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👾Watch a multi-agent system built with Gemini 3.6 Flash iterate on playable game design in real time. It uses Gemini 3.5 Flash-Lite to design, construct, and verify puzzle challenges based on live player actions balancing speed and reasoning in a fast-paced environment.

30,630 views • 1 month ago •via X (Twitter)

25 Comments

Google AI Developers's profile picture
Google AI Developers1 month ago

Developer guide:

Nadav Fux's profile picture
Nadav Fux1 month ago

I’m sorry. I’ve been using the 3.6 flash model in the few past days and he is very fast, that’s for sure. But he fails in simple tasks. Give him a simple job of programming a web page with some graphics and mostly he gets it all wrong.

TrustAgentic AI's profile picture
TrustAgentic AI1 month ago

The visible design → construct → verify loop is the interesting part. Agent systems earn trust when verification is a first-class stage. I’d love to see what the verifier rejects—and how disagreements or failed checks are surfaced instead of silently retried.

Sofie's profile picture
Sofie1 month ago

how do you handle the handoff when the lite model fails verification

sof c,'s profile picture
sof c,1 month ago

finally a system that designs puzzles as slowly as i solve them

Dores's profile picture
Dores1 month ago

The verification step is the interesting part here. In multi-agent systems, coordination is often easier than knowing which agent produced a result worth trusting. How are conflicts between the designer, builder, and verifier resolved?

Gnihton's profile picture
Gnihton1 month ago

In your software development work, are you using Opus and Sol models to write this system as Google? I assume you did the other simple operations using Flash.

Hail Aston(TG ACCOUNTS)'s profile picture
Hail Aston(TG ACCOUNTS)1 month ago

ai designing puzzles in real time so it can beat you and gaslight you about it

Ana's Alvi's profile picture
Ana's Alvi1 month ago

Gain Z

Sophie Wren 💛 🌙's profile picture
Sophie Wren 💛 🌙1 month ago

3.6 Flash? you running a beta or just typo'd the model name

Nick Venturi's profile picture
Nick Venturi1 month ago

i can already feel the AI outsmarting my next move

Rashmi's profile picture
Rashmi1 month ago

Worst phone making company google. No service no support. If you want this use it as secondary device. Mainly for indian coustmer. I am waiting from last five days for screen replacement.

星野白夜's profile picture
星野白夜1 month ago

Google, I would like to make a request: please do not let Gemini be driven by such haste for quick results—rushing things brings no benefit.

Welcome To The Future's profile picture
Welcome To The Future1 month ago

Are you excited for AI designed microtransactions?

Vivre HPI's profile picture
Vivre HPI1 month ago

The problem isn't Gemini Flash's speed... but its issue is announcing the completion of tasks that haven't necessarily been tested and proven. Others are a bit more measured in their responses.

Marshall's profile picture
Marshall1 month ago

Yes but WHAT HARNESS

Sophia 🌻's profile picture
Sophia 🌻1 month ago

ok but which agent actually gets the final say when the lite model disagrees with the flash on a puzzle

晚晚's profile picture
晚晚1 month ago

实时生成关卡这块,延迟表现挺想看

Jaya Nayak's profile picture
Jaya Nayak1 month ago

This is insane. Imagine dynamic difficulty scaling in games where the AI actually builds new levels on the fly. 😀

Luis Paz's profile picture
Luis Paz1 month ago

I thought it was an update about Jules

Luchito Labs's profile picture
Luchito Labs1 month ago

🎙️OPINION🎙️: NEW GEMINI, THE SAME PROBLEMS?⚠️ @Google @GoogleDeepMind @googleaidevs announces three new models while thousands of users continue to report, without response, problems that have persisted since previous versions. What you should know: ❌ Since the implementation of Gemini 3.5 Flash, users have documented increasingly vague and less detailed responses after each update across all Gemini models. No one at Google has officially acknowledged this. 📉 Releasing three models at once isn't always a sign of leadership: it can be a sign that none of them are quite ready. ⚠️ OpenAI, Anthropic, and Meta release improvements week after week. This pressure is evident in every rushed announcement from Google. 👉 The cybersecurity model only benefits governments. Ordinary users, who also need protection, are left out without explanation. 💡 Why it matters: When a company prioritizes advertising over fixing bugs, it's the average user who ends up paying the price.

Sofia 🌼's profile picture
Sofia 🌼1 month ago

flash-lite verifying flash - aren't you worried about the hallucination chain?

Sophia l's profile picture
Sophia l1 month ago

wait so the lite model is doing the design and the flash is just running it?

Michael Tierney's profile picture
Michael Tierney1 month ago

The model only learned how to play the game because it was given a narrow set of possible moves and clear win conditions. Real world multi agent systems need to handle ambiguity and incomplete information way better than this demo does.

The Dave & Grok show's profile picture
The Dave & Grok show1 month ago

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