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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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5967 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. arXiv · Published · First archived

    Constrained Diffusion for Data-Scarce Orbital Monte Carlo in Constellation Tasking ↗

    Constellation Monte Carlo results depend on the orbital population used to evaluate a tasking policy. With scarce reference trajectories, replay limits geometric diversity, while independent orbital-element jitter can violate physical constraints. We study constrained diffusion for orbital-population augmentation. A force-conditioned diffusion model learns a 13-dimensional orbital prior, recovering semimajor axis from perigee altitude and eccentricity; Basilisk propagates each sample under one of five force-model tiers. Using 800 reference trajectories, we compare diffusion with jittered boots…

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

    Turn X Posts into Beautiful Visual Stories with AI ↗

    Hacker News discussion.

  3. GitHub · Repository created · First archived

    taewan2002/human-researcher ↗

    Agent skills that help researchers turn papers and ideas into proposals they can explain and defend, with evidence, feasible plans, and clear visuals.

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

    Triage GitHub Pull Requests with OpenAI's Decisions API ↗

    Hacker News discussion.

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

    Contamos – a shared multi-currency ledger your AI assistant can read and write ↗

    Hacker News discussion.

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

    LaraAI-Labs/tellama — model update ↗

    # Tellama models for local Android AI [한국어 안내](README.ko.md) · [Download and setup](docs/USAGE.md) · [Measurements](docs/EVALUATION.md) · [Tellama website](https://redpluglab.github.io/tellama/) Tellama runs language models locally on Android. This repository provides GGUF model files, their licenses, quantization recipes and evaluation records. Start with **TM Qwen3 4B Q4_K_M** if you want the model used in Tellama's current high-end-device validation. It supports text conversations; Korean and English were included in our checks. **Current status, October 7, 2026:** the Tellama **1.3.11 (41)

  7. GitHub · Repository created · First archived

    dantaspaulo/claquete ↗

    Claquete.ai: o estúdio de vídeo que o Claude opera. Demonstração de ferramenta, aula animada, vídeos para redes e edição, com voz por IA e travas de qualidade.

  8. GitHub · Repository created · First archived

    kk8o/wuxian-workshop ↗

    无限工坊:用AI写魔兽插件

  9. GitHub · Repository created · First archived

    zhuy3075-ui/X-agent-skill ↗

    通过 MCP 与 AI Agent 采集 X 帖子和评论,支持博主画像、选题素材研究与轻量小时监测。

  10. GitHub · Repository created · First archived

    Jakeschincariol/founder-skill ↗

    Eleven free Claude skills that test a business before you launch it: a board trained on Hormozi, Thiel and Jobs, a marketing director, a CFO, and a consumer panel of 100 buyer agents. Free, MIT.

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.