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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 ↗6022 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.
- arXiv · Published · First archived
Merged, Not Measured: An Empirical Study of Performance Issues Fixed by Coding Agents ↗
Coding agents open pull requests (PRs) that claim to speed up software, but studies of human performance fixes say little about how maintainers respond to such a fix or whether its claim holds. From the 71,677 agent PRs of AIDev v4, a text filter and codebook coding by language models and by the authors select 1,262 performance issues fixed by six agents in 582 repositories. We code each issue and its tests and re-execute 23 rejected and 30 merged fixes. (1) 57% of closed fixes are merged, 61% of rejections give no stated reason, and only 6 of the 23 re-executed rejected claims held under our…
- Hacker News · Posted on Hacker News · First archived
We're hiring engineers because of the edge AI gives us ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Claude Sonnet 5.5 for code review: More catches than Sonnet 5, in half the time ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Apple Reportedly Planned to Replace 5k Support Employees with AI ↗
Hacker News discussion.
- arXiv · Published · First archived
Dagger: Decoupling-based Model Stealing Attack against Graph Neural Networks ↗
As Graph Neural Networks (GNNs) are widely deployed as Machine Learning-as-a-Service (MLaaS) APIs, model stealing attacks have emerged as a critical security threat. By querying a victim model's black-box API, an adversary can construct a functionally equivalent surrogate model, compromising proprietary intellectual property and downstream security. Existing GNN stealing attacks, however, rely on overly permissive assumptions, such as soft-label outputs, large query budgets, full-graph query access, and prior knowledge of victim backbones that rarely hold in real-world deployments. In this wor…
- GitHub · Repository created · First archived
strands-labs/strands-decider ↗
A small, fast decision model, or system one model, for agentic workflows. Pick between options or rate on a scale faster than an LLM, with a calibrated confidence on every decision.
- Hacker News · Posted on Hacker News · First archived
A bestselling novel was pulled from a French literary prize after AI accusations ↗
Hacker News discussion.
- GitHub · Repository created · First archived
mlc-ai/TIRx-harness ↗
An Open Compiler Harness for Agentic GPU Programming
- Hacker News · Posted on Hacker News · First archived
AI models keep posting screenshots showing sensitive data from inside companies ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
OpenZL v0.3.0, compression with a Neural Network ↗
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.