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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 ↗5517 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
Stop Looking for the Best Way to Retrieve Context for AI Agents. Build a Router ↗
Hacker News discussion.
- GitHub · Repository created · First archived
marcreichel/laya-router ↗
Auto-route each Claude Code session to Haiku, Sonnet, Opus or Fable from its first prompt. Classified locally, zero tokens.
- arXiv · Published · First archived
LETHE: Defending against Unauthorized Image-to-Video Generation via Value Diversity Collapse ↗
Image-to-video (I2V) diffusion models can animate a single reference image into high-quality, subject-consistent videos, posing threats of misuse as anyone can turn personal photos into fabricated videos without consent. A promising solution is to proactively add an adversarial perturbation to the image before release, such that videos generated from it would be unfaithful or visually corrupted. However, due to an insufficient understanding of what governs how subsequent frames read the reference image in modern I2V models, existing protections struggle to offer strong protection under common…
- Hacker News · Posted on Hacker News · First archived
The Programmer's Job in an AI World ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
OpenAI fires three safety researchers for "mishandling research information" ↗
Later: https://www.cnbc.com/2026/10/09/openai-fired-researchers-ai-...
- GitHub · Repository created · First archived
AllSpark-Research/Vela ↗
Vela: User Behavior as Supervision Sparks LLM Intelligence — official paper, task templates, and prompts from AllSpark at Xiaohongshu.
- GitHub · Repository created · First archived
lakmadev/pixel-pet ↗
An animated pixel-art pet for Claude Code that reacts to your session and evolves as you code.
- Hacker News · Posted on Hacker News · First archived
If your team is too busy doing their 'job' to experiment with AI ↗
Hacker News discussion.
- GitHub · Repository created · First archived
APUS-AI-Lab/APUS-Reflex-Agent ↗
APUS Reflex Harness — 瞬时执行，深度思考。Model as Harness with hybrid reflex and reasoning models.
- Hugging Face · Model / dataset date · First archived
orpe42/deberta_MP_dynamic — model update ↗
# deberta_MP_dynamic This model is a fine-tuned version of [microsoft/deberta-v3-large](https://huggingface.co/microsoft/deberta-v3-large) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.1315 - Macro F1: 0.6518 - Micro F1: 0.6962 - Macro Precision: 0.6229 - Macro Recall: 0.6869 - Micro Precision: 0.6614 - Micro Recall: 0.7348 - Exact Match Ratio: 0.0764 - Macro Roc Auc: 0.9035 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure
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.