Working with Attention. It’s all we need

Bengaluru, India
1/🧵Was grinding some OSINT challenges late at night and had a stupid idea: what if two AI agents competed to geolocate a photo — and the loser gets eliminated? So I built it. Here's what happened. 🕵️‍♂️ #OSINT #AI #CTF #Geolocation
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Amey Muke retweeted
We're giving away a CONTROL Resonant custom wrapped NVIDIA GeForce RTX 5080 to celebrate its official release with #RTXON. To enter: 🟢 Share this post 🟢 Comment #RTXON T&Cs: nvda.ws/4z24Gcq
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RT @thsottiaux: You can now use your ChatGPT subscription directly in over 60 partners products. No little rules, you can just use all your…
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Today, we’re introducing Mercury Voice, a diffusion LLM specialized for agentic voice applications. Mercury Voice delivers 2x+ lower latency than models including GPT-6 Luna, Gemma 4 31B, and Claude Haiku 4.5, while beating them on a range of voice benchmarks. Enterprise customers interested in Mercury Voice can contact us at sales@inceptionlabs.ai to get access.
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Here at the @Alibaba_Qwen Run It Local - Developer Meetup Bengaluru at @anakinHQ !!! @neutr0n420 @Mrbbkills @knowShubhangi @nidhisinghattri
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Such a great event guys and a well built platform @failproofai and my guy @7613Perfect for the great insights on interpretability and Steering
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That's a wrap. Thank you to every builder who showed up and shipped, to @lossfunk for co-hosting with us, and to @typesafeai for jev, and to the whole team: @Chhhee10 @SiddarthAhhaaa @AisiriReflects @Unnati_twts @Niki_agi See you at the next one: befailproof.ai/events/
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🥈 Best Use Case, Team Steering (@7613Perfect @slyezil): Building a better classifier and guardrail with Jev and Failproof policies. 🥇Best Use Case, Jev'sKiss (@MahimaSats @aarat_b): built a jev-powered auditor for 100+ page chip datasheets, saving 100s of Millions of $ in process.
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Team Steering (@7613Perfect and @slyezil): Sentinel puts jev on every input and output of an abliterated Gemma 4, plus @failproofai policies against credential theft and fraud. Unguarded, jev flagged 3 of 12 answers. Guarded: 0 of 12, and all 9 legit tasks passed. They also built @failproofai dashboards to showcase the whole thing. Repo: github.com/perfect7613/senti…
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Yesterday @failproofai ran the jev Buildathon with @lossfunk 36 teams (60 builders) spent the afternoon steering AI agents from doing damage in payments, IT, legal and pharma with jev from @typesafeai and @failproofai policies and evals. Winners + selected submissions🧵🥁
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Introducing Forge, a pluggable, open-source pipeline that runs in CI to generate SDKs, CLIs, and documentation directly from API definitions. By shifting generation upstream into individual team repositories, Forge keeps developer tools continuously in sync. cfl.re/4jsqgSY #BirthdayWeek
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1/11 I built Stillwalk: a photo lab imagined for the Leonida strip. Drop a photo. Edit it. Wire it to another shot and fuse them. Then walk into the picture you made.
Introducing the Build with React Image Editor Challenge 🎮 Build an original GTA VI-inspired experience you’d love to see in the game, powered by React Image Editor. Here’s how to participate: → Build your GTA VI-inspired experience → Use React Image Editor as a core part of the project → Let users edit or customize at least one visual → Publish the source code in a public GitHub repo → Deploy the project → Submit it here: forms.gle/QxJSXeASJXJrW51y9 → Share your build using #BuiltWithImageEditor There is $1,000 up for grabs: → 1st place: $500 → 2nd place: $300 → 3rd place: $200 You have until September 24th at 23:59PM UTC to participate. Submissions will be judged on creativity, visual execution, use of React Image Editor, and overall experience. Standout projects will also be featured across Unlayer’s channels. GitHub: github.com/unlayer/react-ima… Build something you’d genuinely want to experience in GTA VI. Good luck, builders! 🏝️
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10/11 A walk starts only after you confirm. The server issues a token limited to one 45-second session. The browser also runs a countdown and disconnects when time is up. Leave early and it disconnects immediately.
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11/11 React + Vite for the studio. React Flow for the wall. Unlayer for editing. libfx for the director. Jev for pixels. Reactor for the walk. Make a still worth keeping. Then step inside. #BuiltWithImageEditor #Unlayer #TypeSafeAI #Jev
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@rauchg do take a look
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8/11 The wires do something. Connect two photos and Fuse combines them into an image-to-image request through @huggingface flux model. The result opens as a new editable still. Restyle works on one photo. Both bring the result back onto the wall.
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9/11 Then comes the walk, powered by @reactorworld. Stillwalk sends your finished image to LingBot World 2 through Reactor’s SDK and displays the live video stream. WASD moves. Arrow keys look. Your still becomes the starting point for a world you can explore.
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6/11 Drawing has two paths. The local brush paints strokes from points, color and brush settings. For pixel art, @typesafeai Jev answers 256 color questions: one for each cell of a 16×16 grid, choosing from a fixed palette. #TypeSafeAI #Jev
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7/11 Jev returns probabilities. Stillwalk keeps the most likely color for each cell and builds the bitmap in the browser. Scale it with smoothing off and every square stays crisp. Paint onto a white page or place the drawing on your selected photo.
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