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Earlier sources: Artificial Intelligence

Artificial intelligence covers systems that learn from data, generate content, perceive their surroundings, or act toward a goal. Follow model research, agent tooling, evaluation, and the infrastructure used to build and run these systems.

SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.

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6030 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.

Earlier sources

Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.

  1. Hugging Face · Model / dataset date · First archived

    lackonendes/PAW-27B-X3.1-GGUF — model update ↗

    # PAW-27B-X3.1 Run `Qwen/Qwen3.8-27B` with good quality on a single RTX 3090 (24 GB VRAM) at full 262,144-token context — 129 tok/s generation, up to 1268 tok/s prompt processing. This is an update to our earlier PAW-27B-X3 release, with lower quality loss at the same file sizes. Requires [`llama-paw`](https://github.com/irawanw/llama-paw) — stock llama.cpp cannot read these files. **Recommended: the 3.5 bpw file.** It's the most tested and has full benchmark results below. | | PAW-27B-X3.1 (3.5 bpw) | |---|---| | size | 11.50 GiB | | quality vs Q8 (code KL, lower is better) | 0.02113 chat / 0

  2. Hacker News · Posted on Hacker News · First archived

    Vast-10M: The First Frontier LLM with 10M Tokens of Context ↗

    Hacker News discussion.

  3. GitHub · Repository created · First archived

    T8mars/Comfyui-Qwen-Image-2.1-MultiAngle-T8 ↗

    Open-source repository in JavaScript.

  4. Hacker News · Posted on Hacker News · First archived

    Show HN: Guardrails for Claude Code: blocks rm -RF, reports what loaded ↗

    Hacker News discussion.

  5. Hacker News · Posted on Hacker News · First archived

    Getting AI 'drunk' makes it more likely to break rules and share secrets ↗

    Hacker News discussion.

  6. GitHub · Repository created · First archived

    alphaparkinc/genpark-personal-vault-zero-knowledge-sanitizer-skill ↗

    Local-first zero-knowledge personal vault encryptor and PII sanitizer masking credentials, credit cards, and addresses before cloud LLM dispatch with client-side rehydration.

  7. GitHub · Repository created · First archived

    Alpha-Park/genpark-multimodal-voice-prosody-sentiment-analyzer-skill ↗

    Multi-modal speech prosody and vocal sentiment analyzer detecting speech rate, pitch variance, and user cognitive fatigue to dynamically calibrate agent response pacing.

  8. GitHub · Repository created · First archived

    alphaparkinc/genpark-multimodal-voice-prosody-sentiment-analyzer-skill ↗

    Multi-modal speech prosody and vocal sentiment analyzer detecting speech rate, pitch variance, and user cognitive fatigue to dynamically calibrate agent response pacing.

  9. GitHub · Repository created · First archived

    Alpha-Park/genpark-personal-communication-triage-sentinel-skill ↗

    Autonomous personal communication and email triage sentinel performing multi-factor urgency scoring, VIP filtering, and context-aware executive auto-drafting.

  10. GitHub · Repository created · First archived

    alphaparkinc/genpark-personal-communication-triage-sentinel-skill ↗

    Autonomous personal communication and email triage sentinel performing multi-factor urgency scoring, VIP filtering, and context-aware executive auto-drafting.

Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.

How to assess evidence about Artificial Intelligence

Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.

See the collection and counting methodology ↗ · Read the weekly synthesis ↗

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.