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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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5402 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. GitHub · Repository created · First archived

    Alpha-Park/genpark-semantic-prompt-cache-key-normalizer-and-hit-predictor-skill ↗

    Scrubs volatile request UUIDs and timestamps from prompts to maximize deterministic prefix cache hit rates | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550

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

    AI-Customized Plush Toys × Early Education Software – One-Stop OEM/ODM ↗

    Hacker News discussion.

  3. GitHub · Repository created · First archived

    Alpha-Park/genpark-context-window-semantic-compression-and-salience-pruner-skill ↗

    Scores conversational turns and tool outputs by semantic salience to prune low-value tokens within context budgets

  4. GitHub · Repository created · First archived

    alphaparkinc/genpark-context-window-semantic-compression-and-salience-pruner-skill ↗

    Scores conversational turns and tool outputs by semantic salience to prune low-value tokens within context budgets

  5. GitHub · Repository created · First archived

    Alpha-Park/genpark-human-in-the-loop-escalation-and-approval-gate-router-skill ↗

    Evaluates financial impact, state reversibility, and PII sensitivity to route high-risk agent actions to human sign-off

  6. GitHub · Repository created · First archived

    alphaparkinc/genpark-human-in-the-loop-escalation-and-approval-gate-router-skill ↗

    Evaluates financial impact, state reversibility, and PII sensitivity to route high-risk agent actions to human sign-off

  7. GitHub · Repository created · First archived

    study666-creme/weftcanvas ↗

    Weftcanvas 纬线 — 可直接连接中转站的开源 AI 无限画布。支持 BYOK、模型列表跟随与可配置协议;本地优先、自托管,AGPL-3.0 / 商业授权。交流 QQ 群 743378399

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

    AI boom keeps global growth near 3 percent despite energy shock, IMF says ↗

    Hacker News discussion.

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

    A Russian operator's DDoS-amplification lab, with an AI co-pilot ↗

    Hacker News discussion.

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

    Building an Observability Dashboard for a Claude Subscription ↗

    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.