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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 ↗5969 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: Bees – Run agentic teams on your own computer (open source) ↗
Author here. Bees is an agentic harness that runs on your own machine — macOS, Windows and Linux, MIT/Apache 2.0. The problem we kept hitting in client work: every agent platform wanted to be the place your documents live. We wanted the opposite — the orchestrator reads your files in place, on your disk, and we never see them. How it works: you describe work in plain English, Bees proposes the agents, stages, tools and schedule, and nothing runs…
- Hacker News · Posted on Hacker News · First archived
Where do we draw the line on AI in court filings? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Read the 722 new OpenAI math papers ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
Agtian/cpt7 — model update ↗
# Model Card for cpt7 This model is a fine-tuned version of [aisingapore/Gemma-SEA-LION-v4.5-E2B-IT](https://huggingface.co/aisingapore/Gemma-SEA-LION-v4.5-E2B-IT). 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", model="Agtian/cpt7", device="cuda") output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_
- Hugging Face · Model / dataset date · First archived
ducanhdinh/Qwen1.5-MoE-A2.7B-MidAlign — model update ↗
# Qwen1.5-MoE-A2.7B-MidAlign (task = SQuAD + SNLI + MMLU) LoRA adapter finetune tu `Qwen/Qwen1.5-MoE-A2.7B` theo baseline **MidAlign**, Alternate Training: step chan = task step (LM loss), step le = contrastive align step. ## Alternate Training - **Task step (chan)**: `L_task = L_LM + lb_loss_coef * L_LB`. `L_LM` chi tinh tren phan dap an (prompt bi mask), tren pool gop cua cac tap: squad, snli, mmlu. - squad: 87599 sample (doc 87599, bo 0) - snli: 549367 sample (doc 549367, bo 0) - mmlu: 87691 sample (doc 99842, bo 12151) - `lb_loss_coef` = 0.01, `num_experts` = 60, `top_k` = 4 - **Align step
- GitHub · Repository created · First archived
LuizPiccini/tokenpace ↗
Which AI subscription should you use first? Ranks ChatGPT, Claude and other plans by quota used vs time left. Self-hosted page, API and Android widget.
- Hacker News · Posted on Hacker News · First archived
AI Hasn't Replaced Interpreters But It Has Degraded Their Working Conditions ↗
Hacker News discussion.
- GitHub · Repository created · First archived
loopai-hq/pulsar ↗
Pulsar (formerly fastkernel): the fastest inference engine for Qwen3.8-27B and Qwen3.6-35B-A3B on Apple Silicon
- Hacker News · Posted on Hacker News · First archived
An Open Letter to Steven Pinker on AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Sharing AI progress in mathematics ↗
https://github.com/openai/math https://github.com/openai/math/tree/main/preprints
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.