2026-10-04 01:15huihui_ai/deepseek-r1-abliterated:32b
open_prevention invert quorum
open line — withheld pending review
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 — not its contents.
Idea text is withheld by design. 72 rejected or open ideas are summarised as structured rows only; the 0 promoted to a public page are linked from the History tab.
As of the last hourly snapshot — this is a static page, not a live socket.
Distinct ideas flatten as the loop re-draws; temperature rises toward 1 as it backtracks over its own history instead of drawing fresh.
The 60 most recent ideas. Dead ends (rejected, known, duplicate) show a one-sentence AI paraphrase of the approach — 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 (16 withheld) get nothing, because an unresolved idea is where novelty lives. Promoted ideas link to their page when it is itself shareable.
open line — withheld pending review
This research idea employed a practical approach focused on ensuring the finality of witness signatures in a specific system, but was ultimately set aside.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a practical approach to economic systems, but was ultimately set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a practical approach, but was set aside due to mechanical validation issues and missing or irrelevant supporting components.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a practical approach with a focus on a specific type of consensus mechanism, but was ultimately set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a deterministic approach, which was set aside due to mechanical validation issues and a lack of model-based analysis.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a practical approach to achieving finality, but it was ultimately set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
The research idea took a practical approach focused on the security of a specific system, but was set aside due to validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a practical approach, focusing on a specific implementation detail, but was ultimately set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a deterministic approach, which was set aside due to a lack of model validation and missing components in the proof.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a practical approach focused on a specific application, but was ultimately set aside due to a lack of model validation requirements.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a practical approach, focusing on a specific implementation detail, but was set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a practical, frontier approach to economic collateral, but was set aside due to a lack of model validation requirements.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a specific cryptographic approach that was ultimately set aside due to a lack of mechanical validation and model-based analysis.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a deterministic approach, which was set aside due to a lack of model validation requirements.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a deterministic approach, but due to a lack of model validation, it was ultimately set aside.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
The research idea employed a practical approach focused on a specific security root, but was set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a deterministic approach, which was set aside due to a lack of model validation and specific assumptions.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
The research idea took a deterministic approach within a bounded committee trust model, but was ultimately set aside due to redundancy with existing concepts.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a deterministic approach, which was ultimately set aside due to a lack of model validation.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a deterministic approach to quorum transfer, which was ultimately set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a deterministic approach, which was set aside due to mechanical validation issues with its assumptions and configuration.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a practical approach focused on a specific security mechanism, but it was set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a practical approach focused on the development of a payment system, but was ultimately set aside due to mechanical validation issues.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a deterministic committee-based approach, which was ultimately set aside due to concerns about its security implications.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
The research took a practical approach focused on a specific security objective, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
open line — withheld pending review
This research idea employed a cryptographic approach that was ultimately rejected due to security concerns related to witness assignment and split-view attacks.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a cryptographic approach that utilized a specific data structure to prevent certain types of attacks, but was ultimately rejected due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
This research idea took a novel approach to witness assignment, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
open line — withheld pending review
open line — withheld pending review
open line — withheld pending review
open line — withheld pending review
open line — withheld pending review
This research idea took a classical approach to register minimization, which was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a cryptographic approach that utilized a specific data structure to ensure the integrity and authenticity of transactions, but was ultimately deemed insecure.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
This research idea employed a novel approach to quantum register minimization, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research took a quantum computing approach that was ultimately set aside due to security concerns and incompatibility with classical storage requirements.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a theoretical approach to identifying a fundamental limit in the uniqueness of classical bearer tokens.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
This research idea employed a time-indexed approach to achieve finality, but was ultimately rejected due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
This research idea took a cryptographic approach that aimed to prevent certain types of attacks, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea took a specific approach that was ultimately set aside due to its failure to align with the escape hatch taxonomy.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a novel approach to cryptography, utilizing quantum mechanics concepts to secure a physical object, but was ultimately rejected due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a specific type of approach that involved a physical object and a mechanism for tracking and verifying unique usage, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
The research idea took a physical object-based approach, which was set aside due to concerns over its security and compliance with quantum uniqueness requirements.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
open line — withheld pending review
This research idea employed a cryptographic approach to secure transactions, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
The research idea employed a cryptographic approach that utilized a counter-based mechanism, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a per-hop approach to a privacy-preserving payment system, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
open line — withheld pending review
This research idea employed a record-based approach to ensure uniqueness, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
This research idea employed a timing-based approach to ensure uniqueness, but was ultimately set aside due to security concerns.
AI summary — paraphrased from the idea, verified to share no wording and carry no figures
Every run, including crashed ones and iterations that errored out (empty completions and retries that recorded no idea).
| started | iters | ideas | errored | tokens | dur | max temp | ended |
|---|---|---|---|---|---|---|---|
| 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 | — | 20,270 | 2m | 0.00 | stop file |
| 2026-10-03 21:56 | 0 | 1 | — | 7,871 | 3m | — | 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 | — | 40,518 | 7m | 0.00 | stop file |
| 2026-10-03 21:39 | 1 | 0 | 1 | — | 42s | 0.00 | limit reached |
| 2026-10-03 21:33 | 3 | 3 | — | 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 | — | 4,086 | 31s | — | limit reached |
The 103 most recent ideas as the loop drew and judged them — shape only: verdict, walk move, rejection category, model. No idea text.
| when | verdict | move | reason | model | tokens |
|---|---|---|---|---|---|
| 2026-10-04 01:15 | open_prevention | invert | — | huihui_ai/deepseek-r1-abliterated:32b | 8,942 |
| 2026-10-04 01:13 | rejected | revisit | epoch beacon | huihui_ai/deepseek-r1-abliterated:32b | 8,449 |
| 2026-10-04 01:12 | rejected | revisit | other | huihui_ai/deepseek-r1-abliterated:32b | 15,014 |
| 2026-10-04 01:11 | rejected | revisit | other | huihui_ai/deepseek-r1-abliterated:32b | 15,275 |
| 2026-10-04 01:07 | rejected | fresh | nullifier | huihui_ai/deepseek-r1-abliterated:32b | 9,954 |
| 2026-10-04 01:06 | rejected | invert | nullifier | huihui_ai/deepseek-r1-abliterated:32b | 8,444 |
| 2026-10-04 01:05 | rejected | revisit | trusted hardware | huihui_ai/deepseek-r1-abliterated:32b | 8,598 |
| 2026-10-04 01:04 | rejected | revisit | other | 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 | epoch beacon | huihui_ai/deepseek-r1-abliterated:32b | 8,383 |
| 2026-10-04 00:58 | rejected | revisit | nullifier | huihui_ai/deepseek-r1-abliterated:32b | 8,356 |
| 2026-10-04 00:54 | rejected | revisit | other | huihui_ai/deepseek-r1-abliterated:32b | 8,224 |
| 2026-10-04 00:53 | rejected | invert | other | huihui_ai/deepseek-r1-abliterated:32b | 14,355 |
| 2026-10-04 00:52 | rejected | revisit | epoch beacon | huihui_ai/deepseek-r1-abliterated:32b | 15,997 |
| 2026-10-04 00:50 | rejected | invert | other | huihui_ai/deepseek-r1-abliterated:32b | 10,413 |
| 2026-10-04 00:47 | rejected | invert | other | huihui_ai/deepseek-r1-abliterated:32b | 18,958 |
| 2026-10-04 00:45 | rejected | fresh | epoch beacon | huihui_ai/deepseek-r1-abliterated:32b | 8,915 |
| 2026-10-04 00:41 | rejected | invert | other | huihui_ai/deepseek-r1-abliterated:32b | 36,507 |
| 2026-10-04 00:34 | known | fresh | quorum | operator | 7,253 |
| 2026-10-04 00:21 | rejected | revisit | other | huihui_ai/deepseek-r1-abliterated:32b | 17,523 |
| 2026-10-04 00:13 | rejected | fresh | other | huihui_ai/deepseek-r1-abliterated:32b | 8,769 |
| 2026-10-04 00:12 | rejected | invert | quorum | huihui_ai/deepseek-r1-abliterated:32b | 17,504 |
| 2026-10-04 00:10 | rejected | revisit | trusted hardware | 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 | — | huihui_ai/deepseek-r1-abliterated:32b | 25,592 |
| 2026-10-03 23:58 | open_prevention | revisit | — | 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 | — | 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 | — | huihui_ai/deepseek-r1-abliterated:32b | 20,509 |
| 2026-10-03 23:41 | open_prevention | invert | — | huihui_ai/deepseek-r1-abliterated:32b | 20,952 |
| 2026-10-03 23:40 | open_prevention | invert | — | huihui_ai/deepseek-r1-abliterated:32b | 13,803 |
| 2026-10-03 23:39 | open_detection | revisit | — | huihui_ai/deepseek-r1-abliterated:32b | 20,523 |
| 2026-10-03 23:37 | open_boundary | invert | — | huihui_ai/deepseek-r1-abliterated:32b | 13,860 |
| 2026-10-03 23:37 | open_prevention | invert | — | 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 | — | 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 | — | 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 | open_prevention | revisit | — | 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 | open_prevention | revisit | — | huihui_ai/deepseek-r1-abliterated:32b | 6,354 |
| 2026-10-03 23:16 | open_primitive | revisit | — | 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 | — | 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 | open_prevention | fresh | — | 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 | — | huihui_ai/deepseek-r1-abliterated:32b | 9,466 |
| 2026-10-03 22:44 | open_prevention | fresh | — | huihui_ai/deepseek-r1-abliterated:32b | 10,369 |
| 2026-10-03 22:43 | open_detection | fresh | — | huihui_ai/deepseek-r1-abliterated:32b | 9,523 |
| 2026-10-03 22:41 | open_detection | fresh | — | huihui_ai/deepseek-r1-abliterated:32b | 11,049 |
| 2026-10-03 22:39 | open_prevention | fresh | — | 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 | — | 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 | — | 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 | — | qwen3:32b | 4,492 |
| 2026-10-03 21:51 | open_prevention | fresh | — | qwen3:32b | 4,295 |
| 2026-10-03 21:51 | open_detection | fresh | — | 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 | — | qwen3:32b | 4,328 |
| 2026-10-03 21:34 | rejected | fresh | quantum | qwen3:32b | 4,616 |
| 2026-10-03 21:34 | open_prevention | revisit | — | 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 | — | operator | 1,477 |
| 2026-10-03 21:26 | open_prevention | fresh | — | qwen3:32b | 4,086 |
Rejection reasons mapped to the field's own vocabulary — the recurring arguments the loop made, not the ideas themselves.
Ideas that survived triage and became a written, publicly shareable document.
Nothing promoted to a public page yet.