Coralogix raises $200M to monitor AI agents; Suno soars to $5.4B amid major label lawsuits; DeepMind’s Gemma 4 (12B) is an encoder-free multimodal model that runs on a 16GB laptop; Nous Research launches Hermes Desktop GUI for local agents. Open-source, privacy-first AI shifts.

Hackers tricked Meta’s support chatbot to swap emails and bypass 2FA on high-profile Instagram accounts. OpenAI adds job search and a built-in CV editor to ChatGPT. Microsoft rolls out MDASH with 100 threat-hunting agents. TinyFish’s BigSet builds live datasets from plain English. Big power — and big risks.

Anthropic files to go public; Nvidia unveils RTX Spark for powerful local AI with massive shared memory; OpenAI returns to robotics focused on infrastructure; and Florida sues OpenAI/Sam Altman over AI-linked violence. Big stakes for safety, privacy, and industry growth.

Gemini takes over Android Auto as a conversational co-pilot, a new benchmark finds search agents often don’t actually browse, researchers reveal a gender gap in coding agent use, and OpenAI’s Advanced Voice Mode raises both excitement and safety questions.

Anthropic's $65B raise pushes it near a $1T valuation as Claude Opus 4.8 claims to outpace GPT-5.5 and introduces dynamic workflows with up to 1,000 parallel sub-agents. We unpack the compute arms race, a machine-to-machine web, cloud shifts, and Apple's Siri overhaul.

YouTube will auto-label photorealistic AI videos to boost transparency, sparking false-positive worries. Robinhood lets LLM agents trade via a Model Context Protocol using a separate wallet, drawing FINRA scrutiny. MEMO adds modular memory to update LLMs safely, while NVIDIA's Polar speeds RL training for code models.

ClickUp swaps hundreds of humans for AI agent swarms, sparking product and labor concerns. New Peking University research reveals “attribution hallucination” where models cite fake sources. George Hotz criticizes coding agents for hidden technical debt. Together AI open-sources OSCAR, a 2-bit attention-aware KV-cache quantizer that cuts memory and speeds long-context LLMs.

Hassabis vs. LeCun reignites the AGI debate while Vinyals plays peacemaker. We cover Copilot hallucinating cultural differences from labeled data, Microsoft Research's lightweight Webwright agent that boosts web automation, and Claude Code discovering a 70% compute-saving algorithm in a $40 run.

Spotify unveils a desktop tool to auto-generate personal podcasts; Cohere open-sources its powerful Command A+ under Apache 2.0; Google tests an llms.txt agentic-browsing standard; and IT pros are moving from AI generation to validating model outputs.

Jensen Huang’s $200B bet on AI-agent CPUs, Google AI Studio’s auto-generated Android apps, Gemini 3.5 Flash’s faster/cheaper agent models, and Stable Audio 3.0’s six‑minute songs with open weights and on-device inference — how hardware, models, and apps are converging.