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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.
- Hacker News · Posted on Hacker News · First archived
AI needs $6T in annual revenue to justify data centre boom ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: TurboGPT: train 22KiB transformer in 13s ↗
Inspired by minGPT for home experiments. Requires CUDA 13.4; build script is Windows only.
- Hacker News · Posted on Hacker News · First archived
Show HN: Agentcap – eBPF exporter for AI-agent activity to Grafana ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
I built a self-improving voice AI agent that runs offline on a RPi5 ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Our Partnership with OpenAI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI-Powered Financial Modeling Works Now ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Designing a Programming Language for the AI Era ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Diffusion Controller unifies and simplifies AI image generation ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
camgeodesic/metagaming-labeling-v2 — dataset update ↗
# camgeodesic/metagaming-labeling-v2 Auto-generated by [`dataset-builder`](https://github.com/GeodesicResearch/dataset-builder). Each config below is a separate dataset produced from a versioned YAML build config. Load with: ```python from datasets import load_dataset ds = load_dataset("camgeodesic/metagaming-labeling-v2", " ", revision=" ") ``` Pin `revision=` to the specific commit SHA you want; without it, you get the current HEAD of the dataset repo, which may change when the builder re-pushes. **Requires `datasets` v4+.** These parquet files carry feature metadata written by `datasets` 4.
- Hugging Face · Model / dataset date · First archived
Kijai/MiniMax-H3-experimental — model update ↗
w4a8 is a format using 4-bit weights and int8-convrot activations Requires ComfyUI 0.31.0 --- int8_convrot VAE needs ComfyUI 0.36.0 for maximum speed benefit It speeds up VAE decode times by ~2x --- ref lora is the difference between fl2va and ref2va, completely experimental, I don't even know if it has a use case at this point. --- w6a8 is a format using 6-bit weights and int8-convrot activation, work in progress minimax_h3_ref2va_pruned_w6a8_g32.safetensor https://github.com/Comfy-Org/comfy-kitchen/pull/191
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.