Author: Abdessalam Alaoui

I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media, and ways real people make money with this stuff. No press-release fluff. 20+ years shipping digital products; you'll also find my work around HowTik, Yumasty, and IncomeHelpful.

Sep 13, 2026

Fireworks AI Will Remove Seven Serverless Model Routes on September 25

Fireworks AI will retire seven older serverless model routes on September 25, 2026. Here is the exact migration map and test plan.

Sep 13, 2026

GitHub Copilot Code Review Can Now Run Builds and Tests Behind an Agent Firewall

GitHub Copilot code review can run builds, tests and targeted scripts, while Lite reviews now combine an ensemble of agents.

Sep 13, 2026

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.

Sep 13, 2026

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.

Sep 13, 2026

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.

Sep 13, 2026

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.

Sep 13, 2026

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.

Sep 13, 2026

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.

Sep 12, 2026

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.