Large Action Models (LAMs) and agentic LLMs are often confused but fundamentally different. Agentic LLMs gain action abilities through external scaffolding, while LAMs are trained from scratch to generate executable actions. This article breaks down the differences and provides guidance on when to use each.

Anthropic told its growth team to hire more product managers, not fewer, because Claude Code tripled engineering output, shifting the bottleneck from the IDE to deciding what to build. The bottleneck in software is no longer typing—it's deciding what to type. Engineers who treat that as someone else's problem risk plateauing.

Emra is a workspace that lets non-developers build full-stack apps with AI, all sharing the same database and service layer. It aims to democratize software creation, has built example apps like a 3D note-taking tool and video editor, and plans to open-source its SDK. The bootstrapped team prioritizes user data ownership and plans a usage-based pricing model.

AI that fights customer service for you.

Flora is a fault-tolerant, Mermaid-compatible diagram library that renders polished, interactive SVGs from imperfect input. Built in 10 days with heavy AI assistance (particularly Claude Fable), it skips malformed lines instead of crashing, offers strict mode, interactive canvases, and supports JS/React/Python/Markdown integrations.

The AI boom is creating new wealth, leading luxury brands like Chanel and The RealReal to expand in San Francisco as the tech crowd shifts from Patagonia vests to more elevated casual looks.

When a sandwich shop with Danny DeVito as its public face talks about AI in its IPO documents, we must be getting close to the tipping point of hype.

A reader responds to The Guardian's profile of Google DeepMind philosopher, expressing concern that AI's trajectory may be set by commercial and geopolitical incentives rather than societal debate.

Plasma Wiki is a CLI tool for maintaining Markdown wikis edited by AI agents. It follows the LLM Wiki pattern and Google's Open Knowledge Format, auto-generating indexes and cross-links, and handling merge conflicts. Install via pip, integrate with Claude Code and Codex.

This article explains why AI-generated text lacks the unique voice of human authors, using information theory concepts like probability distributions and KL divergence. Alignment techniques like RLHF push models toward a low-variance 'Annotator Consensus Dialect', and prompting or temperature adjustments fail to reproduce human stylistic irregularity.

Skillsaw lints the files that steer your AI coding agents: skills, plugins, CLAUDE.md, and AGENTS.md. It catches weak language, contradictions, attention dead zones, and structural issues with more than 40 rules, then auto-fixes them.

Tetrees is an AI IDE for assembling reusable code blocks. The team eliminated the white flash on cold load by inlining critical styles, optimizing favicon, and separating the stylesheet for caching and parallel fetch.

For over two months, the author has been using AI (mostly Claude, a little Cursor) to create and publish a new video game every day. Day 81's game is World Domination, a simplified Risk clone.

This project presents a novel approach to AI latent space, using topological manifolds (sphere and torus) and advanced loss functions (curvature alignment, Casimir entropy, geodesic regularization) to build overlapping manifolds. The code implements adaptive topology configuration, smooth leaky guardrails, and gradient flow protection to improve learning of high-dimensional representations.

This article traces the history of moving goalposts in AI coding capabilities from November 2022 to 2026, documenting how skeptics continually raised the bar as AI achieved each milestone—from writing a simple Snake game to passing exams, building real products, and handling production code. Despite AI's progress, critics always found a new reason to say 'it still can't do my job.' The piece ends with forecasts for future benchmarks.

The abundance that AI promises to deliver represents an enormous and radical opportunity – a chance to reconnect with the ancient project of how to live. This article explores a post-work future and the human longing for leisure and learning.

The NSW technology minister’s office removed a reference to being “absolutely thrilled” about OpenAI opening a Sydney office after staffers joked a dystopian Skynet could be headed for the city within five years. OpenAI announced its first Australian office in August last year and opened in December.

LeadDev's Engineering Leadership Report 2026 reveals AI coding tools are leading to longer hours and higher burnout among engineers, with 45% working more hours and 49% feeling emotionally drained weekly. The addictive nature of AI's intermittent rewards and lack of natural stopping points are key contributors. Experts recommend deliberate habits like time-boxing, separating exploration from execution, and proper training.

Simon Willison's sponsors-only monthly newsletter for June 2026 is out. It covers Claude Fable 5, GPT-5.6, US export restrictions, GLM-5.2 as best open weights model, Tokenmaxxing being over, Datasette Apps, sqlite-utils, shot-scraper, WASM projects, and other model releases. Available to sponsors at $10/month.

Without structured specs, AI coding tools amplify inconsistency—they hallucinate requirements, expand change scopes, and forget rules between sessions. SDD shifts the human role from line-by-line reviewer to rule definer, cutting rework and making AI output predictable enough for multi-sprint, multi-developer projects.

TaskPeace is a mission control for AI coding agents, providing a single ranked queue from which agents pull work via MCP or REST. It allows humans to prioritize tasks, agents execute them autonomously, and users monitor progress live. It works with Claude Code, Cursor, ChatGPT, and others.

The 2026 FIFA World Cup will feature an advanced semi-automated offside technology (SAOT) combining a connected ball with IMU sensors, multi-camera computer vision, and player-specific 3D digital twins to improve the speed and accuracy of offside decisions. The system provides automatic audio alerts for clear offsides while leaving complex scenarios to human referees.

Leanstral 1.5, a free Apache-2.0 licensed model with 6B active parameters, delivers a major performance upgrade in formal verification, saturating miniF2F, solving 587/672 PutnamBench problems, and achieving state-of-the-art results on FATE-H (87%) and FATE-X (34%). Trained through mid-training, supervised fine-tuning, and reinforcement learning with CISPO, it excels in agentic proof engineering and real-world code verification, uncovering 5 previously unknown bugs across 57 repositories tested. Fully open-sourced and available via Hugging Face and a free API, Leanstral 1.5 is now accessible for practical proof engineering in Lean 4.

OpenAI reportedly has floated giving the U.S. government a 5% stake in the company, perhaps the start of a series of such stakes in other AI companies as well. Anthropic models got out of jail as the Trump administration lifted controls on two of its most powerful AI models, but with potentially onerous restrictions. Meta may finally offer cloud services, but agentic AI progress is slower than hoped. AI chip investments surge, with Etched raising $800M and South Korea launching a $584B chip initiative. AWS and Microsoft form professional services teams to accelerate enterprise AI adoption. Experts highlight Enterprise AGI as the real prize.

Anthropic announced Claude Science, an AI workbench for scientists, and plans to develop its own drugs for neglected diseases. Experts highlight challenges in AI-driven drug discovery, including experimental validation and data scarcity, with no AI-designed drug yet approved.

CorvinOS is a self-hosted agentic operating system that embeds EU AI Act 2026 and GDPR compliance into its architecture as structural constraints. It runs locally with Ollama, supports multiple AI engines, and provides multi-tenant, privacy-focused AI agent deployment.

A curated list of AI jobs from 170 companies, featuring roles across engineering, sales, operations, and more, with many remote opportunities.

Foundera is an AI-powered platform that helps founders validate ideas, build with AI, track real progress, and connect with investors and mentors.

A video discussing the reasons behind the high cost of AI tokens.

DaisyUI has launched a merchandise line featuring AI-generated images and art, including t-shirts and hats with programmer-themed designs. Prices range from €22.27 for hats to €31.18 for t-shirts, with various sizes and colors available. Products are made to order with a 2-year warranty against defects.