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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 ↗5142 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
Show HN: AegisKernel – Zero-trust deterministic security runtime for AI agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ruby classes powered by LLM batteries (Squishling) ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Context-tax – what Claude Code sends before you type a word ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Check if your AI Agent looks good for clients ↗
Just sign in with a free account, go to the Agents Scoring section, and paste the public URL of your x402/mpp agent. It will tell you what can be discovered by clients, what you can improve, etc.
- Hacker News · Posted on Hacker News · First archived
Show HN: Paveo – Check Claude Code, Codex and Cursor commands before they run ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
Adking98/MN-12B-Celeste-V1.9-GGUF — model update ↗
# Uploaded finetuned model - **Developed by:** adking98 - **License:** apache-2.0 - **Finetuned from model :** unsloth/Qwen2.5-14B-Instruct-bnb-4bit This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. [ ](https://github.com/unslothai/unsloth)
- Hacker News · Posted on Hacker News · First archived
The Fight over OpenAI's Math Breakthrough Is a New Kind of Scientific Arms Race ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
OpenLLM-France/Luciole-8B-Audio-1.0 — model update ↗
 # Model Card for Luciole-8B-Audio-1.0 * [Model Description](#model-description) * [Bias, Risks, and Limitations](#bias-risks-and-limitations) * [Recommendations](#recommendations) * [Training details](#training-details) * [Training data](#training-data) * [Instruction template](#instruction-template) * [Training Procedure](#training-procedure) * [Evaluation](#evaluation) * [Using the model](#using-the-model) * [With vLLM](#with-vllm) * [With NeMo](#with-nemo) * [Example prompts for each task](#example-prompts-for-each-task) * [Acknowledgements](#ack
- Hacker News · Posted on Hacker News · First archived
We generate accessible color palettes for AI-built apps ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Cr34te.it – a website anyone can rewrite one turn at a time with AI ↗
Yeah I built this out of a silly idea a couple of weeks ago. You can change what the website shows. You may change minor things or add something completely new. It bascially works like that: 1. You claim a turn. If the queue is empty, you start right away. 2. When it's your turn, you copy a prompt to a web based AI or - more comfy - our local coding agent. 3. The AI will fetch the current status of the website and ask what you want to change. 4.…
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.