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Top AI agents scored 0% on expert-level professional tasks in the ALE benchmark, with models like Fable 5 and GPT-5.5 failing to solve any problems requiring real expertise. Mid-level performance reached only 15-21%, hig…
A developer released DOS, an open-source tool that verifies AI agents' completion claims by checking git history and other artifacts instead of trusting the agents' own statements. The tool, available as a Python package…
AI coding agents now edit repositories, run commands, and produce branches, making the specification before the work more critical. The spec carries the context, boundaries, and success criteria the agent needs, transfor…
Anthropic's AI model Fable remains paused after the Trump Administration demanded a fix for a 'jailbreak' that allowed the model to identify security vulnerabilities in code. The administration, alerted by Amazon, claims…
Amazon founder Jeff Bezos predicted that AI will create more jobs for humans, not replace them, during an appearance at VivaTech Paris. He argued that the technology will unlock new opportunities and increase demand for …
A new essay provides a framework for evaluating neurotechnology approaches, outlining key questions about brain state measurements and their relevance to applications. The author, drawing on expert conversations, aims to…
A developer argues that browser-testing systems should be measured by the quality of failure evidence, not just execution speed. The post distinguishes between UI drift and AI agent drift, and calls for proportional rele…
AI does not replace human thinking but amplifies it, according to a developer's experience. The quality of thought determines outcomes, with clear thinking leading to dramatically better results and poor thinking causing…
A test of local AI models for coding tasks found that consumer hardware cannot run models capable of autonomous software development. Devstral 24B and Qwen3.5 122B-a10b failed to complete a simple file-creation task in a…
INT21 launched as the first company to achieve self-improving AI agent swarms for AI infrastructure, introducing PTX Kernel Factory that generates and optimizes low-level GPU software for NVIDIA hardware. The product is …
Chris Person's quote 'I love the computer' on the Aftermath Podcast sparked a personal reflection on the author's lifelong passion for computers, from an early encounter with an IBM 486 DX6 in the 1990s to the influence …
A developer built a multi-agent AI system called 'The Price Is Right' that autonomously scans the internet for bargains, estimates product value using three pricing techniques, and sends notifications. The system uses Mo…
Mininglamp introduces Loop Engineering as a new discipline for designing iterative cycles that power autonomous AI agents, moving beyond prompt engineering. The company outlines core loop components—perceive, reason, dec…
A new generation of AI study tools in 2026 can automatically extract concepts from PDFs and schedule reviews, but choosing the right tool depends on factors like algorithm, data privacy, and workflow. LongTerMemory stand…
Researchers at MiniMax introduced MiniMax Sparse Attention (MSA), a method that reduces attention compute by 28.4x at 1M context while matching performance, enabling cheaper long-context deployment. Berkeley RDI released…
A new perspective on AI in business argues that companies should focus on using AI to increase organizational throughput and enable new collective behaviors, rather than merely automating existing workflows for cost savi…
A developer created Quack-Mate, a chess engine built entirely in pure SQL using DuckDB, demonstrating that a modern analytical database can be pushed to play chess despite the paradigm mismatch. The engine runs in a brow…
MongoDB researchers ran a second TLA+ workshop on May 11, 2026, achieving an order of magnitude greater conversion rate than the first workshop two years prior. The key difference was integrating AI: Claude Code removed …
A new agentic parallel development framework introduces three dials—cost, wall clock, and accuracy—to manage multi-agent setups without merge hell. The system uses deterministic control flow with pooled prosecutors, sing…
A developer argues that constraints, not unlimited resources, are the key to building successful products in 2026. With modern tools like Clerk, Convex, and Stripe, a single person can now build and deploy a SaaS product…