b 8,392
2026-10-03 23:17 rejected revisit epoch beacon huihui_ai/deepseek-r1-abliterated:32b 6,354
2026-10-03 23:16 open_primitive revisit โ€” huihui_ai/deepseek-r1-abliterated:32b 7,016
2026-10-03 23:12 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 6,411
2026-10-03 23:12 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 7,046
2026-10-03 22:53 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 8,594
2026-10-03 22:52 open_detection fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 9,493
2026-10-03 22:50 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 8,909
2026-10-03 22:50 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 8,803
2026-10-03 22:49 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 10,664
2026-10-03 22:48 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 10,144
2026-10-03 22:46 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 9,536
2026-10-03 22:45 open_detection fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 9,466
2026-10-03 22:44 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 10,369
2026-10-03 22:43 open_detection fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 9,523
2026-10-03 22:41 open_detection fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 11,049
2026-10-03 22:39 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 9,344
2026-10-03 22:38 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 9,087
2026-10-03 22:37 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 9,508
2026-10-03 22:36 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 9,091
2026-10-03 22:35 rejected revisit other huihui_ai/deepseek-r1-abliterated:32b 13,974
2026-10-03 22:31 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,642
2026-10-03 22:30 rejected revisit nullifier huihui_ai/deepseek-r1-abliterated:32b 9,051
2026-10-03 22:29 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 10,346
2026-10-03 22:26 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 9,438
2026-10-03 22:12 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 5,196
2026-10-03 22:11 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 6,513
2026-10-03 22:09 open_detection fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 4,723
2026-10-03 22:05 known fresh quantum huihui_ai/deepseek-r1-abliterated:32b 11,663
2026-10-03 22:04 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,363
2026-10-03 22:02 rejected fresh quantum huihui_ai/deepseek-r1-abliterated:32b 11,741
2026-10-03 22:01 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 12,158
2026-10-03 22:00 rejected fresh Spekkens / epistricted huihui_ai/deepseek-r1-abliterated:32b 8,112
2026-10-03 21:59 open_detection fresh โ€” huihui_ai/deepseek-r1-abliterated:32b 7,871
2026-10-03 21:59 known fresh quantum huihui_ai/deepseek-r1-abliterated:32b 15,591
2026-10-03 21:56 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 11,416
2026-10-03 21:53 rejected fresh quorum qwen3:32b 4,634
2026-10-03 21:52 open_prevention fresh โ€” qwen3:32b 4,492
2026-10-03 21:51 rejected fresh trusted hardware qwen3:32b 4,295
2026-10-03 21:51 open_detection fresh โ€” qwen3:32b 4,072
2026-10-03 21:50 known fresh cloner theorem qwen3:32b 4,625
2026-10-03 21:49 rejected fresh other qwen3:32b 4,616
2026-10-03 21:48 rejected fresh quantum qwen3:32b 4,651
2026-10-03 21:47 rejected fresh quantum qwen3:32b 4,468
2026-10-03 21:46 rejected fresh SPAD / detector qwen3:32b 4,665
2026-10-03 21:35 open_prevention fresh โ€” qwen3:32b 4,328
2026-10-03 21:34 rejected fresh quantum qwen3:32b 4,616
2026-10-03 21:34 open_prevention revisit โ€” qwen3:32b 4,646
2026-10-03 21:32 rejected revisit quantum qwen3:32b 4,542
2026-10-03 21:32 rejected fresh quantum qwen3:32b 4,697
2026-10-03 21:26 open_detection fresh โ€” operator 1,477
2026-10-03 21:26 open_prevention fresh โ€” qwen3:32b 4,086

Why ideas were set aside

Rejection reasons mapped to the field's own vocabulary โ€” the recurring arguments the loop made, not the ideas themselves.

  • quorum 40
  • other 33
  • nullifier 16
  • quantum 13
  • epoch beacon 9
  • trusted hardware 7
  • SPAD / detector 1
  • consensus at spend time 1
  • cloner theorem 1
  • Spekkens / epistricted 1

Models

  • huihui_ai/deepseek-r1-abliterated:32b 151
  • qwen3:32b 15
  • operator 2

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Ideas that survived triage and became a written, publicly shareable document.

Nothing promoted to a public page yet.