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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 ↗5866 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
Video Upscaler AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Flathub walked back their generative AI ban, replaced with a disclosure policy ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Whitedeck – Black on White Keynote Like Slides Claude Skill ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ask HN: How do you use AI for building in public? ↗
Fellow founders, I know AI writing is strictly forbidden here. But I was wondering if yall hand write every single post on X or on Linkedin for ship updates or user engagement posts. For small team like mine, I'm in charge of my own account. Not gonna lie, content batching and writing everything from scratch are extra work for me. On the other side, when I outsource my content generation to AI, my personality gets washed away. I'm curious how oth…
- Hacker News · Posted on Hacker News · First archived
Claude OF DUTY – a browser FPS with no art assets ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Claude Gave the Brainfuck Ray Tracer a 9000x Speedup ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
OpenAI withdraws three mathematical results ↗
https://github.com/openai/math/blob/main/history.md
- Hugging Face · Model / dataset date · First archived
agurung/cobalt-seeded-rl-base-ramp25-stoppen-gen4k-ep2-ncp5-n3nc-iid16 — model update ↗
# seeded_rl_base_ramp25_stoppen_gen4k_ep2_ncp5_n3nc_iid16 — RL checkpoint (global step 32) **Role in this run:** best by pass@8 ## What it is An **OpenRLHF GRPO** reinforcement-learning checkpoint for Qwen3-4B. - Base model: `Qwen/Qwen3-4B-Instruct-2507` - Seeded from: base Qwen3-4B (no SFT seed — RL applied directly to the base model) - Saved at global step 32 of RL run `seeded_rl_base_ramp25_stoppen_gen4k_ep2_ncp5_n3nc_iid16`. ## What it's best at - This is the **best checkpoint by pass@8** so far in this run. Trained and validated on the **cobalt-train ≤2/64 frontier** (canonical clean_eval
- Hacker News · Posted on Hacker News · First archived
Poetry is the new AI security threat ↗
Hacker News discussion.
- GitHub · Repository created · First archived
hyeon1035298/Bloom ↗
A Raycast alternative for Windows — a native Win-key launcher for apps, files, maths, AI chat and OCR screen translation, all from one line.
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.