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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 ↗6007 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
MaximeRivest/sciencemadereadable ↗
Real research papers, rewritten in plain words by small open models we trained. Live at sciencemadereadable.com
- Hacker News · Posted on Hacker News · First archived
Show HN: Browsentic Open-source Claude for Chrome alternative for any agent CLI ↗
A personal agent harness lives in your existing browser, connects to your claude-code (or any other major harness codex or cursor-cli...) NOT the SDK API, exposes web-optimized tools to the harness - that's Browsentic. A free, opensource (Apache 2.0) with rich capabilities alternative to Comet, BrowserOS, Browser-use, Claude for Chrome or nanobrowser. The unique architecture of Browsentic makes it different from all other alternatives. It uses a…
- Hugging Face · Model / dataset date · First archived
andreasburger/HIP-UMA-OMol25 — dataset update ↗
# HIP-UMA-OMol25 UMA-S-1.2 (`uma-s-1p2`) autograd Hessian predictions on a subset of OMol-1 train geometries, using the `omol` task. Current snapshot (2026-08-21): **10846** complete shards, about **25 GB**, **4.3 million** samples. The goal is around 10M samples (41911 shards planned). Shard files are grouped to stay under Hugging Face's 10,000-files-per-directory limit: `shards/000/shard_00000.h5` … `shards/010/shard_10xxx.h5` ## Contents Each HDF5 file contains molecular configurations with: - `atomic_numbers`, `coords`, and `natoms` - `charge`, `spin`, `spin_multiplicity`, and `unrestricte
- Hacker News · Posted on Hacker News · First archived
What Still Gets Paid If AI Changes the Interface? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Accept 'bad things' in return for benefits of AI, says Sam Altman ↗
Hacker News discussion.
- arXiv · Published · First archived
LLM Non-Determinism in Deterministic Processes: A Controlled Variation Space for Constraining the Propagation of Non-Determinism ↗
Large Language Models are increasingly used in software development processes that rely on defined states, rules, and approvals. This creates a tension between the flexibility of LLMs and the need for reliable and traceable process states. We introduce Controlled Non-Determinism, a process-oriented approach that allows variation without letting it directly determine the authoritative process state. We place LLM-based processing within a controlled variation space that is bounded by a Deterministic Envelope. Before execution, we define the process-relevant properties of the result and the exit…
- Hacker News · Posted on Hacker News · First archived
One runaway AI agent racked up a $50k cloud bill ↗
Hacker News discussion.
- arXiv · Published · First archived
DP-ES: Differentially Private Evolution Strategies for Prompt Optimization ↗
Token-level differentially private (DP) prompt optimization methods such as DP-OPT can become unstable under tight privacy budgets: on GSM8K, DP-OPT obtains $49.5\pm28.5\%$ across 30 runs, and a logged search trajectory reveals prompt-template drift and noise-sensitive irreversible choices. We diagnose these as structural consequences of greedy token-by-token construction over privately aggregated counts. We then propose DP-ES (Differentially Private Evolution Strategies), a structurally cleaner alternative that maintains a population of full prompts, mutates them via LLM calls that never acce…
- Hacker News · Posted on Hacker News · First archived
Tell HN: Claude Code refuses to login to any website not running on localhost ↗
I have been using claude to test my workitems, the issues needs to be tested on test environment. It used to work before. But today Opus 5.5 and Opus 4.8 both refused. I would say this is nerf on 4.8 where it used to work before.
- Hacker News · Posted on Hacker News · First archived
Show HN: Seylo, project files and references your AI can use ↗
Hey HN, I am building Seylo solo. It keeps your projects references, files, notes, hooks, video scripts in one place. You can save stuff from browser extension, fe. pinterest inspirations; your phone (now only iPhone supported) fe. tiktok/ig videos of your competitors; What's more you can also connect gpt, claude or any LLM that supports MCP, even local ones - So you can tell ur AI: "Generate me 5 video scripts then save them into my project" the…
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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