How fast is #gemma3 270M out of the box on a @raspberrypi.com 5? About 30 tok/s on CPU for the Q4_0 model using #ollama. Tried using #llamacpp, got about 32 tok/s. 🤯 Extremely promising for edge compute with no accelerator! Model is only ~250Mb on disk. Can't wait to fine-tune for my IoT projects 👨‍💻

🖼️ Imagen 4 is now Generally Available! To show how powerful the new ⚡fast⚡ model is, try out this movie-pictionary game. 📽️ Guess the movie using Imagen 4 Fast. Link is below ⬇️ Here are a couple of my faves.

This @anthropic.com paper is a super interesting read from both LLM system automation and the "model maths" PoVs. ✍️ Auto-generated prompts from traits 📊 Automated eval systems 💅 Model activations -> Persona Vectors 🧮 Vector subtraction -> steered output PDF: arxiv.org/pdf/2507.21509

🌏 APAC folks: I am running a Gemini CLI session this Wednesday.  I'll cover the basics as well as diving into some power features, so feel free to join whatever your experience with the tool or Gemini. ⌚ 9.30am IND 🇮🇳 / 12pm SIN 🇸🇬 / 1pm TOK 🇯🇵 / 3pm SYD 🇦🇺 rsvp.withgoogle.com/events/gemin...

#GoogleIOConnect India brought the energy 🇮🇳 From powerful demos to community stories, developers are shaping what’s next. What would you build with the tools shared at #GoogleIOConnect?

And that's it for #GoogleIOConnect! Thanks for having us, Bengaluru! And thanks for the stage selfie ✌️

Tune in to the #GoogleIOConnect India Keynote stream at 10am IST (Any Minute Now) Check out my hilarious keynote segment (and other fantastic announcements ofc) 🔗 youtu.be/is0n2n-x4WY

What should we add next to Gemini CLI’s MCP support? 1. 📚 Resources – fetch files, APIs, and DBs 2. 🧩 Prompts – reusable slash command templates 3. 🧠 Sampling – let servers trigger model calls 4. 🔐 OAuth – seamless authorization for private tools & data #GeminiCLI #Gemini #MCP

📣 We've just enabled LLMS.TXT on the Gemini API docs. On ai.google.dev just add /llms.txt to get model-friendly docs. MCP: 1️⃣ Use mcpdoc to add to your code agent 2️⃣ Build with the latest API and SDK best practices 👇 Or use in Gemini CLI with this extension 👇 Let me know if you hit any bugs/issues

Ngl, this random spam guy gets straight to the point.

13 hrs? That's a quick trip.

📣 Gemini CLI roadmap It has been so cool seeing everyone building with the Gemini CLI (60k ⭐s!), and sharing feedback (1k open issues 😬) To make things even more transparent the team has made the roadmap public. Take a look and tell us what you think: 🗺️ github.com/orgs/google-...

🎬 Generate videos with the Gemini CLI Add: 🧑‍💻 GenMedia MCP servers for Imagen, Veo & Chirp 📝 A GEMINI܂md file explaining your ✨ creative process ✨ And you too can take 🙀 Rusty the Cat on an adventure ⬇️ Full tutorial in the vid ⬇️

Crazy to see this cross 50k stars in *a week* Love this team.

📆 Automate system tasks by using the Gemini CLI in headless mode. Here I use it to automate pulling logs and writing an email 🔴 Gemini CLI pulls logs w/system commands 🟡 Summarise logs into a (hopefully) nice email 🟢 Save to disk in RFC2822 format 🔵 Pipe to sendmail ⚫ ??? 💰 Profit! 🔗 goo.gle/cli

Use 🔊 Chirp as an MCP server to add voice SFX to games & interactive apps in the 🖥️ Gemini CLI Gemini CLI: goo.gle/gemini-cli GenMedia MCP servers: github.com/GoogleCloudP...

🧑‍💻 📊 Generate a slide deck from your Git logs with the Gemini CLI! You'll need the awesome Google Slides MCP: github.com/matteoantoci... The rest is the Gemini CLI!

People asking for the final cat video shown in Gemini CLI teasers. @markm.cd coming in clutch as the master mind here. Take a peek

I am PUMPED to finally share what we’ve been working on: 🖥️ Introducing the Gemini CLI! It can code, sure, but with access to your system, files & MCP servers, it can: 👩‍🔬 Do research 💽 Organise your MP3s 🪾 Resolve rebases 🔬 Even strace that weird hung process Check it out: goo.gle/gemini-cli

Sneaking some time away with @yetch.studio's jigsaw puzzle. It's all edge pieces and it's gorgeous.

Using 'pls' instead of 'please' in my prompts, for the environment.

One thing I am loving about agent-powered coding is getting EVERYONE on the team involved. We are working on a hot new thing right now and we have VPs, PMs, directors, and everyone on the team sending PRs. With some clear system instructions checked into the project it's super effective.

Oh yeah sure I have no problem sharing my data with your... 👁️ 913 partners 👁️

Very cool seeing live AI chat in the wild! If you want to learn how to build something like this yourself, check out my Barista Bot guide: github.com/google-gemin... 👄 Open-ended user input 🏷️ Integrate with an ordering system / POS 🚶‍♀️ Human verification 🪄 ~AI magic~

It's here!

I am generally happy to have AI added in helpful places, particularly complex tools, but NOTEPAD??

If you've heard "Millenials use AI as search, Gen-z use it as a life coach" and were surprised - turns out that LLMs beat humans in emotional intelligence tests. Research from CH shows LLMs hit avg accuracy of 81% (c/w 56% human) and all were >1 s.d. above human mean www.nature.com/articles/s44...

According to 🌟the stars🌟 the month of Gemini starts on May 21, so uhh, happy birthday to my fellow Geminis ♊️ this year! (I am curious if this will put my algo in a strange new place)

The Gemini SDK is now (generally!) available in 2 new languages: Java and TypeScript. 1.0 out now: TS: www.npmjs.com/package/@goo... Java: central.sonatype.com/artifact/com... And for a bonus, Go's 1.6 release now supports the Live API for video and audio streaming: pkg.go.dev/google.golan...

I hate the word "conciseness", but is it even acceptable to say "concision"? like "maliciousness" seems clearly worse than "malice" but no-one says "concision" so it's use seems... weird?

Met a MechEng at GDG Perth's Build w/AI event last week making educational sims for pneumatic systems. I did a quick demo showing how Gemini can take a picture of a circuit and create an interactive system. Gemini 2.5 is crazy for edu demos. If you're building in edu pls share what you're making!

Now THIS is a data viz course! Skill up with @jerthorp.bsky.social using cool birding data and local exploration. I love this high-tech x offline crossover so much. (and thx @mmarmoset.bsky.social for the rec!) www.jerthorp.me/learning

Me when a stranger says Hi on public transport.

This channel is hypnotic.

🎖️🎖️🎖️Huuuge congrats to the winners (and special mentions) of our @kaggle.com GenAI course's capstone competition. These are SO impressive, if you learned even a tiny bit from the course then my heart is full ❤️❤️❤️ www.kaggle.com/competitions...

Why add layers when you can buy new keyboards?

🤯 What if algorithms like PCA, K-Means, SimCLR, and CLIP shared a common connection? Discover the I-Con framework, a groundbreaking "Periodic Table" for Machine Learning. 🎥 Short video explainer: www.youtube.com/shorts/MUM7O... 📝 Full paper: mhamilton.net/icon

Check out the "Gemini 95" starter app in AI Studio. Completely vibe coded with Gemini and full of nostalgia 👴👵 aistudio.google.com/apps/bundled...

Want to build AI agents on an architecture you can trust? Consider Google's ADK for self-contained agents, and A2A to connect your agents using an open protocol. Find out more: 📝 Blog post: medium.com/google-cloud... ⚙️ Code sample: github.com/kweinmeister... 🎬 Video: www.youtube.com/watch?v=EB-g...

I think the snappily titled "gemma3:27b-it-qat" may be my new favorite local model - needs 22GB of RAM on my Mac (I'm running it via Ollama, Open WebUI and Tailscale so I can access it from my phone too) and so far it seems extremely capable simonwillison.net/2025/Apr/19/...

@maxime.bsky.social does really cool stuff with shaders @sassnow.ski is writing about collision detection @ishadeed.com does great posts about CSS @benjdd.com of course The inimitable (believe me I’m trying) ciechanow.ski

I cannot wait for 3.9 to EOL. Structural pattern matching and | Union types in the lowest supported version. Yes please.

The problem with most machine-based random number generators is that they’re not TRULY random, so if you need genuine randomness it is sometimes necessary to link your code to an external random process like a physical noise source or the current rate of US tariffs on a given country.

I love how Rainbolt genuinely loves Google Maps as a product. Street View turns 18 years old in May so it might not be a "cool new thing" but it's still pretty dear to me from my time on the API team, so it's heartening to see the joy he gets from chatting w/the team❤️ youtu.be/2T6pIJWKMcg

Finally finished 3D printing my Mario Party DnD dice set. D4, D6, D12, D10s and D20. Came out great IMO.

Thanks for joining us this week! To cap the week off I've put together some bonus content that shows how to use images, audio and video, including some experimental models and the Live API. Enjoy: www.kaggle.com/code/markish...

Day 4 Lab 2 of the @kaggle.com #GenAI course: Fine Tuning! Go beyond prompting to optimise Gemini for your own tasks at the 🥔 model level 🥔 www.kaggle.com/code/markish... You will: 📝 Try prompt engineering first 🪡 Then fine-tune Gemini 🧮 Evaluate & compare

Whew @kaggle.com DAY 4 is here and we're not slowing down! Lab #1 today is grounding w 🔎 Google Search 🔍 Whats better than BYO data w/RAG? Bringing the 🕸️ with Google. www.kaggle.com/code/markish... 🥧 Incorporate FRESH data ✒️ Show web citations for trustworthiness 🪄 Generate charts from Search

🧑‍💻 Time for Function Calling and Tools! In today's second @kaggle.com GenAI codelab for day 3 you'll connect Gemini directly to a database. 💬 Ask a question ♊ Gemini generates SQL 🔧 DB executes ❓ Question answered 📊 Even charts generated!

For Day 3 of the @kaggle.com #GenAI course we're covering 🕵️ Agents 🕵️ In the first lab today, build BaristaBot - a cafe system for taking orders from a human customer using @langchain.bsky.social LangGraph and Gemini! www.kaggle.com/code/markish...