
Google dominated I/O with Gemini 3.5 Flash, its fastest agentic model yet, plus Gemini Spark as a 24/7 personal agent. It also launched Gemini Omni for video generation, overhauled its search box, shipped Antigravity 2.0, and added Street View to Project Genie.
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Brian McCullough
Welcome to the Tech Brew Ride home for Wednesday, May 20, 2026. I'm Brian McCullough. Today, Google I O was Gemini 3.5
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Flash, its fastest agentic model yet, Gemini Spark as a 24. 7 personal agent.
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Another new model, Gemini Omni for video generation, an AI overhaul to the search box and Street View is coming to Project genie.
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Here's what you missed today in the world of tech.
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that's-o P P E L.com well, as promised, Google announced a ton of stuff
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at I O yesterday, and there's basically no way we can talk about everything that was announced. So here is everything I think matters.
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First up, Google rolled out Gemini 3.5
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flash, its quote strongest agentic encoding model yet for tackling long horizon agentic tasks
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in the Gemini app and searches AI
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mode quoting the Next Web Somewhere inside
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Google's campus, an AI agent recently built an operating system from scratch. Not a toy demo, not a sanitized benchmark exercise, but a full OS assembled by software agents spawning off to handle
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separate components before stitching everything together.
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That, at least, is what Google showed
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the world at I O 2026 on
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Monday, and it wants the demonstration to mark a turning point. The moment its AI stopped being a chatbot and started being a builder. The model behind the feed is Gemini 3.5 Flash, which Google is calling its strongest model yet for coding and autonomous AI agents.
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According to Corai Kavuciculo, DeepMind's chief technologist,
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Flash outperforms our latest Frontier Model 3.1 Pro on nearly all benchmarks, including coding, agentic tasks and multimodal reasoning.
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The company says the model is four
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times faster than competing frontier models and that an optimized version pushes that figure to 12 times faster with equivalent quality.
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Speed is the point when agentic AI systems run in production, they do not take turns. Multiple agents operate simultaneously on long running
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tasks, and latency becomes a bottleneck that
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compounds with every parallel process. Google has built Flash specifically for that
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environment, co developing it alongside Anti Gravity,
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the company's agentic development platform and ide. Flash can run autonomously for multiple hours,
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according to Google, pausing to request user input only when it reaches a decision
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point or permission boundary that requires human judgment. That design sits in deliberate tension. The model is built for independ, but
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it is also built to know when
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to stop and ask.
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Tulsi Doshi, Google's senior director and head
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of product for the Gemini model, outlined the broader architecture.
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A forthcoming 3.5 Pro model will serve as the orchestrator and planner while Flash handles the sub agent work.
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The division is instructive.
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Google is not building a single all powerful model, it is building a hierarchy of specialists with pro thinking and Flash
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doing partners are already testing the approach. Banks and fintechs are reportedly automating multi
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week workflows and data science teams are
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using Flash agents to surface insights that previously required manual investigation.
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Google has not disclosed specific client names
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or quantified results, so those claims remain difficult to independently verify the launch signals.
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A broader strategic pivot Google is no longer positioning its AI primarily as a conversational interface. Flash is the default model in the
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Gemini app and powers AI mode in search globally.
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It also underpins Gemini Spark, the new
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personal AI agent that runs around the clock on Google cloud infrastructure, handling tasks across Gmail, docs and more than 30 third party integrations.
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The timing matters. Vibe coding and AI assisted development have moved from novelty to production tooling in the span of a year, and every major lab is racing to claim the agentic layer.
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OpenAI, anthropic and a growing roster of
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startups are building competing agent frameworks. Google's bet is that raw speed, tight
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integration with its own cloud infrastructure and
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purpose built IDE will give Flash an
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edge that benchmarks alone cannot capture End quote.
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Agent is the name of the game
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right now, of course, and Google wants Gemini Spark to be your personal agent. Quoting Engadget Google has announced a 24.7personal
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AI agent called Gemini Spark at this year's IO Developer Conference.
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The company says Spark transforms Gemini from
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a standard AI assistant to an active partner that actually performs tasks for you.
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Spark is powered by Gemini 3.5 and
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is deeply integrated with Google Workspace apps including Gmail, Docs and Slides.
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You can teach it to perform various tasks, such as creating a list of critical deadlines in your Gmail and sending
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it to you, or writing up a
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summary of ongoing updates in lengthy email threads.
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It's also possible to set it to do recurring tasks like making it spot hidden fees and credit card bills every month.
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You can program it to to complete several interconnected tasks for complete workflows as well.
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For instance, you can ask Spark to look at meeting notes in your chats
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and emails and create polished reports in Google Docs, as well as draft an email that you can send along with that report. Gemini Spark is rolling out to testers
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shortly before making its way to Google AI Ultra Beta users in the US next week.
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Spark is completely opt in.
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It's up to you whether to turn it on and use it, and you
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can also choose which apps it can connect to.
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In addition to workspace apps, it will be able to link to Canva, OpenTable and Instacart right now, with more partner
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apps coming in the following weeks.
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Google will also release more features for the AI agent in the coming weeks,
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including being able to give it the
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ability to send texts and emails, and the ability to operate your browser.
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The company assures that Spark will ask you first before performing high stakes actions like spending money or sending emails.
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Google also says that it's bringing Spark to the Gemini desktop app this summer so that it can access files and
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perform tasks on your computer.
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Gemini Omni is a new multimodal model Google says can create anything from any input, starting with video generation.
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Quoting VentureBeat, Omni is the next chapter
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of the work that produced Nano Banana,
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the image generation and editing model Google shipped roughly a year ago.
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The first model in the family, Gemini Omni Flash accepts any combination of text, images, audio and video as images input and produces high quality output across the same modalities, all from a single model
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rather than a relay of specialized systems.
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Google says the model is natively multimodal
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from the ground up, which matters less as marketing company than as an architectural claim. A unified model can reason across modalities
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in the same forward pass, which generally
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translates into more coherent edits, fewer pipeline artifacts, and a far cleaner API surface for developers.
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OpenAI started this trend back in May
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2024 with the release of GPT4, its first natively Omni model also trained from the ground up to analyze and generate multiple different types of content, from text
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to code, imagery and audio. However, it did not support video generation and the model was eventually deprecated following reports of sycophancy and Even users demanding
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OpenAI retain it after developing parasocial relationships with it.
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Is Gemini Omni at risk of sparking
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a similarly devoted following? It remains to be seen.
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One big difference though, is that its headline interaction pattern is conversational video editing. Each instruction builds on the last and past directions persist across turns, so the video evolves coherently as the user iterates.
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Practical examples Google highlighted include changing the world inside a clip, reimagining an action
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or camera angle, refining techniques over multiple
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turns, and generating explainer style content from short prompts. Google also emphasizes improved physics, gravity, kinetic energy, fluid dynamics, which is the kind of detail that separates looks like AI video from looks like real footage. The first thing enterprise leaders should read
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carefully is the rollout plan.
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Omniflash is going live today inside the gemini app for US subscribers across AI, AI Pro and AI Ultra tiers, including
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the new $100 per month AI Ultra
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plan Google announced at the same event.
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Google says it will roll out to developers via Vertex AI APIs in the coming weeks.
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That gap is significant until the Vertex API is generally available. Omni is effectively a consumer and prosumer tool. Enterprise pilots beyond individual seat based experimentation should wait for the API, both because that's where Google's enterprise SLAs and data
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handling commitments live, and because production grade
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generative video without a programming interface is a non starter.
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Its pricing through the API per million
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tokens presumably will also determine its viability as an enterprise product outside of film, tv, entertainment and the arts productions.
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It's easy to default to marketing video as the use case, but but Omni's value proposition for enterprises is broader. If you think of it as a programmable video and media engine rather than
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a creative app, think of sales and marketing rapid generation of variant ads, localized creative and product demos with per asset
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agency cycles, internal communications, learning and development would mean explainer videos on boarding modules
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and policy walkthroughs produced by non specialists. Think of customer support and documentation, dynamic
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query conditioned visual explainers attached to help articles, product and engineering visualizations of simulations, UI walkthroughs and concept videos for spec reviews. Finally, think of field operations short situation specific instructional clips generated on demand for CIOs and CISOs. The most important section of Google's announcement is not the model card, it's the provenance and content safety work shipping alongside it. Every video generated by Omni carries Google's Synth ID digital watermark. Google is expanding C2PA content credentials across its generative tools and launching an AI content detection API on Agent platform that lets businesses identify AI generated content from
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both Google and other popular models. Partner integrations announced at the same event,
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including Shutterstock, Avid in Pro Tools, and at least one major newswire, indicate where
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the standard is going.
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off all plod devices
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all of this AI stuff is continuing to trickle down, cascade down to the main thing at Google. Google's Search BO on the Web Quoting the Times on Tuesday, Google said the AI shift had inspired it to overhaul the dimensions of its search box.
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For the first time since 2001, the
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box is getting bigger and more interactive so that people can ask even longer questions and upload photographs and videos into queries. In addition, people can ask follow up questions with a chatbot on Google's main search page.
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The company will also offer digital assistants, known as agents, to automate searches so
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that someone who might be apartment hunting can be notified of a new listing
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without opening a real estate site like Zillow.
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The search features will be powered by a new artificial intelligence model, Gemini 3.5 Flash.
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Google said the model had improved on creating software code and performing autonomous tasks, worked faster and was less expensive to
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run than comparable models. Sundar Pichai, Google's chief executive, said Gemini's speed and affordability made it possible to deliver it broadly, which will ultimately benefit Google. Richard Kramer, a financial analyst with Arete Research, said the changes were helping Google make more money from advertising. Last year, Google's ad clicks rose 6% and it charged 7% more for each click. The company's annual profit has more than
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doubled since 2022, to $132 billion.
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The open web is on its way out, Mr. Kramer said, referring to the
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way Internet traffic now often begins and ends with a visit to Google. Rather than visiting other sites with AI,
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Google is reducing everyone to raw data providers. Google's AI transformation predicting particularly stands out with search. In 2024, the company stopped fulfilling some queries with a list of websites and
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instead provided automatically generated responses called AI Overviews.
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Last year, it added a search tab
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called AI Mode, where people can ask multiple questions on the same subject as they would with a chatbot.
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Google said those features were being combined. Now, on searches that deliver AI overviews,
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people can ask follow up questions in AI mode, which Mr. Pichai called a revelation.
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Google is also bringing one of AI's biggest breakthroughs, software COD, to search. When people research complex topics like astrophysics, Gemini can build interactive graphics and simulations behind the scenes to provide a deeper
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answer than its previous listing of websites. End quote.
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And don't forget that agentic Coding itself,
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quoting TechCrunch at Google I O 2026,
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the company unveiled a new version of its agentic coding app app Google AntiGravity 2.0 with an updated desktop app, a CLI tool and an SDK for custom workflows.
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The company launched its Anti Gravity tool last year as a response to agentic coding software such as Cursor.
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The company said that with the new desktop app, users can orchestrate multiple agents and execute tasks simultaneously.
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Plus you can design custom sub agent
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workflows and schedule tasks that can automatically
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run in the background.
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The new app also easily lets you integrate projects with Google, AI Studio, Android and Firebase.
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A lot of this is powered by by the company's new Gemini 3.5 flash model, which was co developed using Anti Gravity, Google said.
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Google is also adding native voice command support to Anti Gravity just like it
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has added to multiple consumer products including Gmail and Docs. And it's launching a new Anti Gravity
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CLI command line interface tool for programmers who want to use a terminal for creating agents. Google is asking users who use the
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Gemini CLI tool to migrate to the new tool. What's more, Google is launching an Anti
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Gravity SDK for developers to build custom
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agents based on Google's coding tools. The company will allow Google Cloud customers to connect to Anti Gravity to build projects. It noted that it will release custom
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agent templates in AI Studio for enterprise users to get started. What's more, Google is launching an Anti Gravity SDK for developers to build custom agents based on Google's coding tool.
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The company will allow Google Cloud customers
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to connect to Anti Gravity to build projects.
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It noted that it will release custom
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agent templates in AI Studio for enterprise
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users to get started.
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One last one Google has also added Street View integration to Project Genie.
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Quoting Engadget Project Genie is rolling out today for all adult Google AI Ultra
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subscribers across the globe.
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Following its debut in the United States
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this January, the service is also getting a new Street View capability that can generate interactive landscapes based on real world locations found on Google Maps, starting with
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places in the U.S. project Genie is
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Google's AI powered system for creating explorable snow globe environments from written prompts with
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creations lasting 60 seconds at 720p and 24 frames per second. Users are able to create contained worlds
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in whatever style they'd like, complete with
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a character of their own description, and
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then move a camera around that space. The fresh Street View functionality allows users
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to base their AI worlds on location photos pulled from Google Maps, grounding their creations in a snapshot of reality.
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In a demo video shown at I O, Google turned the Golden Gate Bridge into an underwater scuba scene, for instance.
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Google plans to expand the Street View interaction to more real world locations over time.
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On the surface and in Google's ads, Project Genie looks like a cocoon world generator, producing perfect little video game bubbles
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out of vague written prompts.
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But that's not really what's happening here. Project Genie is not a game generator by any means, and it's silly to
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suggest so among a suite of technical differences.
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It ignores the expertise and precision required
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to create consistent, responsive and bespoke mechanisms
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in persistent and believable worlds, and belies the importance of narrative flow in interactive stor stories. Project GENIE is capable of generating a limited 3D environment with a controllable camera attached to an avatar.
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This is cool, but it is not game development.
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A couple of people have asked me
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why I've not been talking about Arsenal
Brian McCullough
in the last few weeks. Two reasons.
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Number one, I didn't want to bore people by talking about something they probably
Brian McCullough
don't care about over and over again.
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And believe me, I've been thinking about it over and over again. But I spared you.
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But also, I legit didn't want to jinx it.
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So yes, if you're not aware, Arsenal claimed their first league title in 22 years yesterday. It was a very, very good day between myself and my kids. I have not probably in my life scrolled social media so voraciously as I have over the last 24 hours. I literally we cannot get enough Arsenal winning the title Content Talk to you tomorrow.
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This episode dives deep into Google’s 2026 I/O keynote and the sweeping AI advances just announced. Host Brian McCullough and his co-host break down the headline releases—Gemini 3.5 Flash, Gemini Spark (the always-on AI agent), Gemini Omni (Google’s new multimodal “can do anything” model), a dramatic revamp of Google Search leveraging these models, updates to the agentic coding platform Anti Gravity, and creative tools like Project Genie. If you want a fast but thorough tour of what Google just unleashed—and what it means for the next AI chapter—this summary will get you there.
[02:10 – 05:25]
“The model is built for independ[ence], but it is also built to know when to stop and ask.” (03:54–03:56, Brian McCullough)
“Google is not building a single all powerful model, it is building a hierarchy of specialists...” (04:11, Brian McCullough)
“The moment its AI stopped being a chatbot and started being a builder.” (02:43, Brian McCullough)
[05:35 – 07:22]
“Google has announced a 24.7 personal AI agent called Gemini Spark at this year's IO Developer Conference.” (05:47, Tech Brew Co-host quoting Engadget)
“Transforms Gemini from a standard AI assistant to an active partner that actually performs tasks for you.” (05:54, Brian McCullough quoting Engadget)
[07:31 – 11:41]
“Can create anything from any input, starting with video generation.” (07:31, Brian McCullough)
“A unified model can reason across modalities in the same forward pass, which generally translates into more coherent edits, fewer pipeline artifacts, and a far cleaner API surface for developers.” (08:05–08:15, Tech Brew Co-host)
[13:21 – 15:36]
“For the first time since 2001, the box is getting bigger and more interactive … people can ask follow up questions with a chatbot on Google's main search page.” (13:36–13:51, Tech Brew Co-host)
“Google is reducing everyone to raw data providers.” (14:50, Brian McCullough attributing Richard Kramer of Arete Research)
[15:46 – 17:24]
“With the new desktop app, users can orchestrate multiple agents and execute tasks simultaneously.” (16:08, Brian McCullough)
[17:33 – 19:08]
“Project Genie is not a game generator … Project GENIE is capable of generating a limited 3D environment with a controllable camera attached to an avatar.” (18:40–19:08, Brian McCullough)
Turning Point for AI:
“The moment its AI stopped being a chatbot and started being a builder.” (02:43, Brian McCullough)
Speed Emphasis:
“Flash outperforms our latest Frontier Model 3.1 Pro on nearly all benchmarks, including coding, agentic tasks and multimodal reasoning.” (03:02, Brian McCullough quoting Corai Kavuciculo, DeepMind)
Agent Model Philosophy:
“Google is not building a single all powerful model, it is building a hierarchy of specialists ...” (04:11, Brian McCullough)
The New Search:
“For the first time since 2001, the box is getting bigger and more interactive so that people can ask even longer questions and upload photographs and videos into queries.” (13:36, Tech Brew Co-host)
Open Web's Future:
“The open web is on its way out, Mr. Kramer said, referring to the way Internet traffic now often begins and ends with a visit to Google.” (14:41–14:44, Brian McCullough attributing Richard Kramer)
Google’s 2026 I/O was a landmark for pushing agentic, always-on AI to the heart of consumer and enterprise tech. Gemini 3.5 Flash brings agent speed and autonomy; Spark acts as an AI task partner across apps and third-parties; Gemini Omni sets a new multimedia standard; and Search, the core of Google’s business, is now an interactive AI experience, not a list of links. Coding agents via Anti Gravity enter the mainstream, and creative possibilities expand with tools like Project Genie. Underlying it all: the shift from AI as a button-pushing assistant to AI as an initiator, orchestrator, and builder across the digital world.
(End of summary. All ads, non-content sections, and unrelated conversation have been omitted for clarity and flow.)