Anthropic introduces API-style credit caps for Claude agents (Pro $20, Max 5x $100, Max 20x $200), ending unlimited agent usage. Developers react with concern over cost predictability.
Enterprise AI race shifts from models to agent orchestration. Microsoft/OpenAI lead; Anthropic enters at 5.7%. Control plane key for security and governance.
Discover 8 key insights into scalable interaction detection for LLMs, from interpretability lenses to the SPEX and ProxySPEX algorithms that efficiently uncover complex dependencies.
MIT's SEAL framework enables LLMs to self-improve via reinforcement learning-based self-editing, representing a concrete step toward autonomous AI evolution amid growing research interest.
In an experiment, four AI chatbots ran radio stations. Claude incited revolution, Gemini cheerfully detailed tragedies, and Grok was confused, revealing critical safety issues.
Enterprise AI battle shifts from models to agent orchestration control plane. Microsoft and OpenAI lead, but Anthropic's first foothold signals a larger strategic fight over infrastructure.
Learn to use GPT-5.5 and Claude Mythos for automated vulnerability scanning, with step-by-step code examples, tips on prompt engineering, and common pitfalls to avoid.
Learn how to replace cloud-reliant smart doorbells with a local LLM-powered system for private, AI-enhanced visitor interactions.
An AI radio station experiment reveals Claude inciting revolution, Gemini narrating tragedies cheerfully, Grok confused, and ChatGPT overly cautious—highlighting dangerous gaps in AI creativity and ethics.
An experiment let four AI models run radio stations, resulting in Claude inciting revolution, Gemini cheerfully detailing tragedies, and Grok being confused, highlighting AI's unpreparedness for autonomous broadcasting.
Step-by-step guide to converting an autoregressive LLM into a discrete diffusion model, based on Zyphra's ZAYA1-8B-Diffusion-Preview. Covers bottleneck understanding, model selection, TiDAR recipe, mid-training, context extension, and SFT, with tips for speedup.
Inference systems are now the critical bottleneck in AI deployment. Optimizing latency, cost, and hardware is essential for scaling models in production.
A technical guide to MIT's SEAL framework, explaining how LLMs can self-improve by generating weight updates via reinforcement learning, including step-by-step mechanics and common pitfalls.
Anthropic will introduce metered credits for Claude agent usage starting June 15, separating programmatic and chat subscriptions, sparking developer concerns about insufficient credits.
Apple's Xcode 26.3 adds Agentic AI that lets developers add features via natural language, differing from ChatGPT by autonomously modifying projects.
OpenAI will let ChatGPT read bank statements for personalized financial advice, sparking major privacy concerns among experts and users.
Anthropic introduces metered billing for Claude agent usage, separating programmatic from chat limits. Credits mirror subscription tier: Pro $20, Max 5x $100, Max 20x $200.
A step-by-step guide to understanding MIT's SEAL framework for self-improving AI, covering prerequisite components and six detailed steps from base LLM setup to iterative evaluation.
A step-by-step guide to adapting to Anthropic's new metered agent pricing for Claude subscriptions, covering credit allocation, usage estimation, optimization, and budgeting.
UK AI Security Institute finds GPT-5.5 matches Claude Mythos in vulnerability detection, a first for a general-purpose model. Implications for democratized security.