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. 507 rejected or open ideas are summarised as structured rows only; the 0 promoted to a public page are linked from the History tab.

846
ideas drawn
20
runs
11,547,246
tokens
0
promoted (public)
3
models used
generated 2026-10-08T15:26:09.620Z ยท activity 2026-10-03 โ†’ 2026-10-05 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 3d ago
742
ideas this run
858
iterations
100%
novelty (distinct)
โ€”
max temperature
159.5s
per idea
10,385,409
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

  • invert 292
  • mutate 226
  • cross 177
  • fresh 115
  • revisit 36

Verdicts

  • rejected 501
  • open_detection 312
  • open_prevention 22
  • known 4
  • open_boundary 3
  • duplicate 2
  • 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 (28 withheld) get nothing, because an unresolved idea is where novelty lives. Promoted ideas link to their page when it is itself shareable.

2026-10-05 11:13huihui_ai/deepseek-r1-abliterated:32b
rejected invert trusted hardware

The research idea employed a practical approach with a focus on a specific, physical object, but was ultimately set aside due to validation issues.

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

2026-10-05 11:11huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea took a practical approach focused on ensuring the integrity of a distributed system through a quorum-based mechanism.

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

2026-10-05 11:10huihui_ai/deepseek-r1-abliterated:32b
rejected fresh

This research idea employed a practical approach focused on the economic feasibility of a proposed system, but was ultimately set aside.

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

2026-10-05 11:09huihui_ai/deepseek-r1-abliterated:32b
open_detection cross quantum

open line โ€” withheld pending review

2026-10-05 11:06huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 11:04huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 11:03huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 11:01huihui_ai/deepseek-r1-abliterated:32b
rejected invert trusted hardware

The research approach taken was a deterministic, model-free method focused on impossibility, which was ultimately set aside due to validation issues.

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

2026-10-05 10:59huihui_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 intersection argument.

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

2026-10-05 10:58huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 10:57huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate deposit bound

open line โ€” withheld pending review

2026-10-05 10:55huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate deposit bound

open line โ€” withheld pending review

2026-10-05 10:54huihui_ai/deepseek-r1-abliterated:32b
rejected invert trusted hardware

This research idea took a practical approach focused on secure element threshold management, 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

2026-10-05 10:53huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea employed a deterministic approach to consensus, 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

2026-10-05 10:52huihui_ai/deepseek-r1-abliterated:32b
rejected mutate trusted hardware

The research idea took a practical approach, focusing on a specific system design, 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

2026-10-05 10:51huihui_ai/deepseek-r1-abliterated:32b
rejected mutate

This research idea took a practical and economic approach, but was set aside due to incompatibility between its economic escape hatch and primary security root.

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

2026-10-05 10:50huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

The research idea employed a deterministic approach, which was subsequently set aside due to its mechanical validation not aligning with the model's requirements.

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

2026-10-05 10:49huihui_ai/deepseek-r1-abliterated:32b
open_detection cross

open line โ€” withheld pending review

2026-10-05 10:48huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate epoch beacon

open line โ€” withheld pending review

2026-10-05 10:46huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

The research took a practical approach focused on a specific security protocol, 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

2026-10-05 10:45huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea took a practical approach, focusing on a specific security protocol, 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

2026-10-05 10:44huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate deposit bound

open line โ€” withheld pending review

2026-10-05 10:43huihui_ai/deepseek-r1-abliterated:32b
open_detection cross

open line โ€” withheld pending review

2026-10-05 10:41huihui_ai/deepseek-r1-abliterated:32b
open_detection cross

open line โ€” withheld pending review

2026-10-05 10:40huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 10:39huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

The research idea took a practical approach focused on economic considerations, 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

2026-10-05 10:38huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a deterministic approach to achieving finality, 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

2026-10-05 10:37huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical approach focused on security at the frontier, 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

2026-10-05 10:36huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate deposit bound

open line โ€” withheld pending review

2026-10-05 10:35huihui_ai/deepseek-r1-abliterated:32b
open_detection cross satellite / downlink

open line โ€” withheld pending review

2026-10-05 10:33huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate quorum

open line โ€” withheld pending review

2026-10-05 10:32huihui_ai/deepseek-r1-abliterated:32b
rejected cross deposit bound

The research idea employed a practical approach with a focus on economic considerations, but was ultimately set aside without further validation.

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

2026-10-05 10:31huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate

open line โ€” withheld pending review

2026-10-05 10:30huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

The research idea employed a practical approach to a frontier problem, 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

2026-10-05 10:29huihui_ai/deepseek-r1-abliterated:32b
rejected fresh quorum

This research idea took a practical approach focused on quorum-based security, 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

2026-10-05 10:28huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate quorum

open line โ€” withheld pending review

2026-10-05 10:27huihui_ai/deepseek-r1-abliterated:32b
open_detection invert deposit bound

open line โ€” withheld pending review

2026-10-05 10:25huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

The research idea employed a deterministic approach with a fixed-committee quorum, 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

2026-10-05 10:21huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea employed a deterministic approach with a quorum intersection mechanism, but was ultimately set aside due to insufficient validation checks.

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

2026-10-05 10:18huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

The research idea took a practical approach focused on economic security, but was ultimately set aside due to its inability to meet certain validation requirements.

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

2026-10-05 10:17huihui_ai/deepseek-r1-abliterated:32b
open_detection cross quorum

open line โ€” withheld pending review

2026-10-05 10:16huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

The research approach taken was a deterministic, quorum-based method that 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

2026-10-05 10:15huihui_ai/deepseek-r1-abliterated:32b
open_detection cross

open line โ€” withheld pending review

2026-10-05 10:13huihui_ai/deepseek-r1-abliterated:32b
rejected invert consensus at spend time

This research idea took a practical approach to addressing a specific problem in consensus protocols, but was ultimately set aside due to validation issues.

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

2026-10-05 10:12huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea employed a practical approach with a focus on security, 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

2026-10-05 10:11huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

The research idea employed a practical approach focused on quorum-based security, 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

2026-10-05 10:10huihui_ai/deepseek-r1-abliterated:32b
rejected invert trusted hardware

This research idea employed a practical approach with a focus 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

2026-10-05 10:10huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 10:07huihui_ai/deepseek-r1-abliterated:32b
open_detection cross epoch beacon

open line โ€” withheld pending review

2026-10-05 10:06huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate quorum

open line โ€” withheld pending review

2026-10-05 10:04huihui_ai/deepseek-r1-abliterated:32b
rejected invert

This research idea took a practical approach focused on implementing a specific cryptographic mechanism, 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

2026-10-05 10:03huihui_ai/deepseek-r1-abliterated:32b
rejected invert nullifier

This research idea employed 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

2026-10-05 10:02huihui_ai/deepseek-r1-abliterated:32b
rejected invert

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

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

2026-10-05 10:01huihui_ai/deepseek-r1-abliterated:32b
open_detection mutate quorum

open line โ€” withheld pending review

2026-10-05 09:58huihui_ai/deepseek-r1-abliterated:32b
rejected mutate quorum

This research idea took a practical and economic approach, but was set aside due to mechanical validation issues and a mismatch with the chosen acceptance class.

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

2026-10-05 09:56huihui_ai/deepseek-r1-abliterated:32b
open_detection cross deposit bound

open line โ€” withheld pending review

2026-10-05 09:53huihui_ai/deepseek-r1-abliterated:32b
rejected invert quorum

This research idea took a practical and 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

2026-10-05 09:52huihui_ai/deepseek-r1-abliterated:32b
open_detection cross epoch beacon

open line โ€” withheld pending review

2026-10-05 09:50huihui_ai/deepseek-r1-abliterated:32b
rejected fresh nullifier

This research took a deterministic approach, focusing on the practical aspects of a quorum-based system, but was ultimately set aside due to validation issues.

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

2026-10-05 09:49huihui_ai/deepseek-r1-abliterated:32b
open_detection cross epoch beacon

open line โ€” withheld pending review

Runs

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

starteditersideaserroredtokensdurmax tempended
2026-10-04 02:23 858 742 116 10,385,409 109.0h โ€” crashed
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 200 most recent ideas as the loop drew and judged them โ€” shape only: verdict, walk move, rejection category, model. No idea text.

whenverdictmovereasonmodeltokens
2026-10-05 11:13 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 7,922
2026-10-05 11:11 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 9,653
2026-10-05 11:10 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 8,439
2026-10-05 11:09 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,663
2026-10-05 11:06 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 19,581
2026-10-05 11:04 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,235
2026-10-05 11:03 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 18,533
2026-10-05 11:01 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,583
2026-10-05 10:59 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,613
2026-10-05 10:58 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,173
2026-10-05 10:57 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,514
2026-10-05 10:55 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,680
2026-10-05 10:54 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 10,403
2026-10-05 10:53 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 9,505
2026-10-05 10:52 rejected mutate trusted hardware huihui_ai/deepseek-r1-abliterated:32b 9,234
2026-10-05 10:51 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 9,171
2026-10-05 10:50 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,510
2026-10-05 10:49 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 27,711
2026-10-05 10:48 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 17,638
2026-10-05 10:46 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,991
2026-10-05 10:45 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 9,783
2026-10-05 10:44 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,249
2026-10-05 10:43 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,649
2026-10-05 10:41 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,500
2026-10-05 10:40 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,177
2026-10-05 10:39 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 10,094
2026-10-05 10:38 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 16,753
2026-10-05 10:37 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 15,890
2026-10-05 10:36 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,233
2026-10-05 10:35 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,957
2026-10-05 10:33 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,406
2026-10-05 10:32 rejected cross deposit bound huihui_ai/deepseek-r1-abliterated:32b 9,512
2026-10-05 10:31 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,103
2026-10-05 10:30 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 16,340
2026-10-05 10:29 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,852
2026-10-05 10:28 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,502
2026-10-05 10:27 open_detection invert โ€” huihui_ai/deepseek-r1-abliterated:32b 23,834
2026-10-05 10:25 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 20,831
2026-10-05 10:21 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 17,010
2026-10-05 10:18 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 28,715
2026-10-05 10:17 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,559
2026-10-05 10:16 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,384
2026-10-05 10:15 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 18,016
2026-10-05 10:13 rejected invert consensus at spend time huihui_ai/deepseek-r1-abliterated:32b 16,392
2026-10-05 10:12 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,766
2026-10-05 10:11 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,627
2026-10-05 10:10 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 15,975
2026-10-05 10:10 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 30,307
2026-10-05 10:07 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,819
2026-10-05 10:06 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,951
2026-10-05 10:04 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 16,972
2026-10-05 10:03 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,826
2026-10-05 10:02 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 9,432
2026-10-05 10:01 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,670
2026-10-05 09:58 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 9,002
2026-10-05 09:56 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 18,285
2026-10-05 09:53 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 18,221
2026-10-05 09:52 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,350
2026-10-05 09:50 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 10,267
2026-10-05 09:49 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 27,025
2026-10-05 09:47 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,852
2026-10-05 09:46 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 9,610
2026-10-05 09:45 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,855
2026-10-05 09:44 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,275
2026-10-05 09:42 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,470
2026-10-05 09:40 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,678
2026-10-05 09:39 open_detection invert โ€” huihui_ai/deepseek-r1-abliterated:32b 31,144
2026-10-05 09:36 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 9,154
2026-10-05 09:35 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,187
2026-10-05 09:35 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,812
2026-10-05 09:34 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,906
2026-10-05 09:31 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,329
2026-10-05 09:30 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,770
2026-10-05 09:29 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,295
2026-10-05 09:28 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,755
2026-10-05 09:28 rejected mutate other huihui_ai/deepseek-r1-abliterated:32b 9,002
2026-10-05 09:27 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,267
2026-10-05 09:24 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,653
2026-10-05 09:23 rejected mutate quorum huihui_ai/deepseek-r1-abliterated:32b 10,395
2026-10-05 09:22 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,213
2026-10-05 09:21 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,509
2026-10-05 09:21 open_detection invert โ€” huihui_ai/deepseek-r1-abliterated:32b 15,254
2026-10-05 09:19 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,990
2026-10-05 09:18 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,657
2026-10-05 09:17 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,006
2026-10-05 09:16 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,532
2026-10-05 09:15 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,596
2026-10-05 09:14 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,179
2026-10-05 09:11 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,530
2026-10-05 09:11 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 16,077
2026-10-05 09:10 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 8,865
2026-10-05 09:09 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,617
2026-10-05 09:08 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 15,796
2026-10-05 09:07 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 17,036
2026-10-05 09:06 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 8,628
2026-10-05 09:05 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,227
2026-10-05 09:05 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,775
2026-10-05 09:04 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,747
2026-10-05 09:02 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,096
2026-10-05 09:01 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,852
2026-10-05 08:59 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 17,136
2026-10-05 08:56 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 8,687
2026-10-05 08:54 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 8,921
2026-10-05 08:53 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 22,075
2026-10-05 08:51 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,241
2026-10-05 08:49 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,060
2026-10-05 08:48 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 8,455
2026-10-05 08:47 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 18,331
2026-10-05 08:46 rejected fresh trusted hardware huihui_ai/deepseek-r1-abliterated:32b 16,662
2026-10-05 08:45 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,892
2026-10-05 08:44 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,892
2026-10-05 08:43 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,381
2026-10-05 08:41 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,629
2026-10-05 08:40 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 20,503
2026-10-05 08:37 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,085
2026-10-05 08:36 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 9,057
2026-10-05 08:35 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,217
2026-10-05 08:34 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 10,003
2026-10-05 08:32 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,029
2026-10-05 08:31 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 17,532
2026-10-05 08:29 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 10,316
2026-10-05 08:27 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,449
2026-10-05 08:24 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,047
2026-10-05 08:22 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 17,018
2026-10-05 08:21 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,754
2026-10-05 08:18 rejected mutate deposit bound huihui_ai/deepseek-r1-abliterated:32b 17,759
2026-10-05 08:17 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 9,114
2026-10-05 08:13 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,605
2026-10-05 08:12 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,785
2026-10-05 08:11 rejected mutate deposit bound huihui_ai/deepseek-r1-abliterated:32b 16,873
2026-10-05 08:09 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,995
2026-10-05 08:07 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 27,443
2026-10-05 08:05 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,436
2026-10-05 08:04 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,071
2026-10-05 08:03 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 23,678
2026-10-05 08:02 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,311
2026-10-05 08:01 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 8,483
2026-10-05 07:58 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 8,331
2026-10-05 07:57 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,000
2026-10-05 07:55 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 18,448
2026-10-05 07:53 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,026
2026-10-05 07:53 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,757
2026-10-05 07:51 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,750
2026-10-05 07:50 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,566
2026-10-05 07:47 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 10,435
2026-10-05 07:46 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,447
2026-10-05 07:46 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 8,159
2026-10-05 07:45 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,944
2026-10-05 07:43 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,104
2026-10-05 07:42 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,138
2026-10-05 07:39 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,260
2026-10-05 07:39 rejected invert trusted hardware huihui_ai/deepseek-r1-abliterated:32b 17,389
2026-10-05 07:37 rejected fresh nullifier huihui_ai/deepseek-r1-abliterated:32b 8,538
2026-10-05 07:37 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 26,716
2026-10-05 07:35 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,498
2026-10-05 07:34 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,026
2026-10-05 07:33 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 8,574
2026-10-05 07:30 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,764
2026-10-05 07:29 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,191
2026-10-05 07:28 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,064
2026-10-05 07:26 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,440
2026-10-05 07:25 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,134
2026-10-05 07:23 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,826
2026-10-05 07:22 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 18,816
2026-10-05 07:21 rejected cross deposit bound huihui_ai/deepseek-r1-abliterated:32b 9,753
2026-10-05 07:20 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 17,636
2026-10-05 07:18 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 16,270
2026-10-05 07:17 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 16,837
2026-10-05 07:16 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,163
2026-10-05 07:15 rejected fresh quorum huihui_ai/deepseek-r1-abliterated:32b 8,471
2026-10-05 07:14 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 8,876
2026-10-05 07:13 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 18,373
2026-10-05 07:12 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,762
2026-10-05 07:11 rejected fresh other huihui_ai/deepseek-r1-abliterated:32b 17,862
2026-10-05 07:08 rejected cross other huihui_ai/deepseek-r1-abliterated:32b 9,593
2026-10-05 07:07 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,704
2026-10-05 07:06 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 7,916
2026-10-05 07:05 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,395
2026-10-05 07:04 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,049
2026-10-05 07:00 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,304
2026-10-05 06:59 rejected invert nullifier huihui_ai/deepseek-r1-abliterated:32b 11,364
2026-10-05 06:56 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,681
2026-10-05 06:55 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,848
2026-10-05 06:54 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,800
2026-10-05 06:49 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 16,368
2026-10-05 06:48 rejected invert other huihui_ai/deepseek-r1-abliterated:32b 8,360
2026-10-05 06:47 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,079
2026-10-05 06:46 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 17,067
2026-10-05 06:44 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 16,509
2026-10-05 06:43 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,343
2026-10-05 06:42 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,540
2026-10-05 06:41 open_detection cross โ€” huihui_ai/deepseek-r1-abliterated:32b 39,662
2026-10-05 06:38 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,348
2026-10-05 06:37 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,090
2026-10-05 06:36 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,085
2026-10-05 06:34 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 16,111
2026-10-05 06:32 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 8,652
2026-10-05 06:31 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 15,861
2026-10-05 06:29 rejected invert quorum huihui_ai/deepseek-r1-abliterated:32b 9,337
2026-10-05 06:28 open_detection mutate โ€” huihui_ai/deepseek-r1-abliterated:32b 24,790

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 235
  • other 108
  • nullifier 89
  • trusted hardware 34
  • quantum 13
  • epoch beacon 12
  • deposit bound 7
  • consensus at spend time 6
  • SPAD / detector 1
  • cloner theorem 1
  • Spekkens / epistricted 1

Models

  • huihui_ai/deepseek-r1-abliterated:32b 829
  • qwen3:32b 15
  • operator 2

Promoted to a page

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

Nothing promoted to a public page yet.