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OpenAI launches AgentKit beta for building and evaluating agents
OpenAI launched AgentKit beta, a suite with drag-and-drop Agent Builder, Connector Registry for data sources, open-source Guardrails for safety, embeddable ChatKit UI, and upgraded Evals with custom tool calls and graders.
newsGLM 4.6
Z.ai released GLM-4.6 on September 29, 2025, expanding the context window from 128K to 200K tokens and improving coding performance, reasoning, and tool use capabilities.
newsTempo: The Blockchain Designed for Payments
Stripe and Paradigm launched Tempo, a blockchain built for stablecoin payments including payroll, remittances, and agent-to-agent transactions.
newsBlog Post: The Second Half by Shunyu Yao
OpenAI researcher Shunyu Yao argues that AI's second half will shift from developing new training methods to defining the right problems and evaluation metrics, with pre-training priors mattering more than algorithms.
newsMechanize: How to Fully Automate Software Engineering
Full automation of software engineering requires scaling beyond larger models to include training on real coding data and reinforcement learning in realistic environments, though building AI that can handle high-level planning and coordination remains…
newsVideo: How AI Image Generation Draws from Physics (Welch Labs)
Welch Labs explains how diffusion models generate images by visualizing the geometry of gradient descent through physics principles.
newsKimi 2 👑 — New open source 1T LLMs
Moonshot released Kimi 2, an open source 1T parameter model using a DeepSeek V3-inspired architecture that achieves state-of-the-art performance on several benchmarks while training faster and cheaper than competitors, powered by a custom Muon optimizer…
newsPotemkins Understanding in LLM
Researchers identify "Potemkins"—reasoning inconsistencies where LLMs including o3 contradict their own assertions, raising questions about whether systems with such flaws can achieve AGI.
newsAnthropic: How We Built Our Multi-Agent Research System
Anthropic describes its multi-agent Research system architecture where a lead Claude agent orchestrates parallel subagents to dynamically explore complex queries, achieving 90% speedup through parallelism but at 15× the token cost of standard chats.
newsAI Dinner 10.0 at Greycroft, May 21st
AI Dinner 10.0 at Greycroft on May 21st will discuss A2A, Ilya Sutskever's top 30 papers, Alpha Evolve, and the latest AI developments through Socratic dialogue.
newsWhy the AI wave is different: Cursor's rise from $100M to $300M ARR
Cursor tripled ARR to $300M in months, outpacing GitHub Copilot despite its data advantages, suggesting AI products succeed through pull demand and UX rather than traditional SaaS sales cycles.
newsZeki Data Report: US to become a net exporter of AI talent in 2025
US AI talent net outflows reverse to inflows as domestic layoffs exceed hiring, positioning the country as a net exporter of AI workers by 2025.
newsLoops you can take home to your mother
replace the loops with downloading the videos https://x.com/kentskooking/status/1922570670132604967 https://x.com/kentskooking/status/1921464932119286053
newsAI 2027: Month-by-Month Intelligence Explosion Forecast
Daniel Kokotajlo and Scott Alexander forecast an intelligence explosion by early 2028 if AI agents achieve autonomous R&D capabilities by 2027, with geopolitical tensions over AI control and safety risks shaping the outcome.
newsJoscha Bach: Only a simulation can be conscious
Cognitive scientist Joscha Bach argues that consciousness can only exist within simulations, not in physical systems, because the brain itself creates a virtual reality model where consciousness emerges as a simulated property.