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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 ↗6051 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.
- Hugging Face · Model / dataset date · First archived
freococo/myanmartts_generated_millions_audios — dataset update ↗
# MyanmarTTS Generated Millions Audios > Status: **generating in progress** — more parquets arriving continuously. Millions of Burmese sentences synthesized to audio using [**MyanmarTTS**](https://huggingface.co/freococo/MyanmarTTS) — a from-scratch 31M-parameter flow-matching TTS model (CC0 1.0, `pip install myanmartts`). ## Source Text Derived from [freococo/myanmar_spoken_corpus](https://huggingface.co/datasets/freococo/myanmar_spoken_corpus), which merges Burmese text from FineWeb2, DCAI, DCAD200, and other web corpora. ## Format All files are Parquet, each holding ~5,000 rows: | Column |
- Hacker News · Posted on Hacker News · First archived
Amuse and Spark – Running Live Talking AI Avatars on an ESP32 ↗
Hacker News discussion.
- GitHub · Repository created · First archived
Arthuro0103/cogiforge ↗
cogito ergo sum: a creative workbench second brain (Obsidian + Claude Code) that organizes your work and improves with you
- Hacker News · Posted on Hacker News · First archived
Gobstopper – context compaction proxy for Claude Code and Codex ↗
Hacker News discussion.
- GitHub · Repository created · First archived
jiwoochris/artex-ko ↗
ARTEX 한국어판 · AI 자율 침투 테스트 프레임워크(upstream: Autumn-27/ARTEX, AGPL-3.0)
- arXiv · Published · First archived
ClimateBench v2.0: Probabilistic Climate Model Benchmarking ↗
We present ClimateBench v2, a standardized protocol for evaluating climate models on diagnostics expected to be informative for their skill in projecting mid-century regional temperature and precipitation changes. The protocol is designed to evaluate any physics-based, data-driven, or hybrid climate model on equal footing using a common set of observational and out-of-distribution tests. We define three tiers of evaluation. Tier I establishes physical credibility through entry-ticket tests of energy conservation, coupled (co-)variability, and basic forced responses. Tier II scores models again…
- arXiv · Published · First archived
Cross-Modal Solar Image Synthesis: Adapting the Surya Foundation Model from He I 10830 Å to EUV Translation and Coronal Hole Segmentation ↗
The long observational record of He I 10830 Å offers a means to investigate solar morphology before modern extreme-ultraviolet (EUV) imaging. We adapt the Surya solar foundation model to predict Solar Dynamics Observatory/Atmospheric Imaging Assembly (SDO/AIA) 94, 193, and 304 Å images and a coronal hole (CH) probability map from full-disk helium observations. A convolutional input adapter, low-rank backbone updates, and dedicated output decoders learn from temporally paired, geometrically registered observations, with Spatial Possibilistic Clustering Algorithm (SPOCA) catalog polygons providi…
- Hacker News · Posted on Hacker News · First archived
AI training crawlers hit my site 1,534 times. One fetch read the rights files ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
How many AI agents could run on the AI chips shipped through 2027? ↗
Hacker News discussion.
- arXiv · Published · First archived
Quantum Machine Learning Protection of Military Quantum Key Distribution Against Cryptographically Camouflaged Attacks ↗
Quantum key distribution proves its protocol secure and says nothing about the hardware beneath it, so military and government operators fielding it for command-and-control keys monitor the channel for implementation attacks, and that monitoring has a blind spot. An adversary with a kleptographic foothold in the generator of a public per-block value \(x=g^v \pmod p\) can hide attacked blocks in honest noise, gating them on a predicate of its discrete logarithm, making detection a discrete logarithm problem that defeats every efficient classical monitor yet yields to a quantum kernel recovering…
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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