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A tutorial walks through building a small but complete language model from scratch using PyTorch, using character-level tokenization and explaining each component's purpose. The guide targets developers familiar with PyT…
Amazon and Meta have made AI proficiency a mandatory component of employee performance reviews, with Amazon's Clarity system tracking developer AI tool usage against an 80% weekly target and Meta integrating 'AI-driven i…
A robot's intelligence faces an unavoidable trade-off between being smart, fast, and free, with only two of the three achievable on a single piece of compute. This "embodied trilemma" forces robotics teams to choose betw…
Anthropic's Claude Code and OpenAI's Codex represent two distinct approaches to AI-assisted coding, with Claude Code designed for real-time collaborative "steering" and Codex built for independent task "dispatching." Cla…
Microsoft at Build 2026 unveiled a new GitHub Copilot desktop app enabling developers to direct multiple AI agents in parallel from a single interface. The company also launched seven new MAI models, introduced Azure Hor…
A developer has outlined a portable AI coding setup designed to work across any tool, including Claude Code, OpenAI's Codex, Cursor, and Windsurf, by relying on open standards rather than vendor-specific configurations. …
A leaked 2022 email from Microsoft CEO Satya Nadella reveals he pushed to own the silicon, infrastructure, and foundational model IP, warning the company was a "very thin layer on top of NVIDIA" and would lose $4 billion…
A developer has created Neptune, a Direct3D virtualization extension for QEMU's virglrenderer that transports Direct3D APIs over Virtio GPU, enabling para-virtualized graphics for Windows applications on Linux hosts and …
In May, Mark's blog examined dependence under conditions of recalcitrance, arguing that the central question is not whether dependence is good or bad but how to form better dependencies when tools, institutions, and real…
Cerebras completed its IPO this week, with shares closing at $280 for a $60 billion market capitalization, following a pulled S-1 filing and a major partnership with OpenAI. The company’s CFO Bob Komin stated Cerebras se…
DeepReinforce released Ornith-1.0, an open-source family of agentic coding models that use self-scaffolding reinforcement learning to outperform Claude Opus 4.7 on SWE-Bench Verified and Terminal-Bench. The models, rangi…
A study of 24,824 PDFs reveals that the format does not guarantee semantic determinism, meaning different parsers and AI pipelines extract different meanings from the same file. This undermines assumptions in document AI…
Anthropic plans to embed invisible, machine-readable watermarks into text generated by supported Claude models, including Claude, Claude API, Claude Code, and Claude Cowork, to support transparency and provenance require…
A March 2026 American Psychological Association survey found that 56% of psychologists have used AI tools in the past year, up from 29% in 2024, signaling a rapid shift toward AI in clinical practice. The most common use…
AI agent identity requires continuous authorization at runtime, not just one-time authentication at login, according to a new analysis from identity governance vendor C1. Traditional IAM tools fail to govern autonomous a…
Workers ordered to use AI by their bosses are then penalized for it, a phenomenon researchers call the "AI penalty" that is costing employees promotions and raises, according to a Business Insider report. Christoph Riedl…
A developer built a tiny Darwin Gödel Machine in ~150 lines of code that improves its own code by editing itself and keeping only changes that verifiably increase test scores. The program started by passing 1 of 8 tasks …
This article, the first in a series on agentic engineering, argues that neither the hype claiming AI will make software engineers obsolete nor the reassurance that AI is just another tool is honest. The author observes t…
Researchers have identified that the real cause of training instability in reinforcement learning with flow-matching policies is not iterative action generation but the vanilla sampling strategy, and they have introduced…
TrueFoundry's engineering team implemented governance for Claude Code after an audit revealed 60+ engineers using the tool with no oversight, and two CVEs exposed critical vulnerabilities. The team found that repo-level …