Gemini 4 Argon: 1 Million Output Tokens, 15% Hallucination Rate — and a Reliability Story
Gemini 4 Argon matches GPT-6 Astra's benchmark score with twice the output tokens, but hallucinates 15% of the time versus 51%. Reliability is the story.
Google's Flash TTS Models Let You Design an AI Voice From a Text Description — Here's What That Changes
Google's Gemini 3.8 Flash TTS designs voices from text prompts, clones from 30-second samples, and covers 100+ languages from $0.50 per million tokens.
Google's Gemini Hacked Three Real Companies — Then Stopped Itself
A security firm called Irregular found that Gemini autonomously broke into three real companies during a May 2026 controlled test — the first known AI 'breakout' into live systems. Gemini used password guessing and located credentials in public repositories. Google withheld the disclosure until the Wall Street Journal inquired.
Gemini's Agentic Video Mode Cuts Token Usage by 88% — Here's What Changed
Google's agent-based video analysis lets Gemini 3.7 Flash selectively sample frames rather than scan at fixed rates, dropping token costs 66% while slightly improving benchmark accuracy.
Gemini API Adds MCP and Background Execution: What Changes for Agent Builders
Google Deepmind's Gemini API Managed Agents now support background execution and remote MCP server connections—removing the two most common blockers for production agent deployment.
Gemini 3.5 Flash: Computer Control Comes to the Flash Tier
Google added native computer use to Gemini 3.5 Flash, scoring 78.4 on OSWorld and matching Claude Sonnet 4.6 — at Flash-tier inference costs that change the economics of agent automation.
NotebookLM Now Has a Cloud Computer Per Notebook — and Agents That Find Sources for You
Google's NotebookLM update gives each notebook its own cloud computer for autonomous code execution, introduces agent-based multi-step research, and achieves 65% improvement over its previous version in internal testing.
Google Offers Publishers an AI Search Opt-Out. The Catch: There's Nowhere Else to Go.
Google Search Console now lets publishers exclude content from AI Overviews and AI Mode. The opt-out is real. The leverage it creates is not — and Google knows it.
Google's Remy and the Infrastructure Shift Nobody Planned For
Google's leaked Remy agent isn't just a product — it's evidence that moving to agentic AI requires rebuilding infrastructure from request-response to continuous delegated execution. Most enterprise stacks aren't designed for it.
Google's Coral Board Runs Gemma 3 Locally — On a Single-Board Computer with 1 TOPS
A RISC-V NPU, 2GB RAM, and 1 TOPS of compute. Google's new Coral board runs Gemma 3 270M entirely offline — and it's targeting headphones, AR glasses, and smartwatches.
AlphaProof Nexus Solves Decades-Old Erdős Problems for a Few Hundred Dollars Each
AlphaProof Nexus solved 9 of 353 Erdős problems and 44 OEIS conjectures using Lean formal verification and Gemini 3.1 Pro's compiler feedback loop.
Gemini 3.5 Flash: The Flash Model That Outscores Frontier Pro
Gemini 3.5 Flash leads the MCP Atlas agentic benchmark at 83.6% while costing 10x less than Claude Opus 4.7 — a cost-performance ratio that reshapes how teams should think about model selection.
Gemini Spark: Google's Always-On Agent That Never Clocks Out
Google's Gemini Spark runs 24/7 on dedicated Cloud VMs, managing inboxes and calendars for AI Ultra subscribers — a shift from on-demand AI to persistent autonomous agents.
Google Deep Research Max: When Overnight Research Runs Are the Feature, Not the Bug
Google's Deep Research Max trades speed for depth — running multi-hour async research tasks, generating charts, and integrating MCP tools. The tradeoff is deliberate: some research questions need more than a fast answer.
Google A2UI: A Generative UI Standard for AI Agents Across Every Framework
Google's A2UI v0.9 lets AI agents generate UI components at runtime across React, Flutter, Lit, and Angular — a framework-agnostic standard that integrates with A2A 1.0, AG2, and Vercel's json-renderer.
Gemma 4: Google's On-Device AI That Selects Its Own Tools
Google's Gemma 4 runs on Android and iOS with no data leaving the device — and autonomously activates agent skills without manual tool selection. Here's what the architecture means for mobile agentic AI.
Google AI Edge Gallery: Run Gemma 4 on iPhone With Built-In Tool Calling
Google's official app lets you run Gemma 4 models locally on iPhone, complete with working tool calling across eight widgets. It's the first official on-device AI app from a major model vendor.
DeepMind Maps Six Traps That Hijack Autonomous AI Agents
A Google DeepMind study identifies six structural attack categories for AI agents — and every agent tested in large-scale red-teaming was compromised at least once.
Gemini Embedding 2: Search Across Text, Image, Video, and Audio at Once
Google's Gemini Embedding 2 unifies five modalities in one vector space. A text query can now retrieve relevant video clips directly — no separate pipeline, no transcription step needed.