THE INTERNET IS THINKING
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.
Open in the map ↗5919 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.
- GitHub · Repository created · First archived
MXMX0811/gpt-6-astra-game ↗
Open-source repository in JavaScript.
- Hacker News · Posted on Hacker News · First archived
OpenAI and Microsoft Admits LLMs Are Destroying the Web and Built on Theft ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Snowden on AI Surveillance and Freedom of Speech [video] ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
ESA and Mistral strengthen cooperation on AI ↗
Hacker News discussion.
- arXiv · Published · First archived
On the Limits of Univariate Deep Learning for Significant Wave Height Forecasting ↗
This study conducts a systematic hyperparameter search across five deep learning architectures, DLinear, LSTM, PatchTST, ResAttLstm, and Mamba2, and nine context lengths (1-168 h) for single-station significant wave height (Hs) forecasting on NDBC buoy 41009, followed by re-evaluation of the best configurations on a 47-buoy, 37-year corpus. The five families converge to a common performance level on the multi-buoy evaluation (between-family SD = 0.0014 m^2, 0.8% of the grand mean), a spread dwarfed by the 4.83x cross-dataset MSE shift between buoy corpora. All multi-buoy trials beat persistenc…
- GitHub · Repository created · First archived
macmaia/catraca ↗
Provenance-aware authorisation for LLM agent tool calls. Denies a call when a consequential argument came from untrusted content. Stdlib only.
- GitHub · Repository created · First archived
matank001/clodfarm ↗
clodfarm (say it out loud): a farm of Claude Code agents. Plant a mission, they split it into sub-agents, open the work, and pace themselves on each account's real 5-hour and weekly usage. Steer it from the Claude app.
- GitHub · Repository created · First archived
architectds/collabosm ↗
A local app that rents a GPU in your own Colab account and serves Qwen3.8 on it: 27B on an A100-40G, or Flash-Next (125B-A6B MoE) on an A100-80G. The cost is shown before it starts; chat with images; Codex or any OpenAI client uses a fixed local /v1. Auto-stop, CU ledger, live prefill/decode. Windows, macOS, Linux.
- Hacker News · Posted on Hacker News · First archived
Nobody Has a Good Answer for Agentic Identity Yet ↗
Hacker News discussion.
- GitHub · Repository created · First archived
ntlm1686/Your-language-model-is-already-a-decision-model ↗
We compared unfinetuned Qwen with Jev on decision accuracy, calibration, and latency, and found comparable accuracy and lower average calibration error without decision-specific fine-tuning.
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 ↗
Follow a thread
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.