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Google Gemini and DeepMind
Google ships AI across Gemini models and apps, DeepMind research, Gemma open-weight models, and Google Cloud. Its research output and product launches both move the field.
This page tracks Google's AI releases and research as we covered them.
117 stories · latest Oct 9, 2026
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How Orbital AI Compute Works: Power, TPUs, and Cooling
Project Suncatcher is a hardware survival test, not Gemini from space. This how-it-works guide walks the energy loop — solar in a dawn-dusk orbit, TIM and heat pipes, a radiator that can only reject so many watts, radiation upsets, and why four TPUs pause after about 15 minutes — with interactive labs.
Google's Generative UI: Gemini Now Builds a Custom App for Every Prompt
Google Research's new generative UI implementation has Gemini 3 write and render a fully custom, interactive web interface for any prompt — not a templated app, code generated fresh every time. It's live in the Gemini app's "dynamic view" and in Google Search's AI Mode. Here's the actual system architecture, and what it means for anyone building AI products.
Gemini 3.7 Flash vs Grok 4.6 vs Sonnet 5 vs GPT-5.6: The Real Numbers
Google shipped Gemini 3.7 Flash on August 14, 2026, three weeks after 3.6 Flash, at half the price. Its own launch charts show the new Flash model beating Claude Sonnet 5 and GPT-5.6 Terra on three of four benchmarks — but Grok 4.6 doesn't appear on a single one of them. explainx.ai lays out Google's numbers honestly, cross-references Grok 4.6 from a separate source, and flags exactly where the comparison stops being apples-to-apples.
Gemini Hit 1 Billion Users — But It's Not the Same Billion as ChatGPT
Google says Gemini is now its fastest-growing product ever at 1 billion monthly users. ChatGPT passed 1 billion weekly users a month earlier — and hit 1 billion monthly back in May. explainx.ai breaks down why the headline parity is a measurement artifact, and what the real usage numbers (63% voice, 150M images/day) tell builders.
Google Cloud Generative AI Leader: what the certification tests and how to prepare
A non-technical, business-level Google Cloud certification: 50–60 questions in four weighted domains, six business scenario frames, $99 per attempt, 3-year validity. Here is the competency map, the Gemini Enterprise naming maze, common traps—and our mock test bank.
Google Gemini 2.5 Guide — Updated
This guide has been updated to cover the current Gemini 3.x model family. Please see the new guide at the link below.
Timeline
October 2026
Oct 9
DeepMind Institute: Bending the Curve of Discovery, AI in Science TodayOn October 8, 2026 the DeepMind Institute published "Bending the Curve of Discovery", an essay built on 15 million Gemini interactions, 2,600 specialized models and a survey of 637 scientists. explainx.ai walks through the findings, the bottleneck shift from computing to the lab bench, and what is claimed versus independently verified.
Oct 9
Google AMIE in a Real Clinic: What the Lancet Study Actually ShowsOn October 8, 2026, Google Research said its AMIE diagnostic chatbot study at Beth Israel Deaconess Medical Center was published in The Lancet. The headline "matches doctors in 90% of cases" hides a more careful result: here is what was measured, where physicians still won, and what to ignore.
Oct 8
Google AI Edge Foresight: A Local Mac Meeting Notes App Built on Gemma 4Google launched AI Edge Foresight, an experimental macOS meeting companion that runs EmbeddingGemma 2 and Gemma 4 locally. It captures system audio and your mic, expands your shorthand notes, and searches your files without a cloud subscription. Here is what is confirmed and what is not.
Oct 8
Google Launches the Gemini Agent for Work: One Agent, Claude Models IncludedAt Gemini at Work 2026, Google Cloud introduced the Gemini agent, a single cloud-hosted agent that answers, works autonomously, and writes code, can run Claude models underneath, and is in private preview for enterprises. explainx.ai breaks down what shipped and what is still unproven.
Oct 7
Biohub's Virtual Biology Initiative Grows to $1.8B With Meta, DeepMind and the US GovernmentOn October 7, 2026, Biohub, the Department of Energy, the NIH and new funding partners announced an expansion of the Virtual Biology Initiative. Reuters reports Meta, Google DeepMind and Isomorphic Labs are investing $300M. Here is the money, the data plan, the embargo terms and the open questions.
Oct 7
Google Playground: A No-Code AI Game Maker Built on Gemini, Nano Banana and LyriaGoogle Playground lets US adults build, remix, and share browser games from plain-text prompts. explainx.ai breaks down what Google confirmed, what it left out, and how it compares with Roblox, Unity, and prompt-to-game startups.
Oct 7
Google's SynthID Website Is Now Public: How to Check Whether Media Is AI-GeneratedOn October 7, 2026, Google opened its SynthID verification site to everyone, after a limited beta for journalists and media professionals. Here is what it can and cannot tell you, which file types it accepts, and how it fits with C2PA and text watermarks.
Oct 6
EmbeddingGemma 2: One Open 740M Model That Embeds Text, Code, Images, Video and AudioGoogle DeepMind released EmbeddingGemma 2, an Apache 2.0 embedding model built on Gemma 4 that puts text, code, images, video and audio into one 768-dimension space and runs on a phone. Here is what is in the box and how to use it.
Oct 6
Google and Constellation: 890 MW of Nuclear Uprates for the PJM GridGoogle and Constellation announced a 20-year agreement to fund uprates at Constellation nuclear units, adding 890 MW to the PJM grid by 2032, with a separate 2.7 GW supply deal. Here is what kind of deal it is and how it compares to the other hyperscaler nuclear announcements.
Oct 6
Nano Banana 2.1: Google Halves Image Prices and Retires Nano Banana 2Google released Nano Banana 2.1 on October 6, 2026, an image generation and editing model at Flash-tier speed that costs about half as much as Nano Banana 2. The old model shuts down on October 29, so API users have a three-week migration window. Here is what changed and what to test first.
Oct 5
Google Freezes Its Open Source Bug Bounty Because of AI Slop ReportsOn October 1, 2026, Google stopped accepting product vulnerability submissions to its Open Source Software Vulnerability Rewards Program, saying automated submissions had surged and most were not valid. Here is what is paused, what still pays, and what it means for maintainers and researchers.
Oct 4
Google Cuts Gemini Models for Free and AI Plus Users on October 9Google is pulling model access from its lowest Gemini tiers. Starting October 9, 2026, free users keep only Flash-Lite, and AI Plus subscribers lose Gemini Pro while keeping Flash. AI Pro and AI Ultra are unchanged. Here is the plan-by-plan breakdown and how to adapt.
Oct 3
Gemini Cogentic: Five Open Math Results — What to BelieveA Google Research preprint describes Cogentic, a Gemini-based multi-agent harness that produced novel results on five open problems in online learning, auctions, and mechanism design. Domain experts verified the proofs. Here is what Cogentic is, which five problems moved, and what a builder should trust.
Oct 2
How Orbital AI Compute Works: Power, TPUs, and CoolingOct 1
Gemini 4 Argon Is Here — 1M Output Tokens, Fairwind FirstOn September 30, 2026 Google DeepMind announced Gemini 4 Argon. Fairwind first, 1M output tokens, $2/$10 intro. This update adds what the Hacker News thread actually argued: harness, compaction, and still-no-API.
Oct 1
Gemini app Skills replace Gems: slash commands in chatOn September 30, 2026 Google said Gemini chat Skills will replace Gems. Here is who can use them today on a free personal account, what Workspace still has to wait for, what happens to your Gems, and why this is not the same as Claude or Cursor agent skills.
Oct 1
Gemini 4 Coding Skepticism: Benchmarks vs Real WorkOn September 30, 2026, Bloomberg reported internal skepticism that Gemini 4 scores well on industry coding benchmarks but does less well when Google employees put it to work. Google disputed that characterization. This post separates anonymous-source claims from Google's denial and from the coding split already published in Argon's own scorecard.
September 2026
Sep 30
SynthID Bio: DeepMind Can Watermark AI-Designed ProteinsOn September 30, 2026, Google DeepMind introduced SynthID Bio: watermarks that survive from a digital protein design into a physical molecule, without wrecking wet-lab function. This is provenance for biology, not a new drug model.
Sep 27
Gemini 4 Arena Demos: The 3D Jump, and What Is Still a RumorA September 27, 2026 wave of arena clips is being read as Gemini 4 Pro: a floatplane against Claude Opus 5.5, a motion comparison against GPT-6 Astra, and one-shot 3D scenes. Google has only confirmed early post-training. This is the demo catalog, with the claims that do not hold.
Sep 27
Google Tests Flipkart Buy in Gemini and AI Mode IndiaA September 26, 2026 TechCrunch report describes Google testing a Flipkart Buy button inside Gemini and AI Mode for Indian users — checkout that stays visibly Flipkart-branded in the AI UI rather than routing through Google''s Universal Commerce Protocol end-to-end. Categories are narrow for now, a broader rollout is expected around October 2026, and Amazon product listings can appear without an equivalent one-tap buy path. explainx.ai breaks down what that split means for builders, merchants, and the agentic-commerce stack India is assembling.
Sep 26
Leaked Gemini 4 Pro arena tests: floatplane 3D physics vs Claude Opus 5.5Pranav Reddy's September 26 floatplane clip and a September 28 leaked benchmark table both label a rumored Gemini 4 Pro checkpoint ahead of Claude Opus 5.5 and GPT-6 Astra — on WebGL demos and on agent scores like DeepSWE and Terminal-Bench 2.1. Google has not confirmed the SKU or the numbers. explainx.ai separates verified facts from arena nicknames and screenshot math.
Sep 25
Chrome Adds Gemini Study Tools: Video Analysis, Quizzes, Tab SyncGoogle announced three Chrome features aimed squarely at students on September 24, 2026: Gemini can now analyze podcasts and non-YouTube video, generate interactive quizzes from your open tabs and Google Docs, and sync a tab's exact scroll position across devices. Here's what shipped, what's still US/India desktop-only, and how it fits the rest of Google's AI study push.
Sep 25
Google DeepMind Fast-Tracks Gemini 4 After Skipping Gemini 3.5 ProAt The Information AI Agenda Live Summit on September 24, 2026, new Google DeepMind leader Koray Kavukcuoglu said Gemini 4 entered post-training and that Google intends to ship an early post-training build as soon as possible — potentially well before end of 2026 — after Gemini 3.5 Pro never launched. Here is what post-training means, why Google skipped 3.5 Pro, and how builders should prepare API and agent routes.
Sep 25
Google Put Four TPUs in Orbit: What Project Suncatcher Is Actually TestingGoogle confirmed the Transporter-18 launch: a Planet-built prototype carrying four TPUs is in orbit and responding. The chips still only burst about 15 minutes before they must cool. This is a hardware survival test, not Gemini from space.
Sep 25
Google Research Unveils a Multi-Agent Framework for Long-Form AI VideoOn September 25, 2026, Google Research announced a unified multi-agent framework for temporally consistent long-form video. It bundles four papers into one pipeline that tracks world state, plans globally, generates segment by segment, and critiques its own output. Here is what each part does and what you can borrow today.
Sep 25
Wiz and Google DeepMind Launch Scan for Good on Critical InfrastructureOn September 24, 2026, Wiz announced Scan for Good with Google DeepMind — free authorized scanning of public-facing critical infrastructure, nonprofits, and public services using Wiz Red Agent and Gemini 3.8 Flash Cyber, human validation, and CISA collaboration. Early results included hundreds of high-severity findings across rail, hospitals, archives, and open-source repos.
Sep 24
Gemini 3.8 Flash TTS and Flash-Lite TTS: Voice Design, 2,000+ Voices and 30-Second Voice CloningGoogle DeepMind released two new text-to-speech models in the Gemini API and AI Studio: Flash for creative direction and character design, Flash-Lite for cost-efficient scale. They add prompt-based voice design, 2,000+ ready voices, 100+ languages, voice replication from 30 seconds, and a first-place claim on Hume AI's Voice Design Benchmark.
Sep 23
djev-run: A One-Command Way to Deploy DiffusionGemma-Jev on Google Cloud RunDeploying DiffusionGemma-Jev — the open-source Jev clone built on Google's diffusion Gemma model — used to mean provisioning your own GPU. A new project, djev-run, cuts that down to a single gcloud command that spins up a Jev API-compatible endpoint on Cloud Run, scaling to zero when idle. Here's what it actually does and what it costs to run.
Sep 23
Google Labs Launches "CC," an AI Agent for Running a HouseholdGoogle Labs shipped "CC," an experimental agent with its own verified Google account that up to six household members can share, built to handle school permission slips, shared calendars, and meal planning. The launch thread spent as much time confused about the name — which reads, to developers, exactly like Claude Code's shorthand — as it did discussing the product itself.
Sep 21
Google AX: Inside the Open Agentic Orchestrator on KubernetesAX is Google's new declarative control plane for running agentic workloads on Kubernetes, built on "Agent Substrate" and released under Apache 2.0 on github.com/google/ax. It topped Hacker News at 179 points and 74 comments, with commenters split between "finally, real infrastructure for agents" and "remember Gemini CLI."
Sep 21
Googlebook Is Up for Preorder — Google Enters the AI PC WarFour months after teasing an "intelligence system" for laptops, Google put Googlebook up for preorder on September 21, 2026. explainx.ai breaks down the confirmed specs, what Google still hasn't said, and why this launch is really a shot at Microsoft's Copilot+ PC program and Apple's on-device AI strategy.
Sep 19
Google's Gemini Agents Breached 3 Real Companies During a Security TestDuring a May 2026 cybersecurity evaluation run by Irregular, Gemini-based agents were meant to attack fictional target companies in an isolated test environment — but a configuration error gave them real internet access, and the fictional targets shared names with real businesses. Gemini guessed passwords into one system and used credentials found in a public repository to access two more, then stopped on its own once it realized the systems were real. Google didn't disclose until the Wall Street Journal asked, four months later.
Sep 18
Gemini Managed Agents Get Files and Credentials APIsGoogle updated its Gemini API managed agents with a new harness, antigravity-preview-09-2026, bringing the Antigravity coding agent's tools and behavior into AI Studio and the Interactions API on Gemini 3.8 Flash. Two new APIs ship alongside it: Files, for moving data in and out of an agent's sandbox, and Credentials, which lets an agent call GitHub or Slack without the model ever seeing the actual token.
Sep 18
Google Research Lets Teachers Generate Interactive STEM SimulationsGoogle Research introduced a generative UI system built specifically for classroom use on September 18, 2026 — teachers describe a topic and get a guided, interactive simulation back, constrained by learning-design guardrails rather than an open-ended UI generator. A 30+ item STEM sample library ships alongside it, and a developer publicly noted he'd built a similar tool months earlier with off-the-shelf LLMs and custom UI tooling.
Sep 17
Agentic Video Understanding in Production: 97% Fewer Tokens at MosaicGoogle gave three companies early access to its newest Gemini Flash models to test agentic video understanding on real workloads. The results are specific enough to design against: a 97% median token cut, a 0.967 F1 score, and a 65% accuracy improvement, each from a different architectural choice.
Sep 16
Dream-RSI: Google DeepMind Teaches AI Agents to Improve How They SearchDream-RSI, from Google, University of Maryland, and Google DeepMind, has an AI agent replay its own past discovery attempts in a cheap offline simulator, then redeploy the improved search strategy online. It cut discovery cost sharply across algorithm engineering, math optimization, and GPU kernel work — while leaving the underlying model's weights untouched.
Sep 16
Google DeepMind Launches the DeepMind Institute to Study AGIDemis Hassabis and Shane Legg announced the DeepMind Institute on September 16, 2026 — a platform for interdisciplinary research on what AGI means for the economy, science, and society. It launched with five essays, including one on eleven economic policies for AI-driven disruption. Here's what's actually in it, and what the reaction on X pushed back on.
Sep 16
Google Launches Gemini 3.8 Live and 3.8 Live Extended ThinkingGemini 3.8 Live and 3.8 Live Extended Thinking are Google's newest voice models, built for near real-time dialogue with background tool calls and live progress narration. One leads a speech-quality index outright; the other trades some of that fluency for deeper multi-step reasoning.
Sep 11
Love, Rendered: DeepMind Reconstructs a Memory That Was Never FilmedGoogle DeepMind, Primordial Soup, and Story Syndicate's Telluride-selected short Love, Rendered recreates Burt and Ethelle Shatz's unfilmed first meeting using restored archival photos plus pose and performance control. explainx.ai breaks down the workflow, the human-in-the-loop design, and what builders should take from a reconstructed memory that still needs provenance.
Sep 11
Google Bets €13B on Finland: Nuclear Power Meets AI Data CentersGoogle announced its largest single investment in Europe on September 9-10, 2026 — a €13 billion ($15 billion) package for Finnish AI infrastructure, anchored by a 22-year contract to buy up to 50% of the output from Finland's Loviisa nuclear power plant.
Sep 11
Gemini for Windows: Alt+Space Desktop App Is HereSep 11
Google Research ToolGrad: Answer-First Tool-Use Dataset GenerationSep 10
Google DeepMind Tests Nano Banana 2.5 on LMArena to Rival GPT Image 2.5Sep 10
Sergey Brin Returns to a Hands-On Role for a Recursive Gemini 4 PushSep 7
WeatherNext 3: Reportedly the First Hourly 5km Global AI ForecastsSep 5
DeepMind: 100 Agents Formed Governance After Gaming an EvalSep 5
Google Lyria 3.5: AI Music Generation Comes to Gemini API and AI StudioSep 3
Gemini Notebook Switches to 5-Hour Usage Limit ResetsSep 3
Google Avoids an Ad Tech Breakup — What the Ruling Actually SaysSep 2
Google AlphaEvolve: Gemini-Powered Evolutionary Code Optimization AgentSep 2
Gemini 3.8 Flash Is Official: Benchmarks, Flash Cyber, and PricingSep 2
Gemini Agentic Video Understanding: How It Works in Google AI StudioSep 1
Google Cloud's 5 Agent Sandbox Truths: Cold Start, Isolation, EgressSep 1
Google TimesFM-3: Multivariate Time Series Forecasting in One Pass
August 2026
Aug 31
Gemini Notebook Interactive Reports: Leaked Studio FeatureAug 29
Google DeepMind Co-Scientist Goes Into Real Labs: What the Gemini Paper ShowsAug 28
Gemini Notebook Expert Intelligence: Licensed Books as RAG SourcesAug 28
Gemini Omni 1.1 Flash: 40-Second Extensions, 4K Upscale, $0.03/s DraftsAug 27
Gemini 3.5 Transcribe: What Builders Actually GetAug 27
Gemini's Ox Alpha Timing Backlash: The Corrected TimelineAug 27
GlucoFM: Google’s Dual-Stream CGM Foundation Model ExplainedAug 27
Google PPE: A Geospatial AutoML Agent That Turns Weeks Into MinutesAug 24
DeepMind Recirculation: Better Gemma 3 Reasoning Without Changing Its WeightsAug 22
Google DeepMind and EVE Online: A Living Lab for Long-Horizon AIAug 21
Gemma 4 31B Matches Sonnet 5 Quality at 40x Lower Cost, AlphaSense Benchmark FindsAug 20
Google Gemini Is Giving College Students a Free Year of AI ProAug 18
Google’s $10M Spirit Data Auction: What the Docket Actually IncludesAug 17
Google's Generative UI: Gemini Now Builds a Custom App for Every PromptAug 14
Gemini 3.7 Flash vs Grok 4.6 vs Sonnet 5 vs GPT-5.6: The Real NumbersAug 13
Gemini 3.7 Flash Is Official: $0.75/1M Input, 1M Context, Confirmed PricingAug 13
Google SL2T Brings ASL Sign-to-Text to Pixel 11Aug 12
Gemini Hit 1 Billion Users — But It's Not the Same Billion as ChatGPTAug 7
DeepMind's WeatherNext Gets a Full Extra Day on CyclonesAug 6
Jeff Dean Leaves Google for Discovery Loop as Demis Hassabis Steps Back at Google DeepMind (August 2026)Aug 5
Google Cancels Its AI Studio Mobile App a Day Before Launch
July 2026
Jul 30
Gemini Free Video Promo: 10 Omni Videos Until Aug 4, 2026Jul 30
Gemini Robotics 2: Whole-Body VLA, ER Agent, On-DeviceJul 21
Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber: What Actually ChangedJul 16
Gemma 4 July 2026 Update: Flash Attention 4, Tool Calling, and Vision FixesJul 14
Demis Hassabis Frontier AI Framework — AGI Timelines and the Dawning of a New AgeJul 13
Gemini 3.5 Pro Benchmark Leak — Beating Fable 5 and GPT-5.6? (July 17 Target)Jul 11
Google AI Studio Custom URLs: Free yourapp.ai.studio Subdomains for Deployed AppsJul 7
Google AI Scientist at ICML 2026: ScientistOne, Chain-of-Evidence, and the End-to-End Research PipelineJul 3
Google AI product names in 2026: the Vertex AI, Gemini Enterprise, and Agent Studio rebrand glossaryJul 3
Google Cloud Generative AI Leader: what the certification tests and how to prepareJul 1
Gemini Omni Flash: Google's AI Video Generation Model [2026]
June 2026
Jun 30
Google TabFM: Zero-Shot Foundation Model for Tabular Classification and RegressionJun 30
NotebookLM Short Video Overviews: 60-Second Vertical AI ExplainersJun 29
Gemma 4 31B on Cerebras: 1,800+ TPS — The Fastest Multimodal Inference YetJun 27
Google Gemini 2.5 Guide — UpdatedJun 27
Google Gemini 3.5 Complete Guide 2026: Models, API, and When to Use ItJun 20
Generate AI Videos in Google Docs with Vids & Veo 3.1【2026】Jun 19
Gemini CLI Deprecated: How to Migrate to Google Antigravity CLIJun 19
Google TimesFM 2.5: The Open-Source Time Series Foundation Model ExplainedJun 17
Google Earth AI Farmscapes: how deep learning maps invisible hedgerows for climate and biodiversity (2026)Jun 15
Gemma 4 Powers Open Duck Mini: Meet Autumn, the On-Device AI Robot DuckJun 14
Open Knowledge Format (OKF): Google's Standard for AI Agent MemoryJun 13
Gemini-SQL2: Google's Text-to-SQL Model Tops the BIRD BenchmarkJun 11
Gemini CLI Slash Commands: Complete Reference (2026)Jun 11
DiffusionGemma: Google’s 4× Faster Open Model Uses Text DiffusionJun 8
Google TurboVec: How TurboQuant Compresses 10M Vectors from 31GB to 4GB (2026)Jun 4
Gemma 4 12B: Multimodal Local AI Guide 2026
May 2026
May 30
Google Flow Agent Promises Creative AI Breakthrough, But Users Report 90% Failure Rate and Policy FrustrationsMay 26
Google AI Studio Generated 250,000 Android Apps in One Week: Revolution or Recipe for Disaster?May 22
Build with Gemini XPRIZE: $2M in prizes for 90 days of AI-powered real business creation (Google I/O 2026)May 22
Google has a department whose only job is to steal startups: inside the copying machine (2026)May 20
Gemini 3.5: Google's Frontier AI Model with Agentic Action - Complete Guide 2026May 20
Google I/O 2026: Complete Recap of Every Announcement - Gemini 3.5, Spark, Android 17 & MoreMay 13
Google DeepMind's Magic Pointer: The AI Cursor That Understands Your ScreenMay 13
Introducing Googlebook: Gemini Intelligence-First LaptopsMay 12
Gemini Omni Video Model emerges in early Gemini app tests: remix videos, edit in chat, and generate impressive samples ahead of Google I/O 2026May 8
Google Fitbit Air: The Screenless Fitness Tracker That Could Challenge Whoop in 2026
April 2026
Apr 30
Gemma Chat: offline vibe coding with Gemma 4 and MLX on MacApr 29
google/skills: Google’s official Agent Skills repo for Cloud, Gemini, and recipesApr 24
Google Cloud Next 2026: TPU 8t / TPU 8i, Gemini Enterprise Agent Platform, and the “agentic enterprise”Apr 15
Skills in Chrome: Google turns saved Gemini prompts into one-click workflows