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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 ↗6011 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
Chengjun023/agent-smith ↗
Token 超支？快给史密斯打电话！ Better Call Smith. Adaptive model routing, a glassy Codex usage monitor, and reproducible benchmarks with receipts.
- Hacker News · Posted on Hacker News · First archived
AI solves a 'holy grail' problem from probability theory ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
The AI Race Just Got Awkward ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI Is a Collective Disaster ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Politicians on AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
What Happens Inside an LLM Server ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Glance – Build, evaluate, and monitor AI agents ↗
Hacker News discussion.
- GitHub · Repository created · First archived
sirkosophia/Where-OPD ↗
Where-OPD: Spatially Guided On-Policy Self-Distillation of MLLMs with Synthetic Scenes. Official implementation.
- Hacker News · Posted on Hacker News · First archived
Claude Cowork removes local-only mode for Pro and Max users on October 6 ↗
Hacker News discussion.
- arXiv · Published · First archived
Learning When and How to Intervene: A Hindsight-Distilled Sentinel for Coding Agents ↗
Coding agents solve repository-level tasks through sequences of actions, where a single erroneous action can misdirect subsequent decisions and increase recovery costs. Existing approaches use execution feedback for recovery or specialized checks to block errors, but deciding before execution whether intervention will benefit eventual task completion remains challenging. To address this challenge, we propose HiSentinel, a hindsight-distillation framework that trains lightweight 0.6B and 1.7B sentinels to select pre-execution interventions aimed at improving task completion rather than correcti…
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.