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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 ↗6031 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.
- Hacker News · Posted on Hacker News · First archived
I Made AI Look at Traces. For Science ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Claude Code saves transcript.jsonl. The log is the truth ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
I let AI agents write most of a live-trading codebase ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Claude Is "At Capacity" ↗
When loading an existing chat, Claude errors to “Claude is at capacity”. Anyone else seeing this? Status page indicates no issues.
- Hacker News · Posted on Hacker News · First archived
Claude partial outage ↗
Hacker News discussion.
- arXiv · Published · First archived
Retrieve, Reproduce, Reveal: Dissecting Retrieval-Augmented Software Vulnerability Detection ↗
Retrieval-Augmented Generation (RAG) is increasingly used to enhance Large Language Model (LLM)-based software vulnerability detection by grounding predictions in retrieved vulnerability knowledge, such as vulnerability reports. However, existing RAG-based software vulnerability detection (RAG4SVD) systems are often evaluated using proprietary models, which challenges open science and reproducibility. Further, studies use different datasets, custom knowledge bases, different backbone models, and diverse metrics, which hinders meaningful cross-system comparison. In this work, we study six open-…
- Hacker News · Posted on Hacker News · First archived
Why Secret Collaboration Is an AI Agent Security Risk ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Anthropic is "destructively scanning" books. Should you care? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
ListingLift – AI Listings for Etsy, eBay, and Shopify ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Investors vehemently hate AI-generated decks, how do you get around that? ↗
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.