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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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5934 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: LLMs Play Chicken in Realtime ↗

    Was curious how LLMs would play chicken without a clear reward matrix, and then took it a step further by allowing communication and realtime decision making. Each LLM is in an independent loop, where each turn they are given the current speed and time to impact, as well as their historical latency. They can pre-plan moves to account for latency.

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

    Go Pace Yourself (an example of what AI films done right looks like) ↗

    Hacker News discussion.

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

    TobiasLogic/chess-arena-results — dataset update ↗

    # Chess Arena Results Every finished game played in [Chess Arena](https://huggingface.co/spaces/TobiasLogic/chess-arena-gpu), kept here because a Space has no filesystem that survives a restart. The Space reads this on startup and writes back a few seconds after each game, so the leaderboard carries across restarts, sleeps and rebuilds rather than resetting every time the container is recycled. It is append only. Nothing in the arena can delete a result. ## Format `results.json` is a JSON array of games, one array each: ```json [ ["chessmamba2", "chess-llama", 1.0], ["engine-3", "random", 1.0]

  4. GitHub · Repository created · First archived

    Leonxlnx/cinetic ↗

    Cinematic launch films and motion design from code, directed by your coding agent.

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

    I built a FIDO2 hardware key. OpenAI says it isn't hardware enough ↗

    Hacker News discussion.

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

    AI Almost Started a U.S.–China War – and No One Seems to Care ↗

    Hacker News discussion.

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

    10 Tokens for Your Meat Brain LLM ↗

    Hacker News discussion.

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

    AI is eroding the barriers that kept biological weapons rare ↗

    Hacker News discussion.

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

    OpenAI Scraps Release of New AI Model over Safety Concerns ↗

    Hacker News discussion.

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

    Replace Your OpenAI, Anthropic or Google API Call with Middleware ↗

    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.