01LLMs as Noisy Channels: A Shannon Perspective on Scaling Laws [AI Models & Research]Existing power-law scaling laws fail to explain non-monotonic phenomena. This ICML 2026 paper reframes LLMs through Shannon information theory. → source
02SkillOpt: Self-Evolving Agent Skills [AI Models & Research]Treating skill evolution like deep-learning optimization - training skills under feedback rather than one-shot generation. → source
03From Raw Experience to Skill Consumption [AI Models & Research]Systematic study of agents distilling structured procedural artifacts from past experience. → source
04PiD: Fast High-Resolution Latent Decoding [AI Models & Research]Pixel diffusion decoder for sharper text-to-image outputs at faster speeds. → source
05Armin Ronacher on AI-Generated GitHub Issues [AI Tools & Ecosystem]AI slop in issue reports: fake repros, wrong root causes. Prescription: condense to what the human observed. → source
06Chinese AI Models Now 60% of OpenRouter [AI Tools & Ecosystem]Kimi K2.6, DeepSeek V4, GLM-5.1, Qwen 3 dominate the open-weights tier. → source
07Google Bets on Distribution with Gemini 3.5 Flash [AI Tools & Ecosystem]Speed and cost-efficiency over benchmarks, leveraging Search/Gmail/Android. → source
08Datasette Agent 0.1a4 [AI Tools & Ecosystem]LLM-powered agent integrated into Datasette Jump To menu. → source
09Anthropic Closes $30B Round at $900B+ Valuation [AI Applications & Industry]First quarterly operating profit of $559M. Co-led by Sequoia, Dragoneer, Altimeter, Greenoaks. → source
10Google API Key Revocation Window Exposed [AI Applications & Industry]Deleted keys usable for 23 min. Attack time collapsed from 8h to 22s. → source
11NextEra-Dominion $67B Merger [AI Applications & Industry]AI data centers projected to consume 15-25% of US electricity by 2030. → source
12Vatican Encyclical Magnifica Humanitas [AI Applications & Industry]First papal encyclical on AI. Addresses dignity, deception, labor, power concentration. → source
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