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At the 37th Hot Chips conference, OpenAI unveiled its custom inference chip Jalapeño, claiming it outperforms NVIDIA's GB200/GB300 systems with 1.5–1.9× more work per watt at peak throughput, 1.7–3.6× lower end-to-end la…
Zhipu AI revealed that the anonymous model "Ox Alpha" is GLM-5.3-Flash, an MIT-licensed open-weights model released on Hugging Face on August 26 after a six-day stealth run that accumulated 44 trillion tokens and 503,000…
Z.ai released GLM-5.3-Flash, a 320B-total-parameter mixture-of-experts model with 18B active parameters, a 1,048,576-token context window, and native image and video input, under an MIT license with weights on Hugging Fa…
LLMs have eliminated the economic value of JavaScript identifier renaming and default obfuscator.io transforms, but runtime-dependent and polymorphic protection still costs attackers real money, according to Ji-ho Choi. …
A developer argues that the AI coding-agent era has reset the entire industry to novice level, citing Stack Overflow's 2025 Developer Survey showing 76% of developers weren't planning to use AI for deployment and monitor…
Andrew Ng, founder of Coursera and lecturer at Stanford, identified four essential AI development skills based on an analysis of more than 10,000 job postings and interviews with experts, hiring managers, and recruiters:…
Agencies are seeing a surge in clients wanting to automate workflows with AI tools like Manus, Claude Code, and Base44, but many lack clarity on requirements, leading to stalled builds and scope creep. The article outlin…
An engineering lead argues that determinism is the most valuable property of production systems, not a limitation to be overcome by AI. The post contends that as AI-generated code becomes cheap, verification becomes the …
Raj Kundalia, an engineer, built an open-source bug-fixing agent and evaluation framework to assess AI agents beyond final outputs, focusing on process, tool use, and multi-step reasoning. He planted 10 bugs in Python co…
A software engineer writing under the headline 'Engineering Theatre' warns that AI coding agents are producing 'engineering theatre'—tests, comments, and documentation that look like good engineering but add no real valu…
Amazon OpenSearch Service has introduced MCP Apps, a Model Context Protocol extension that renders interactive observability visualizations—such as trace waterfalls, service maps, and log pattern views—directly in an AI …
Pi 0.73.1 outperformed the official DeepSeek Harness (DSH) 0.1.1-rc.2 in a 16-run coding benchmark on the same local Qwen3.8-27B model, passing 6/8 externally checked runs versus DSH's 4/8, with mean external scores of 0…
Laude Institute and MIT released Headlong on August 25th, an open-source agent harness that lets AI agents keep thinking and acting after users stop interacting, with its core under 10,000 lines of Bash. The design, call…
Stigmergy, a team-oriented LLM wiki inspired by Andrej Karpathy's single-user wiki, uses a librarian agent to maintain a Git-and-Markdown knowledge base from immutable source captures via Slack, Claude Code, and MCP tool…
A mysterious AI model named Ox Alpha, listed as a stealth model on OpenRouter, has impressed developers with its coding and agentic capabilities, including a 1,048,576-token context window. An engineer who tested it by b…
Databricks Inc. announced updates to its IDE experience, enabling developers to connect VS Code, Cursor, or a terminal directly to Databricks compute via a new SSH tunnel, allowing them to run, debug, and scale Python an…
A senior software engineer's 19-session project building an AI-assisted software factory revealed a 'Productivity J-Curve': only 20% of time went to feature code, while 80% went to specification, infrastructure, and debu…
Anthropic's flagship models Fable 5, Mythos 5, Opus 5, and Opus 4.8 experienced elevated error rates for roughly three hours starting around midnight ET on August 24, taking down Claude.ai, the API, Claude Code, and Cowo…
A developer building StacksNG, an offline coding assistant for the African fintech stack, discovered that its RAG pipeline fabricated API details and citations for payment providers not in its corpus, with the worst hall…
A developer has released jina-embeddings-v4, a self-hosted server for the jina-embeddings-v4 embedding model with an OpenAI-compatible /v1/embeddings endpoint. The server runs on a single NVIDIA GPU and allows applicatio…