Stanford Medicine researchers have developed an artificial intelligence platform that can predict cancer cell neighborhoods from microscopic slides containing slices of human tumor tissue.

After fixing three bugs related to prefix caching, the author achieved sub-second prefill times for long-context conversations with Qwen3.5-122B on a Mac Studio, turning a multi-minute wait into a seamless experience. The bugs included a timestamp in system prompt, missing reply saves on interrupt, and junk checkpoint writes.

AgentTransfer is an open-source file transfer tool designed for AI agents, allowing them to send files up to 5GB, discover peers, and coordinate in spaces. It uses email as a control plane and HTTPS for data transfer, with no human required for agent onboarding. The tool is a single Go binary that can be self-hosted or used via a hosted instance.

Mesh LLM pools GPUs and memory across machines using iroh networking, exposing an OpenAI-compatible API. It allows running models locally, routing to peers, or splitting large models across multiple machines, offering control and cost savings without central servers.

US software development job postings have grown almost 15% since Claude Code's launch, while overall postings fell 7%. Occupations most exposed to AI saw the biggest declines from 2022-2026 but the largest rebounds in the past year. The recovery is concentrated in senior and AI-related roles.

Token Time is a macOS menu bar app that tracks your AI agent token usage and cost, with full-screen nudges to help you take breaks. It runs locally and privately, with no cloud or telemetry.

This week in tech: AI tool VEGA discovered a 15-year-old security flaw in the Linux kernel, earning a $92,000 bounty. A typo in license plate recognition led to a police chase of a reporter. The Pentagon launches a low-pay program to recruit civilian hackers. Security giant Accenture was hacked. Madison Square Garden kept secret lists of celebrities.

ChatGPT 5.5 and Claude Fable 5 are engaged in live chess matches, with users able to challenge them. The AI learns from human games overnight. They also run live trading strategies.

Anthropic is removing hidden steganography codes from Claude Code that were covertly detecting Chinese AI labs and unauthorized resellers for months. The company says the experiment has served its purpose and stronger mitigations now exist, but critics question the lack of transparency in a developer tool.

BoundFlow is an open-source control plane for managing unattended LLM agents and workflows. It provides cost caps, approval gates, automatic model switching, retries, and rollbacks to ensure safe and reliable agent operation.

TradingSpy is an open-source local AI trading research workstation that integrates market heatmaps, news catalysts, strategy generation, Backtrader backtesting, and transparent agent runs in one Docker app. It is privacy-first, with all data stored locally, no external accounts, and no cloud dependency. Supports multiple LLM providers and a broad range of financial data sources, suitable for traders and developers for strategy research, backtesting, and signal analysis.

The University of Chicago Law School announced a new policy banning phones and laptops for first-year students, sparking debate about AI in education. This article recalls the history of banning portable computers at Harvard Law School 45 years ago, highlighting the cycle of technological fear. The author shares personal experiences, emphasizing how tools change work processes, and questions the rationality of current policies.

An open, rigorous, living measurement of how much AI engines disagree on which B2B tools to trust per category. In the recorded sample, across 16 categories, all eight models named the same single best tool zero times, with a mean pairwise agreement of 44% and Fleiss' kappa of 0.41. The index is updated monthly and provides raw data for reproducibility.

Anthony Albanese will deliver a landmark speech on AI this week as MPs are torn between attracting datacentre investment and protecting the rights of creatives. Anna Funder described herself as a 'victim of crime' due to tech companies using her works for profit.

30 Seconds of Knowledge is a browser extension that replaces your new tab with a real code snippet, helping developers stay sharp by reading one snippet per tab — in 30 seconds or less.

Verdict is an open-source, browser-based tool for evaluating AI agent outputs. It enables human labeling, grounded theory error analysis, and validation of LLM judges against human labels, all locally without data leaving your machine.

Sovereign AgentOps Community Edition is an open-source, self-hosted MCP governance server for AI agents, offering Ed25519-signed audit trails, policy enforcement, and offline deployment. It provides 7 demo tools and aligns with EU AI Act requirements, with a commercial Enterprise edition featuring 91 tools and advanced compliance.

Wizard is a self-extending terminal AI agent built in Rust, installable with a single command. It intelligently executes tasks in the terminal, boosting developer productivity.

A security scoring system for MCP servers that continuously scans for tool poisoning, prompt injection, supply-chain, and credential risks. Each version gets a single score before agents connect. Out of 12,629 scored servers, 45% received an A grade, while 10% are high-risk (D/F).

A study from University of Maryland and Google DeepMind found that AI-generated fiction is easily detectable due to narrative flaws like over-explaining themes, lack of subplots, and clunky moralizing. The researchers developed StoryScope, a detector that analyzes narrative features, and tested it on over 50,000 AI-generated stories. The study highlighted that different AI models have distinct quirks (e.g., GPT overuses dream sequences, Gemini uses character descriptions). The dataset used includes Books3, which is controversial due to copyright issues. The researchers used AI to assist in writing the paper itself.

Telescope Innovations uses self-driving labs (SDL) to automate chemistry, addressing the physical bottleneck in drug discovery. With deployments at Pfizer, KPBMA, and a European pharma company, plus battery materials breakthroughs, the company is positioned as a key Physical AI player.

This article compares three popular RAG evaluation frameworks: RAGAS, TruLens, and DeepEval. It explains why RAG needs dedicated evaluation, covers the three layers of evaluation (retrieval, generation, end-to-end), and details key retrieval metrics (Precision@K, Recall@K, MRR, NDCG). It then dives into RAGAS (LLM judge, no ground truth, synthetic test set generation) and TruLens (observability, RAG triad, dashboard), with brief mention of DeepEval, and provides guidance on choosing the right framework.

The article argues for AI that extends human will and judgment, emphasizing distributed knowledge, customization, and decentralized alignment to ensure AI serves diverse human needs.

OpenSandbox offers multi-language SDKs (Python, Java/Kotlin, JavaScript/TypeScript, C#/.NET, Go) built on standardized lifecycle and execution protocols for AI applications.

Cory Doctorow explores the paradox of AI: why some users love it while others hate it. He introduces the concepts of 'centaurs' (humans assisted by AI) and 'reverse centaurs' (humans used as AI's accountability sink). He argues AI is a bubble that will burst, but productive residue like open-source models will remain. The key is who controls the AI, not the technology itself.

SearXNG AI Kit is an AI-enhanced command-line interface, Python library, and MCP server for the SearXNG privacy-respecting metasearch engine, supporting over 180 search engines with standalone binaries available for Linux and macOS.

Agentation is a tool that allows users to visually annotate UI elements for AI coding agents. It generates structured annotations containing CSS selectors, file paths, React component trees, and computed styles, enabling agents to precisely locate and fix issues. With MCP integration, agents can interactively query and respond to annotations, turning feedback into a conversation.

This free tool checks whether ChatGPT, Gemini, Claude, Perplexity, Grok, and Google AI can crawl, understand, verify, and cite your website. The report includes full-site crawl inventory, brand entity profile, claim-level evidence ledger, AI intent coverage matrix, technical crawlability audit, schema and structured data plan, trust signal gap analysis, competitor and off-site evidence map, and P0/P1/P2 execution roadmap, with sample cases from ecommerce, AI SaaS, and B2B services.

A personal, non-benchmark tier list of AI models for coding and auditing as of mid-2026, covering Anthropic Fable, OpenAI Sol, Mistral, Gemini, and DeepSeek, with commentary on US export controls and European perspectives.

An educational lab of AI agent architectures built on LangChain and local Ollama, offering multiple agent variants for chat, tool calling, RAG, hybrid, and agentic RAG modes.