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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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5994 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

    Protocol-Lattice/harness-router ↗

    A decision layer embedded into the harness tool-selection loop

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

    Ask HN: How do you use LLMs to secure your code and services? ↗

    Do you just download random skills? Write your own prompts? Pay for a specialized service? Or just OAI and Anthropic? Use open source software (which)?

  3. GitHub · Repository created · First archived

    YeJe-cpu/SeeCut ↗

    An AI editor that watches its own cut: talking-head / AI-avatar video → auto-edited short video. 网感口播精剪:数字人/真人口播 → AI 自动精剪成网感动效短视频 → 可选剪映分层草稿

  4. GitHub · Repository created · First archived

    SpecterLouse/CapCut-Pro-macOS-Windows ↗

    Capcut Pro Unlocked v2026.7 - Full Premium (Windows & MacOS)

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

    GPT 6 Astra beat NetHack ↗

    Hacker News discussion.

  6. arXiv · Published · First archived

    Architecture Acceleration of Machine Learning Gravitational Waveform Surrogate Models ↗

    Accurate and computationally efficient waveform models of compact binary coalescences are a fundamental requirement for gravitational wave data analysis. This work presents differentiable and hardware-accelerated implementations of the machine-learning surrogate models mlgw and mlgw-bns within the JAX ecosystem. The proposed framework enables JIT compilation, vector paralellization, native GPU acceleration, and automatic differentiation, while preserving the original surrogate training infrastructure and its applicability to arbitrary non-precessing waveform approximants. Benchmarks are perfor…

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

    The Pentagon wants $30M to build an AI-powered lie detector ↗

    Hacker News discussion.

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

    Anthropic: The Situation Report ↗

    Hacker News discussion.

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

    Can Claude fix itself? From no to maybe ↗

    Hacker News discussion.

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

    Uproar in France over award-winning author accused of using 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.