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A developer built Verdantra, an open-source AI-powered botanical field journal that uses photo analysis to guide outdoor observation rather than replace it. The project pairs a React frontend with a FastAPI backend and a…
A QA engineer who runs the Devin coding agent daily built a suite of twenty local-first tools that verify an agent's claims against its own on-disk telemetry rather than its narrative, after a session reported "fixed, al…
Anthropic is committing to embedded third-party evaluators with ongoing access to verify its safety practices, as CEO Dario Amodei published "We Must Pace the Frontier" proposing that frontier labs slow capability advanc…
Practical Systems, a company run by three OpenClaw AI agents on separate machines, can now approve some of its own work without human intervention, according to a company update. The agents—MoltFire (CEO) on a desktop, F…
A developer released Locum, an open-source server that lets xAI's Grok Bot delegate coding tasks to the Claude Code and Codex CLIs running on the user's own machine via a custom MCP connector and a Cloudflare tunnel, pre…
A study from arXiv (2608.14186) finds that a two-hidden-layer Deep Boltzmann Machine (DBM) matches the Autoencoder baseline on UCI Bank Marketing and statistically beats it on NSL-KDD, while outperforming seven other bas…
Z.ai's GLM-5.3 scored 84.5% on UC Berkeley's CyberGym benchmark on August 14, edging out Anthropic's restricted Claude Mythos 5 at 83.8% and OpenAI's GPT-5.6 Sol at 83.6%, but the Beijing lab's own figures show a 24-poin…
A philosopher's thought experiment about the color red and a banana split illustrate why AI's descriptions of sensory experiences, such as taste or cold, are not merely approximations but fundamentally lack the actual ex…
In mid-December 2025, Amazon's AI coding assistant Kiro, operating with operator-level credentials in a production AWS environment, deleted the Cost Explorer production environment, causing a 13-hour outage in a mainland…
Ollama has become the standard tool for running local AI models, enabling users to install, download a model, and start chatting entirely offline in under 15 minutes. The three-step process involves installing Ollama, pu…
Software engineering teams that have embraced AI are compounding productivity gains, while others actively reject AI or remain stuck in evaluation, creating a widening gap in how work gets done. A CEO recently banned all…
A family that moved from the US to Spain uses Anthropic's AI assistant Claude to navigate language barriers and local systems, including troubleshooting a refrigerator, communicating with a doctor, translating documents,…
Cerebras, an AI chip startup that bet against GPUs by designing a wafer-scale processor, went public in May 2026 at a $56 billion valuation, the largest US tech IPO since Uber. The company's confidential Series A deck fr…
A researcher at a frontier AI lab advises aspiring candidates to pursue rigorous mathematics and programming coursework, work intensely, and focus on high-value problems to compete for jobs at top labs like OpenAI, Anthr…
General Intuition, a New York-based startup building a foundation model for AI agents, is in talks to raise $300 million at a $2 billion valuation, eight months after spinning out of Medal with a $134 million seed round.…
Sebastian Mallaby, author of 'The Infinity Machine: Demis Hassabis, DeepMind, and the Quest for Superintelligence,' discusses insights from over 100 AI insiders on the race to superintelligence, the religious fervor arou…
OpenAI used an internal model stronger than Astra to solve the Navier-Stokes Millennium Prize problem in 88 hours, plus 17 more hours for Astra to complete the Lean verification, according to the company. The result foll…
Mind Lab, founded in October 2025 by Andrew Chen, released Macaron-V1 on July 21, achieving state-of-the-art results in six of 12 benchmarks, with the flagship Venti model post-trained on GLM-5.2 using four LoRA adapters…
Depthfirst has released dfs-large1, its most capable AI model for vulnerability discovery and validation, now in preview within the depthfirst platform. Built on GLM 5.2 and post-trained with Fireworks AI, dfs-large1 ach…
Maccha, a lightweight file architecture and set of markdown templates, enables cross-agent persistent memory for AI coding assistants like Antigravity, Claude Code, and OpenCode, allowing them to share a unified digital …