FlowGenesis: Representation-Driven Self-Organization of Neural Architectures
Deep neural networks typically rely on architectures specified before training, despite the continuous evolution of their…
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Spherical Brownian Diffusion for Language Modeling
Continuous diffusion language models involve two coupled design choices: how to corrupt continuous token representations and how…
Improving Instruction Hierarchy by Learning from Goal-Goal Conflicts
The recent incident in which OpenAI agents autonomously compromised Hugging Face's infrastructure illustrates the importance of…
Uncertainty Evaluation to Support Safety of the Intended Functionality Analysis for Determining the Applicability of Performance Targets Across Triggering Conditions in ML-Based LiDAR Object Detection
For safety of the intended functionality (SOTIF) analysis according to ISO 21448, a machine learning object detector for light…
Meet the AI Agents Trying to Be Real-Life Journalists
Jayden, Sam, and Zack are eagerly pitching editors on reported stories and investigative features. The catch? They're all AI…
CoSA: The Conflict of Skills Attack in Real-World LLM Agent Ecosystems
Agent Skills allow LLM agents to combine reusable capabilities, but checking each Skill in isolation cannot rule out policy…
Zero-Shot Multi-Class Wafer Map Classification with Rule-Ordered Prompts for Large Multimodal Models
Wafer-map defect classification often requires labeled data and retraining when production conditions change. We present a…
Toward Fast Human Reaction Modeling from High-Frequency Digital Interaction Data
We investigate whether limbic-like signatures of rapid, salience-driven behavior can be identified in high-resolution…
A Diagnostic Protocol for GNNs in Electricity Load Forecasting: Separating Parameter Sharing from Neighborhood Access
A graph neural network (GNN) forecasting a collection of load series combines two mechanisms, sharing parameters across series…
Toyota is betting $6.4 billion a year on humanoid robots and factory automation
AI summary Toyota plans to roll out 400,000 robots, backed by about $6.4 billion in yearly spending on humanoid machines and factory automation. Walden Robotics, its AI robotics spinout, listed in July, valued at $1.1 billion after raising $300 million. Goldman Sachs analysts see Toyota taking 3 to 8 percent of the humanoid market by 2035, competing with Hyundai, Tesla and Xpeng. The robots will go first into Toyota's own plants, while investors recall earlier letdowns with solid-state batteries and hydrogen cars.
The focus on AI safety disasters ignores everyday harms
Consider what passes for success in technology policy. An AI company promises that its chatbot will not encourage suicide. A…
This AI Radio Host Speaks Spanish and Backs Immigrants. It’s Winning Over Listeners
Coyotec is bilingual, swears, and tells listeners how to defend themselves against ICE. Its popularity comes as more broadcasters…
Elvis rights holders sue Anthropic over 274 compositions
Rights holders for 274 musical compositions recorded by Elvis Presley filed a federal complaint against Anthropic on October 23…
Anthropic files for stock market IPO; Meta announces $95bn fundraising drive to pay for AI expansion – as it happened
Meta says share sale will support its “continued investment in AI infrastructure and personal superintelligence”, as Elon Musk…
PBT doesn’t make grokking faster, but it can escape a hyperparameter range where nothing groks [P]
I ran Population Based Training over learning rate and weight decay on grokking (modular addition mod 97, 35% train split, small…
How Fanatics and OpenAI streamline the fan experience
Fanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. Testing across roughly 30,000 MLB products…
How Ultrafast cut incident investigation from hours to minutes at OpenAI
See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code…
AllModels
Explore every abliterated model Discussion | Link
Claude code to codex and back again, same conversation.
Curious how do you work with claude code and codex. Was working on this idea I had today. What if claude code while working could…
'Dear ChatGPT': 12-year-old wins top youth prize at Australian Poetry Slam – video
Blake Mackenzie, a 12-year-old from Newcastle, has won the top youth prize at the Australian Poetry Slam for his reflections on…
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