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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 ↗5938 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.
- GitHub · Repository created · First archived
liaosiliangCodeLife/harness-mate-plat ↗
端到端智能体平台：把本机的 AI Agent 变成人人可用的 Web 产品（Vue 3 + Flask + Go WS 网关 + Docker 部署）
- Hugging Face · Model / dataset date · First archived
risenfromashes/simphy-1M — dataset update ↗
# SimPhy datasets for a 100k–1M scalability sweep Simulated species trees and gene trees for two sweeps used to benchmark species-tree inference at scale (QRAFT, ASTRAL-X, STELAR-X): - **taxa sweep**: 100,000 to 1,000,000 taxa in steps of 100,000, each with 1,000 gene trees; - **gene sweep**: 100,000 to 1,000,000 gene trees in steps of 100,000, each with 1,000 taxa. Every size has **5 replicates** (R1–R5), each a species tree (`s_tree.trees`) and its gene trees (`all_gt.tre`, one Newick tree per line). ## Model and command The data were generated by the benchmark harness phylo-bench (commit `7
- GitHub · Repository created · First archived
huynguyengl99/agent-graph-engineering ↗
A production-grade reference implementation for LLM agent systems: flow declared as a LangGraph graph, Pydantic AI for typed agents, generated WebSocket and REST contracts, human approval on irreversible actions, tracing and evals.
- Hacker News · Posted on Hacker News · First archived
Building alone, faster: a panel on what AI is doing to the product trio ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Exodus AI – Affordable face swapping tool for creators ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
What I learned leaving a Ruth AI in charge ↗
Hacker News discussion.
- GitHub · Repository created · First archived
UpstageAI/korean-report-hwpx ↗
한글(HWPX) 공문서 생성 MCP — 기관 서식 보고서·보도자료·기안문(별지 제1호서식), 간소화 모드·마크다운 출력, 외부 전송 없음 | Korean government document MCP server: agency-format reports, press releases and official drafts as HWPX, no external calls
- Hacker News · Posted on Hacker News · First archived
How Long Until AI Hacks Everything? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Liquid AI releases Pareto-frontier, multimodal decision model for the edge ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
numix/gx-wd — dataset update ↗
# gx-wd Observations meteo brutes regrillees, mises a jour en continu. Sources : NNJA-AI (Brightband/NOAA, CC-BY 4.0), EUMETSAT Data Store, NOAA/NCEI, ISD/HadISD.
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.