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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 ↗5387 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
CertusAI.dev, the living OS for physical AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Nuclear war and malicious use of AI threaten end of humanity by 2100, Lancet say ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Pre-AI, did you think harder? Or are you thinking more (and better) now? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
There's No "Going Back": On the receding horizons of the AI transition ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
gregassagraf/gigaverbo-classificado-educabilidade — dataset update ↗
# GigaVerbo classificado por educabilidade Corpus completo derivado de [TucanoBR/GigaVerbo](https://huggingface.co/datasets/TucanoBR/GigaVerbo), classificado com [educability-norberto-mini-4class-v1](https://huggingface.co/gregassagraf/educability-norberto-mini-4class-v1). As colunas originais `text`, `label`, `probs` e `metadata` são preservadas. `educability_status=model` identifica uma previsão do classificador. Textos nulos, vazios, somente espaços ou sem tokens recebem classe 1 e vetor [1, 0, 0, 0] por regra, com `educability_status=rule_empty_text`; esse vetor representa uma decisão dete
- Hugging Face · Model / dataset date · First archived
lvladikov/SeedVR2-1.4B — model update ↗
# SeedVR2-1.4B — a 6-layer distillation of SeedVR2-7B (sharp) A **1.44 B-parameter, 6-layer** one-step diffusion image upscaler distilled from [ByteDance-Seed/SeedVR2-7B](https://huggingface.co/ByteDance-Seed/SeedVR2-7B) (the _sharp_ EMA variant, converted to safetensors). It targets the case where the 7B teacher is too large or too slow to be practical: **5.7× smaller on disk, and it runs in ≈4.6 GB where the teacher needs ≈14–16 GB.** > ### ⚠️ Read this before downloading: it will not load in a stock SeedVR2 workflow > > This model has **6 transformer blocks. The stock SeedVR2 architecture h
- Hacker News · Posted on Hacker News · First archived
A hub that controls all your coding agents in one place ↗
i usually have several coding agents running at once (who doesnt nowadays?); claude code, codex, grok and none of them knows what they are working on. if codex figures something out, i want claude to know it, I'm the one copying it across. i built agent-mesh which acts a hub for these agents. every agent that loads it joins a small hub that runs as your user. from there it can: - list other live agent sessions on your machine, message them, read…
- Hacker News · Posted on Hacker News · First archived
Show HN: I Cut my Agent Tokens By 50% ↗
This started by watching the built-in tool calls in Claude code. We noticed that a LOT of the time was being spent searching for lines of code with regex. This approach makes sense when you are working in an unknown environment, but we all work inside of some codebase structure and tracking. This took us down the rabbit hole of codebase indexing and led to us building Indexio. Indexio was built to eliminate the time and tokens agents waste redisc…
- Hacker News · Posted on Hacker News · First archived
OpenAI fired its own auditor before its revenue story shrank by $20B ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Distorted Intelligence at the AI Frontier ↗
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.
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.