Google launched Gemini 2.5 Flash-Lite to general availability on Vertex AI. It uses 20-30% fewer tokens than the standard Flash while maintaining reasoning, coding, and multimodal performance β and it now supports supervised fine-tuning (SFT). At the same time, Deep Research opened for free on the Flash model, and Native Audio got sharper. A significant update for cost-conscious teams and individuals alike.
NotebookLM added a Lecture format to Audio Overview β a single-host, 30-minute structured deep-dive instead of the familiar two-host conversation. Flashcards now generate directly from your uploaded sources only, meaning the cards reflect exactly what you studied rather than what AI generally knows. Together, these features turn NotebookLM into a complete, self-contained learning cycle.
Claude Code Routines, launched in April 2026 as a research preview, runs AI agents on Anthropic cloud infrastructure using three triggers: scheduled, API, and GitHub events. Available on Pro plans ($20/month) and above β the agent keeps working even when your laptop is closed. A practical setup guide and real-world education and business scenarios.
In May 2026, Google significantly upgraded Gemini 2.5 Flash Native Audio. Sharper function calling, smoother conversation flow, and multi-speaker TTS β creating audio-based educational content is now possible with a few lines of code. An EdTech CEO shares real use cases and API implementation details.
In November 2025, Suno and Warner Music Group signed a historic partnership. Starting in 2026: restricted downloads for free accounts, significant changes to copyright structure, and the fundamental question of who owns AI-generated music. What music educators and content creators need to know.