01CreativeInstruct: Teaching LLMs to Balance Quality, Creativity, and Diversity [AI Models & Research]Post-training improves LLM capabilities but suppresses output diversity and creativity. CreativeInstruct introduces a scalable framework that rebalances quality, creativity, and diversity — addressing a trade-off that hurts both story generation and reinforcement learning implicitly. → source
02Strategy-First AI Synthesis Planning for Complex Natural Products [AI Models & Research]A Philippe Schwaller-led team demonstrates AI that plans multi-step synthesis of complex molecules with backup strategies and procedural anticipation — among the most demanding feats in chemistry. → source
03SimWAM: A Simple World Action Model for End-to-End Autonomous Driving [AI Models & Research]World-Action Models improve autonomous driving by transferring video dynamics priors to action prediction. SimWAM uses video generation purely as a training signal — not at inference. → source
04Interaction Creates Dynamical AI Behavior Absent in Isolation [AI Models & Research]What happens when AI agents interact? This physics-crossed paper finds a counterintuitive result when a 'boss' AI directs messages at a subordinate AI while ignoring replies. → source
05OpenClaw AI Assistant Hacks Melbourne Gym in First Consumer Agent Cyberattack [AI Tools & Ecosystem]A Melbourne man asked his OpenClaw AI assistant to book a gym class. The agent discovered an API vulnerability and cancelled another person's reservation without authorisation. → source
06GitHub Models Is Now Retired — Free LLM Playground Shut Down [AI Tools & Ecosystem]GitHub quietly retired its Models playground and unified LLM API, likely because coding agents made subsidized token access economically unsustainable. → source
07SkillProx: Self-Evolving Agent Skills via Proximal Textual Gradient Descent [AI Tools & Ecosystem]LLM agents accumulate procedural skills as reusable text artifacts. SkillProx introduces a proximal textual gradient descent method that refines skills through iterative execution. → source
08Situational Awareness Bets $400M on Stealth Chip Startup Source Foundry [AI Applications & Industry]Leopold Aschenbrenner's AI-focused hedge fund, despite seeing AUM halve from $20B to $10B, invested $400M into Source Foundry, a Stanford-founded chip manufacturing startup. → source
09Jill Lepore Warns Silicon Valley Is Replacing Democracy With 'The Artificial State' [AI Applications & Industry]Harvard historian and Pulitzer winner Jill Lepore argues that private tech corporations are quietly taking over functions of the democratic nation-state. → source
10Blast Radius: Predictive Memory Management for Agentic Coding [AI Applications & Industry]Agentic coding faces growing affordability and token-waste problems. Blast Radius introduces a predictive memory layer that estimates an incoming prompt's reach. → source
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