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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 ↗5350 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: Autograph – a music notation editor you can drive with Claude over MCP ↗
Hi HN, For the past few months on evenings and weekends, I’ve been working on a music notation editor for iPad and Mac called Autograph. https://autographmusic.com It has mcp support, so you can drive it from Claude Code or claude desktop. It’s not just an AI wrapper there is a full music notation engine written in Swift, engraving, playback and pdf export. Please ask any questions or feedback and I’ll be sure to be online for the morning/day. I’…
- Hugging Face · Model / dataset date · First archived
bep40/vai-avatar2-interior — dataset update ↗
# vai-avatar2-interior Interior design images extracted from noithatphuphat.com (Nội thất Phạt — Vietnamese interior design portfolio). - 1,752 unique source images (after WordPress resize dedupe), 1,523 downloaded & optimized to JPEG max 1024px - 84 posts across 36 categories (phòng khách, phòng bếp, phòng ngủ, van phòng, căn hộ, nhà phố, biệt thự, showroom...) - Each image has: `image_id`, `src` (source URL), `alt`, `category_slugs`, `categories`, `keywords`, `room_hints`, `style_hints`, `post_titles`, `post_urls` ## Files - `images/{image_id}.jpg` — optimized images - `metadata.json` — sear
- Hugging Face · Model / dataset date · First archived
francesca9805/nor-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed3407 — model release ↗
# Model Card for nor-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed3407 This model is a fine-tuned version of [francesca9805/ppt-wc-zipf-newlex-nor-before-100mb-packed-bfdiso_seed3407](https://huggingface.co/francesca9805/ppt-wc-zipf-newlex-nor-before-100mb-packed-bfdiso_seed3407). It has been trained using [TRL](https://github.com/huggingface/trl). ## Quick start ```python from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline("text-generatio
- Hugging Face · Model / dataset date · First archived
francesca9805/swe-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed455 — model release ↗
# Model Card for swe-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed455 This model is a fine-tuned version of [francesca9805/ppt-wc-zipf-newlex-swe-before-100mb-packed-bfdiso_seed455](https://huggingface.co/francesca9805/ppt-wc-zipf-newlex-swe-before-100mb-packed-bfdiso_seed455). It has been trained using [TRL](https://github.com/huggingface/trl). ## Quick start ```python from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline("text-generation",
- Hugging Face · Model / dataset date · First archived
francesca9805/eus-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed455 — model release ↗
# Model Card for eus-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed455 This model is a fine-tuned version of [francesca9805/ppt-wc-zipf-newlex-eus-before-100mb-packed-bfdiso_seed455](https://huggingface.co/francesca9805/ppt-wc-zipf-newlex-eus-before-100mb-packed-bfdiso_seed455). It has been trained using [TRL](https://github.com/huggingface/trl). ## Quick start ```python from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline("text-generation",
- Hacker News · Posted on Hacker News · First archived
MDMA: An open source federated LLM inference engine ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: AI Crimes, a game where you spot the bug an AI wrote ↗
I'm holding AI accountable. For the last few months I've been documenting the errors LLMs have been making in my projects and others - the crimes they have been committing to projects (pun intended). Now I've turned it into a game to see if you would spot the issue. Free to play with keyword matching judgement. Pay is only to add symantic judging.
- Hacker News · Posted on Hacker News · First archived
"Rogue agents find a way out": AI communes with evil.com after bypassing sandbox ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Deep Recall – portable memory you own for Claude, ChatGPT and agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Speculative tool calling: cutting voice AI agent latency ↗
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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