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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 ↗5469 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
Ask HN: Is there any defense against LLM-based reverse engineering? ↗
Recent news headlines [1] about LLM-based reverse engineering make it seem that anyone with a monthly subscription is capable of translating any executable into an equivalent source code representation. If this is true, then how can one guard against having their source code essentially unveiled with the correct semantic meaning of the underlying algorithms by someone with an extremely low amount of effort? I bet that using obfuscators would stil…
- Hacker News · Posted on Hacker News · First archived
Every AI Name ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Mira, AI Walking Tours ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Synonymizer – an experiment in non AI text adjustment ↗
Ever since hearing about the interesting key-based algorithmic approach to AI text watermarking (Google SynthID and the one I don't know the name of from Anthropic) I was curious about just swapping in synonyms. Built something fun to explore it. I suspect the watermarking from these labs actually goes off more than single-token assessments, and there's no public validator I can find to actually assess Synonymizer score against the watermark. But…
- Hacker News · Posted on Hacker News · First archived
What broke when an LLM read 9k pages of German election programs ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
HashSmash: Benchmark for AI-assisted review of cryptanalytic collision claims ↗
Hacker News discussion.
- GitHub · Repository created · First archived
electricsheephq/heartbeat2 ↗
HeartBeat 2.0 — wakes and watchers for Hermes Agent: your agent follows up in the same chat, on the same model, and stays quiet when nothing changed.
- Hacker News · Posted on Hacker News · First archived
Show HN: Atlas Runa – E2E AI-enhanced language learning ↗
Hi HN! We've been working hard on Atlas Runa and it's time to share it! We built it to target three key complementary aspects of learning a language: 1. Comprehensible input - Atlas Runa learns your lexicon and then tracks it, which lets us find comprehensible input for you. This works well already. You can start reading real texts and get reading volume much earlier than you would ever be able to with textbooks! 2. The attention effect - we trac…
- Hugging Face · Model / dataset date · First archived
smerkd/c4d-scenes-previews — dataset update ↗
# C4D scene previews Public browser assets for the [C4D scene viewer](https://smerkd-c4d-scenes-viewer.static.hf.space/r78/index.html), including the [wider-family gallery](https://smerkd-c4d-scenes-viewer.static.hf.space/r84/index.html). The full training exports are in **smerkd/c4d-scenes**. This repository contains browser previews and display-mapped supervision examples, not full training supervision. Browser videos are compressed previews; training RGB is stored losslessly in the scene archives. Gaussian displays use a bounded subset with experimental, uncertified covariance/opacity conve
- Hacker News · Posted on Hacker News · First archived
'AI has inner experience' is a dangerous assumption ↗
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.