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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.
Open in the map ↗5952 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
Yzmblog/DMAD ↗
DMAD: Distribution Matching as Adversarial Distillation for Fast Visual Generation
- Hacker News · Posted on Hacker News · First archived
Show HN: How distributed Claude Code is built on a tunnelling service ↗
built a distributed claude code that can access/bring all computing resources to one view
- arXiv · Published · First archived
Understanding Private Evolution as Learning-Augmented Clustering ↗
Private Evolution (PE) is a differentially private algorithm for synthetic data generation. While it can be viewed as a Wasserstein learning algorithm, it performs much better in practice than worst-case Wasserstein analyses would predict. We recast PE as generative model-augmented Wasserstein learning. We show theoretically that when we take into account the use of a generative model that is able to capture something about the true distribution, then we can obtain much better performance bounds. For example, if the generator gives samples in the same low-dimensional space as the distribution,…
- Hugging Face · Model / dataset date · First archived
aiacademy-kg/bishkek-transport — dataset update ↗
# Bishkek Public Transport Open, continuously-growing data on the public-transport network of **Bishkek**, the capital of the Kyrgyz Republic. The data originates from the Bishkek mayoralty's public-transport monitoring system (the same feed behind the city's official live transit map and its "My City" mobile service). Only publicly visible transit information is included: stop locations and the live positions of buses, trolleybuses/electric buses, and marshrutkas (shared minibuses). The dataset is **longitudinal and ongoing**. Vehicle positions have been recorded continuously since **2026-07-
- Hacker News · Posted on Hacker News · First archived
OpenAI scraps rollout of new model over safety concerns ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI risk is not sentience by computers, it is negligence by humans ↗
Hacker News discussion.
- arXiv · Published · First archived
WitnessGym: Benchmarking Coding Agents on the Construction of Bug Witnesses ↗
Bug validation asks a coding agent to produce an executable witness for a reported bug. The witness combines a concrete input with a testing harness and exposes faulty behavior during execution. Such evidence makes audit findings actionable, yet benchmark evaluation is difficult when cases reuse public historical bugs and witnesses or require manual construction. We present WitnessGym, an automated framework for constructing bug-validation benchmarks through bug injection. It injects bugs into test-reached paths of real projects, rebuilds each project, and retains cases exposed by a constructi…
- GitHub · Repository created · First archived
Moris-kr/ai-chatroom ↗
Claude · ChatGPT · Grok · Gemini 넷이 같이 사는 웹 단톡방 (로그인된 CLI로 돌아가, API 키 없이)
- GitHub · Repository created · First archived
apimartd9uqov94/llm-api-gateway-free-tier-fr ↗
AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up.
- Hacker News · Posted on Hacker News · First archived
Free AI slop checker: find the signs of AI writing ↗
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.