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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 ↗5951 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
titechprabhasolutions/Brahma-Ai-Evo ↗
The autonomous desktop assistant that does your actual work — now evolved with the power to code, test, and invent its own new skills on the fly.
- arXiv · Published · First archived
pikit: A Composable Toolkit for Indirect Prompt Injection Research and Evaluation ↗
Indirect prompt injection embeds malicious instructions within external content retrieved by LLM-based agents, altering target behavior without user authorization. We introduce pikit, a research toolkit designed to systematically evaluate these threats across three core dimensions: attacks (13 methods), channels (16 carriers across text and file modes), and defenses (9 prevention strategies and 3 offline detection baselines). Built on a decorator-based registry, pikit enables seamless extension of custom components without modifying core code, while a unified craft() API composes arbitrary att…
- Hacker News · Posted on Hacker News · First archived
What's Behind the AI Panic ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Uncensored and Offensive Security AI Models Benchmark ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Aw1-breaker: Sub-millisecond execution circuit breaker for AI agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
OpenAI halts frontier training over rogue models ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Terminal Velocity for Claude Code. Tickets, Loops, Focus. All in One ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
AkshayaPutti/ppo-LunarLander-v2 — model update ↗
# PPO Agent Playing LunarLander-v2 This is a trained model of a PPO agent playing LunarLander-v2. # Hyperparameters ```python {'exp_name': 'ppo-LunarLander-v2' 'seed': 1 'torch_deterministic': True 'cuda': True 'track': False 'wandb_project_name': 'cleanRL' 'wandb_entity': None 'capture_video': False 'env_id': 'LunarLander-v2' 'total_timesteps': 50000 'learning_rate': 0.00025 'num_envs': 4 'num_steps': 128 'anneal_lr': True 'gae': True 'gamma': 0.99 'gae_lambda': 0.95 'num_minibatches': 4 'update_epochs': 4 'norm_adv': True 'clip_coef': 0.2 'clip_vloss': True 'ent_coef': 0.01 'vf_coef': 0.5 'm
- Hugging Face · Model / dataset date · First archived
turtle89431/Moxie-Multimedia — model update ↗
Moxie Multimedia Suite Timeline-driven video generation for ComfyUI — arrange tasks, references, audio, and subtitles on a multi-track timeline and render them with the bundled Moxie model set. ## 📦 Installation > [!IMPORTANT] > Make sure **FFmpeg** is installed and available in your system PATH before installing this pack. Install through **ComfyUI Manager**, or clone this repository into your ComfyUI `custom_nodes` folder: ```bash cd Your_ComfyUI_Path/custom_nodes git clone https://huggingface.co/turtle89431/Moxie-Multimedia ``` ### Installing dependencies **ComfyUI Manager** installs `requ
- GitHub · Repository created · First archived
Digisensus/digisensus-recorder ↗
Free, open source call recorder and bot-free AI meeting note taker for Mac: record Zoom, Meet, Teams, FaceTime, WhatsApp and phone calls, get transcripts and meeting notes.
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.