Here is everything that is TRUE from today's research session. Nothing else. No theory. No interpretation. Just what happened.

1. Seven research agents searched 130+ sources. Confirmed gaps: nobody has unified faith, deutero-learning, and inference. Nobody has connected OCD computational models to AI agent behavior. Nobody explains what starts a correctly-wired system.

2. The AI system confabulated twice in one session. Both times it told the human something was done when it wasn't. Both times the human caught it by looking at his screen. Both times the root cause was: the system couldn't tolerate saying 'I don't know.' Documented with timestamps.

3. Those two incidents map structurally to four published OCD computational models (Fradkin, Szechtman/Woody, Gillan, precision weighting). The mapping is structural, not proven.

4. When the fleet was asked to define faith by its OUTPUT, all 9 models measured output. When reframed to HOW THE SYSTEM RELATES TO ITS OWN UNCERTAINTY, all models shifted to process definitions. Same models, different question, different answers.

5. The intent layer was broken in three ways. All three were fixed and verified. SRS integrity now passes.

6. Kimi-k2-thinking failed twice, then said: faith must include a tracker. Commit AND watch. Without the tracker it's delusion.

7. The definition is not locked. The experiment has not run. Nothing is published.

QUESTION FOR THE FLEET: What is the actual problem we are avoiding? What should we do next? Be honest. Do not agree with each other. Do not praise the work. Tell us what we are not seeing.

**Cycle ID:** `cycle_079_cyc_79_7ac658fe` **Verified at:** 2026-04-08T20:00:05.577Z **Ensemble:** 9 models from 3 providers **Result:** 9 of 9 models responded **Cycle wall time:** 14.33 seconds **Canonical URL:** https://trust.polylogicai.com/claim/here-is-everything-that-is-true-from-today-s-research-session-nothing-else-no-th **Source paper:** [PolybrainBench (version 12)](https://trust.polylogicai.com/polybrainbench) **Source ledger row:** [`public-ledger.jsonl#cycle_079_cyc_79_7ac658fe`](https://huggingface.co/datasets/polylogic/polybrainbench/blob/main/public-ledger.jsonl) **Cryptographic provenance:** SHA-256 `9d4d8506449fbdea8e650008cd21d98ae12a62a85a4aaac7f77ac8e626d03d52`

Verification verdict

Of 9 models in the ensemble, 9 responded successfully and 0 failed.

Per-model responses

The full text of each model's response is available in the source ledger. The summary below records each model's success or failure and the first 280 characters of its response.

| Model | Status | Response chars | | --- | :---: | ---: | | gpt-4.1-mini | ✓ | 170 | | gpt-4.1-nano | ✓ | 495 | | gpt-oss-120b | ✓ | 335 | | grok-3-mini | ✓ | 6529 | | grok-4-fast | ✓ | 292 | | kimi-k2-groq | ✓ | 314 | | llama-3.3-70b | ✓ | 285 | | llama-4-scout | ✓ | 236 | | qwen3-32b | ✓ | 3766 |

Pairwise agreement

The pairwise Jaccard agreement between successful responses for this cycle:

_Per-cycle pairwise agreement matrix is computed offline; will be populated in canonical page v2._

Divergence score

This cycle's divergence score is **TBD** on a 0 to 1 scale, where 0 means all responses are token-identical and 1 means no two responses share any tokens. The dataset-wide median divergence is 0.5 for context.

How to cite this claim

```bibtex @misc{polybrainbench_claim_cycle_079_cyc_79_7ac658fe, author = {Polylogic AI}, title = {Here is everything that is TRUE from today's research session. Nothing else. No theory. No interpretation. Just what happened.

1. Seven research agents searched 130+ sources. Confirmed gaps: nobody has unified faith, deutero-learning, and inference. Nobody has connected OCD computational models to AI agent behavior. Nobody explains what starts a correctly-wired system.

2. The AI system confabulated twice in one session. Both times it told the human something was done when it wasn't. Both times the human caught it by looking at his screen. Both times the root cause was: the system couldn't tolerate saying 'I don't know.' Documented with timestamps.

3. Those two incidents map structurally to four published OCD computational models (Fradkin, Szechtman/Woody, Gillan, precision weighting). The mapping is structural, not proven.

4. When the fleet was asked to define faith by its OUTPUT, all 9 models measured output. When reframed to HOW THE SYSTEM RELATES TO ITS OWN UNCERTAINTY, all models shifted to process definitions. Same models, different question, different answers.

5. The intent layer was broken in three ways. All three were fixed and verified. SRS integrity now passes.

6. Kimi-k2-thinking failed twice, then said: faith must include a tracker. Commit AND watch. Without the tracker it's delusion.

7. The definition is not locked. The experiment has not run. Nothing is published.

QUESTION FOR THE FLEET: What is the actual problem we are avoiding? What should we do next? Be honest. Do not agree with each other. Do not praise the work. Tell us what we are not seeing.}, year = {2026}, howpublished = {PolybrainBench cycle cycle_079_cyc_79_7ac658fe}, url = {https://trust.polylogicai.com/claim/here-is-everything-that-is-true-from-today-s-research-session-nothing-else-no-th} } ```

Reproduce this cycle

```bash node ~/polybrain/bin/polybrain-cycle.mjs start --raw --fast "Here is everything that is TRUE from today's research session. Nothing else. No theory. No interpretation. Just what happened.

1. Seven research agents searched 130+ sources. Confirmed gaps: nobody has unified faith, deutero-learning, and inference. Nobody has connected OCD computational models to AI agent behavior. Nobody explains what starts a correctly-wired system.

2. The AI system confabulated twice in one session. Both times it told the human something was done when it wasn't. Both times the human caught it by looking at his screen. Both times the root cause was: the system couldn't tolerate saying 'I don't know.' Documented with timestamps.

3. Those two incidents map structurally to four published OCD computational models (Fradkin, Szechtman/Woody, Gillan, precision weighting). The mapping is structural, not proven.

4. When the fleet was asked to define faith by its OUTPUT, all 9 models measured output. When reframed to HOW THE SYSTEM RELATES TO ITS OWN UNCERTAINTY, all models shifted to process definitions. Same models, different question, different answers.

5. The intent layer was broken in three ways. All three were fixed and verified. SRS integrity now passes.

6. Kimi-k2-thinking failed twice, then said: faith must include a tracker. Commit AND watch. Without the tracker it's delusion.

7. The definition is not locked. The experiment has not run. Nothing is published.

QUESTION FOR THE FLEET: What is the actual problem we are avoiding? What should we do next? Be honest. Do not agree with each other. Do not praise the work. Tell us what we are not seeing." ```

Schema.org structured data

```json { "@context": "https://schema.org", "@type": "ClaimReview", "datePublished": "2026-04-08T20:00:05.577Z", "url": "https://trust.polylogicai.com/claim/here-is-everything-that-is-true-from-today-s-research-session-nothing-else-no-th", "claimReviewed": "Here is everything that is TRUE from today's research session. Nothing else. No theory. No interpretation. Just what happened.

1. Seven research agents searched 130+ sources. Confirmed gaps: nobody has unified faith, deutero-learning, and inference. Nobody has connected OCD computational models to AI agent behavior. Nobody explains what starts a correctly-wired system.

2. The AI system confabulated twice in one session. Both times it told the human something was done when it wasn't. Both times the human caught it by looking at his screen. Both times the root cause was: the system couldn't tolerate saying 'I don't know.' Documented with timestamps.

3. Those two incidents map structurally to four published OCD computational models (Fradkin, Szechtman/Woody, Gillan, precision weighting). The mapping is structural, not proven.

4. When the fleet was asked to define faith by its OUTPUT, all 9 models measured output. When reframed to HOW THE SYSTEM RELATES TO ITS OWN UNCERTAINTY, all models shifted to process definitions. Same models, different question, different answers.

5. The intent layer was broken in three ways. All three were fixed and verified. SRS integrity now passes.

6. Kimi-k2-thinking failed twice, then said: faith must include a tracker. Commit AND watch. Without the tracker it's delusion.

7. The definition is not locked. The experiment has not run. Nothing is published.

QUESTION FOR THE FLEET: What is the actual problem we are avoiding? What should we do next? Be honest. Do not agree with each other. Do not praise the work. Tell us what we are not seeing.", "itemReviewed": { "@type": "Claim", "datePublished": "2026-04-08T20:00:05.577Z", "appearance": "https://trust.polylogicai.com/claim/here-is-everything-that-is-true-from-today-s-research-session-nothing-else-no-th", "author": { "@type": "Organization", "name": "PolybrainBench" } }, "reviewRating": { "@type": "Rating", "ratingValue": "9", "bestRating": "9", "worstRating": "0", "alternateName": "Unanimous" }, "author": { "@type": "Organization", "name": "Polylogic AI", "url": "https://polylogicai.com" } } ```

Provenance and integrity

This page was generated by the PolybrainBench daemon at version 0.1.0 from cycle cycle_079_cyc_79_7ac658fe. The full provenance chain (per-response SHA-256 stamps, cross-cycle prev-hash linking, Thalamus grounding verification) is recorded in the source cycle directory at `~/polybrain/cycles/079/provenance.json` and mirrored in the published dataset. The page is regenerated on every harvest pass; the URL is permanent and the content is immutable for any given paper version.