Anthropic Claude Sonnet 5 vs Sonnet 4.6 vs Opus 4.8: Agentic Coding Benchmarks, API Pricing, and Cost Performance Tradeoffs Compared

Anthropic Claude Sonnet 5 vs Sonnet 4.6 vs Opus 4.8: Agentic Coding Benchmarks, API Pricing, and Cost Performance Tradeoffs Compared

Anthropic just posted Claude Sonnet 5. They call it the most active Sonnet model yet. It organizes, drives browsers and terminals, and automates all long tasks. Sonnet 5 is the default model for the Free and Pro plans today. Super, Team, and Enterprise users can choose it. It is also live on Claude Code and … Read more

Skyfall AI Releases MORPHEUS: A Continuous Business Simulation Benchmark That Enables Continuous Reinforcement Learning Under Systematic Discontinuity

Skyfall AI Releases MORPHEUS: A Continuous Business Simulation Benchmark That Enables Continuous Reinforcement Learning Under Systematic Discontinuity

Most reinforcement learning benchmarks reset the world after each episode. Real jobs are never reset. Skyfall AI’s MORPHEUS addresses that gap. It is a business simulation platform for continuous reinforcement learning (CRL). What is MORPHEUS? MORPHEUS is based on the Big World Hypothesis (Javed & Sutton, 2024). It says that the complexity of the world … Read more

How to install the public betas of iOS 27, macOS 27, iPadOS 27, and more

How to install the public betas of iOS 27, macOS 27, iPadOS 27, and more

Apple recently launched a bunch of public betas for the next big software development for iOS, macOS, watchOS, and iPadOS, and you can try it now. As expected, after several weeks of developer beta access, Apple released the public beta of iOS 27, along with corresponding updates for Apple Watches, iPads, and Mac computers. While … Read more

Europe Curbs Children’s Social Media Use Through Age-Based ‘Category-Based’ Access

Europe Curbs Children’s Social Media Use Through Age-Based ‘Category-Based’ Access

European President Ursula von der Leyen has pledged to ban social media for under-13s, following in the footsteps of countries including Australia and the UK. “The more we learn, and the more we see the impact on our children, the stronger the argument is about when to start social media,” he said in a statement. … Read more

Building a VideoAgent-Style Multi-Agent System: Objective Analysis, Graph Planning, and a Toolpath for Video Editing Tasks

Building a VideoAgent-Style Multi-Agent System: Objective Analysis, Graph Planning, and a Toolpath for Video Editing Tasks

def tool_shot_planner(instruction, captions): “””Global-aware storyboard sub-queries from instruction + caption bank.””” bank = “; “.join(sorted({c[“caption”] for c in captions})) if llm.available(): sys_p = (“You are VideoAgent’s Shot-Planning Agent. Given the user ” “instruction and a bank of available scene captions, write ” f”{CONFIG[‘max_shots’]} short storyboard sub-queries (one line ” “each) describing the visual content to … Read more