UK Medical AI Regulation Blueprint Replaces One-Time Approval With Lifecycle Monitoring
UK medical AI regulation could shift toward continuous monitoring, version traceability and stronger enforcement under a new independent blueprint.
Author: Abdessalam Alaoui
I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media.
OpenAI AI Safety Policy Backs Four California Bills, and Three Are Already Law
OpenAI AI safety policy now calls for mandatory federal rules and backs four California bills. Three were signed within two days of its post.
IBM Granite Time Series Ships a 385M-Parameter Zero-Shot Forecasting Model
IBM Granite time series adds a 385M-parameter zero-shot forecasting model with 99 quantiles, open weights and one benchmark caveat.
Amazon Bedrock Video Search Adds Marengo 3.0 and Removes the Pipeline Glue
Amazon Bedrock video search now uses Marengo 3.0 to index video, audio, images and text. The managed pipeline removes several fragile steps.
AWS Targets Two LLM Latency Problems With Two Different Caches
AWS LLM latency updates target prompt-prefix reuse and model cold starts separately. Here is how to diagnose which cache your workload needs.
Amazon Quick Desktop App Keeps AI Agents Running After Your Laptop Closes
The Amazon Quick desktop app is now available on macOS and Windows, with cloud agents that keep running after a laptop closes.
GitHub AI Scan Is Generally Available: Verify Coverage and Advisory Limits
GitHub AI Scan is generally available. Check effective policy, fork and Dependabot exclusions, advisory-only findings and Code Security AI Credit budgets.
Build One MCP App for ChatGPT and Claude on AWS AgentCore
AWS AgentCore shows how one MCP App can work in ChatGPT and Claude. The portable pattern is useful, but the no-auth demo needs production…
Avid Puts Media Composer in Chrome and Adds Gemini Agents
Avid and Google Cloud announced Media Composer in Chrome and Gemini agents for creative workflows, but no general-availability date yet.
AWS Says GPT-5.6 Luna Beats GPT-5.4 Mini on Cost per Correct Answer
AWS compares OpenAI models by cost per correct answer instead of token price. The result is useful, but model settings are not fully matched.
OpenAI Habitat Reaches 70M Requests After a Rust Rewrite With Codex
OpenAI says two engineers used Codex to rewrite Habitat in Rust. The storage service now handles over 70 million requests per second.
Google ToolGrad Builds Tool-Use Training Data Backwards and Reports a 99.8% Pass Rate
Google ToolGrad builds tool-use training data from a valid answer chain back to a user request. Researchers report a 99.8% generation pass rate.