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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 ↗5958 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
Methodological Changes to the Attention ResUNet Hourly Precipitation Postprocessor ↗
This note is a technical companion to a previously published preprint describing an Attention Residual U-Net that postprocesses deterministic forecasts from The Weather Company's Global and Regional Atmospheric Forecast (GRAF) model into probabilistic hourly precipitation forecasts. It documents what has changed in that method since publication. Feature-wise Linear Modulation conditioning on calendar season and forecast lead time is used to produce a single trained model for each season, replacing 192 separately trained per-month, per-lead checkpoints. Lead time is extended from 48 to 72 h. Tw…
- Hacker News · Posted on Hacker News · First archived
Ask HN: How do you maintain depth of understanding and velocity when using AI? ↗
There are a number of places where I think AI provides leverage: logical code search, design brainstorming, investigation assistance, and so on. These are generally things where there is some amount of manual effort being offloaded and I can verify that the result is valid quickly. However, when it comes to design documents (writing) and implementation (coding), I seem to be in the minority that finds AI slowing me down. I think this is a problem…
- Hacker News · Posted on Hacker News · First archived
New US Government AI Chatbot soon to "let you take action" ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: The Activity Monitor for the AI Era ↗
Cortex turns a thousand processes into the apps you actually run, remembers the last 30 days, and shows what your Neural Engine and local models are doing. Everything stays on your Mac.
- Hugging Face · Model / dataset date · First archived
CK0607/komorebi-painter-teachers — dataset update ↗
# Komorebi painter teacher benchmark references This dataset stores the 40 fixed COCO128 reference JPEGs used by the painter teacher benchmark. The source metadata and per-image provenance are in `refs.json`; SHA-256 hashes are in `reference-manifest.json`. The source records do not establish per-image licensing, so this dataset card does not assert a blanket image license. Generated benchmark results will be uploaded under `runs/` with their own manifests after each run.
- Hacker News · Posted on Hacker News · First archived
No Time to Pwn – Can AI Find and Exploit the Linux Kernel? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Can AI Decipher the Indus Valley Script? ↗
If AI can solve Navier Stokes grade problems, it should take a stab at such a thing too. I know the language is fundamentally not "english" or another widely used one so it can't do any inference on it but worth an experiment.
- Hacker News · Posted on Hacker News · First archived
Tell HN: OpenAI's New Pro 500 subscription, reduced Pro 200 usage ↗
As a Pro subscriber, I've just received the following email from OpenAI: Hi [FirstName], We’re introducing dots for all Pro customers, a new Pro 500 tier that includes our highest usage limits and Ultrafast, and adjusting the usage allowance included in Pro 200 after October 29th. With models like GPT-6.1 Sol, you can still get more work done with Pro than you could before. Here’s what’s changing. Changes to Pro 200 GPT-6.1 Sol brings near-Astra…
- Hacker News · Posted on Hacker News · First archived
GPT-6.1 Astra Is Grounded: OpenAI's Safety Decision Puts the AI Race on Notice ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Drift: An AI idea map that grows as you explore. free to use ↗
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.
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