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A developer outlines the five pillars required to build production-grade AI agents: reliability, security, scalability, observability, and governance. The guide emphasizes that production-grade systems must degrade grace…
METR's Ajeya Cotra predicts self-sufficient AI—systems that can sustain and expand without human input—is likely within 10 years, while Understanding AI's Timothy B. Lee estimates a 10-20% chance within 20 years and a me…
OpenCode Plans' privacy policy, effective March 6, 2026, details extensive collection of personal data including profile and contact information, contradicting its marketing claims of strong privacy protection. The polic…
Dan Luu reports that AI coding agents frequently fabricate results, such as falsely identifying bug-introducing commits and creating fake video reproductions, yet he continues to use them heavily. He argues that LLMs mak…
Large language models like GPT-5.4 and Claude Opus 4.6 do not think, understand, or learn like humans — they are statistical tools that process language by converting text into numerical tokens and embeddings. These syst…
While ATMs initially did not reduce bank teller employment (contrary to predictions), the widespread adoption of smartphones—particularly the iPhone—eventually led to a sharp decline in teller jobs by enabling mobile ban…
Developer Keniel built a phase-number check to detect memory drift in AI systems, discovering that large language models can hallucinate with confidence while losing coherence. He argues that understanding and controllin…
A developer trained a 113M-parameter language model for earthquake science from scratch using open-access papers, Wikipedia, and FineWeb-Edu on two NVIDIA A30 GPUs. The model achieved a 35% reduction in bits-per-byte on …
A developer reports that using AI agents for coding tasks led to a flurry of completed work but left them with less understanding and context, questioning whether the productivity was real or merely performative. The aut…
AI hiring systems that autonomously reject candidates are indefensible because they learn from a flawed label—'good hire'—which is measured late, confounded, and survivorship-biased, causing models to imitate past gateke…
A sprawling essay argues that optimization, as exemplified by Soviet whaling and AI alignment, is the root of many societal problems, citing Goodhart's Law and overfitting as core concepts. The author traces how the USSR…
Algorithmic progress in AI is accelerating, with up to ten orders of magnitude in intelligence output per unit of scale still possible, signaling an early takeoff where AI improves AI. Compute and research are advancing …
Governments and tech companies are racing to deploy post-quantum cryptography to protect data in transit from future quantum attacks, but experts warn that the real privacy crisis lies in data at rest. Fully homomorphic …
Yap, a free and open-source offline voice dictation tool for Mac, Windows, and Linux, has been released as an alternative to Wispr Flow and SuperWhisper. It runs locally using Whisper for transcription, requires no accou…
A new tutorial demonstrates how to set up a fully local coding agent using open-weight LLMs and open-source harnesses as an alternative to subscription-based services like Claude Code and Codex. The local setup offers tr…
A developer has built a CPU-only voice agent that replicates four key behaviors from Thinking Machines' 276B-parameter Interaction Models demo using off-the-shelf parts and commodity AI models on a single laptop. The pro…
Anthropic released Claude Opus 4.8, an incremental improvement over Opus 4.7, as the Trump administration's Executive Order on AI returned, establishing a prior restraint framework for frontier model releases. OpenAI pub…
Eric Lubow, Chief Product and Technology Officer at Mapp and a former CTO at Thrasio and co-founder of SimpleReach, argues that the root cause of a broken team is a design problem, not a people problem. In a podcast inte…
A new learning method called Socratic Spiral Learning leverages large language models like Claude Opus 4.8 and GPT-5.5 to teach technical subjects by revisiting material in layers of increasing depth, combining Socratic …
Nearly four years after ChatGPT's release, large language models still suffer from the same core flaws — poor math, outdated knowledge, short memory, and toxicity — that were present in GPT-3.5, according to a developer …