Production RAG systems fail on real-world documents due to flawed chunking and retrieval, according to a technical guide covering indexing and query phases. The guide details chunking strategies inclu…
Anthropic's Claude Code can consume far more tokens than expected because each request includes system prompts, project instructions, tool definitions, and conversation history, with prompt caching re…
Google made Gemini Omni Flash generally available on August 27, 2026, with the gemini-omni-1.1-flash model adding video extension, first-and-last-frame interpolation, and resolution controls, while de…
Anthropic's Claude Code documentation now merges custom slash commands into the Skills model, where a file such as .claude/commands/deploy.md and a Skill such as .claude/skills/deploy/SKILL.md both pr…
Tensorlake's Sandboxes allow egress policy to be replaced on a running sandbox with a single update call, enabling network access to be revoked after installation. The swap is atomic with no enforceme…
A new analysis from the AI research community compares Reinforcement Learning from Human Feedback (RLHF) and Reinforcement Learning from AI Feedback (RLAIF), concluding that the choice of preference s…
Insurance carriers introduced ISO endorsements CG 40 47, CG 40 48, and CG 35 08 in 2026, eliminating legacy 'silent AI' coverage and restricting cyber sublimits to $500,000, making autonomous agent fa…
A widely cited statistic that 40% of AI projects fail is based on a misreading of Gartner's own data, according to an analysis of the research firm's reports. The actual figures reveal a more nuanced …
OpenAI retired the o3 model from ChatGPT on August 26, 2026, replacing it with the GPT-5.6 family, including GPT-5.6 Sol Instant, while API snapshots like o3-2025-04-16 point to gpt-5.6-sol with a lat…
A new open-source tool called ai-security-skill provides a local-first security control plane for AI-assisted development, using deterministic code analysis to verify code generated by AI agents. The …
A new AI engineering concept called the 'Harness' is gaining attention as the programmatic and infrastructural scaffolding around large language models that enables agents to operate effectively, reli…
LangGraph, a low-level orchestration framework by LangChain, enables developers to build stateful AI workflows and agents as graphs of steps, with state, nodes, and edges for branching, looping, persi…
A round-robin load balancer across three Azure OpenAI resources caused a 400 error on the Responses API because the API is stateful and requires requests to hit the same resource that created the item…
Ambient clinical scribes using generative AI in healthcare frequently omit pertinent negatives—explicit patient denials of symptoms—from SOAP notes, creating clinical blind spots and malpractice risk,…
Post-training methods such as supervised fine-tuning (SFT), direct preference optimization (DPO), and reinforcement learning (RL) shape a model's behavior after pre-training, with SFT remaining the mo…
Qdrant, the vector database company, published a benchmark showing that a billion-vector search system can operate without holding all data in RAM, using a multi-tier storage architecture with quantiz…
Anthropic's Claude developer platform now offers multiple agent extension layers—Agent Skills, tool use, MCP connectors, browser use, and Files API—each serving distinct purposes, and developers must …
OpenAI CEO Sam Altman said in an interview with Stratechery that he no longer thinks of the harness and the model as entirely separable things, signaling a shift in AI development toward 'harness engi…
Snowflake announced the General Availability of its Cortex Agents Coding Agent on August 26, 2026, enabling production-ready use of the code_toolset_all tool for building coding agents. A developer ha…
Divakar Ungatla's article on Towards Artificial Intelligence introduces online evaluation for AI applications, extending offline evaluation pipelines to assess real user interactions post-deployment. …