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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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5197 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. Hacker News · Posted on Hacker News · First archived

    Show HN: Turn your keyboard's Caps Lock LED into a status light for Claude Code ↗

    Hacker News discussion.

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

    Nvidia's Nemotron 3.5 Bolt 74B Brings 74B AI Models to Local Hardware ↗

    Hacker News discussion.

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

    AI is mass decompiling games. That's both awesome and scary ↗

    Hacker News discussion.

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

    ASML's strong orders ease fears AI spending boom is running out of steam ↗

    Hacker News discussion.

  5. arXiv · Published · First archived

    P2Patch: Exploit-Guided Vulnerability Repair ↗

    Large language models are increasingly deployed as autonomous agents for automated program repair, patching software vulnerabilities through multi-step reasoning and tool use. Yet these systems typically validate a patch against the same evidence used to construct it -- a static alert, sanitizer trace, published exploit, or test suite. A patch that blocks that one piece of evidence can therefore look successful while remaining vulnerable to the same vulnerability with some variation. We present P2Patch, a generative adversarial repair system that treats each patch as a new attack target. Start…

  6. GitHub · Repository created · First archived

    RosaliePerron/Claude-mascot ↗

    A little animated Claude mascot for Claude Code that reacts to your session

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

    Mathematical proof in the age of AI ↗

    Hacker News discussion.

  8. GitHub · Repository created · First archived

    Yannis100/vita-port-skill ↗

    Agent skill for porting games and engines to the PS Vita (VPK homebrew): VitaSDK, vitaGL, Android .so loader, static recomp, API emulation

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

    Claude can write executables in pure bytes, no language or compiler in between ↗

    Hacker News discussion.

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

    Construction Blueprints Generated by AI? ↗

    Hacker News discussion.

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.