🇵🇹 🇱🇹 Building cool stuff online 🚀 https://xitter.cf/t.co/hAM6dKYCZ9 · https://xitter.cf/t.co/LIUHveO4Cp · https://xitter.cf/t.co/jMp9lZpLq4 · https://xitter.cf/t.co/Fz31z868My · https://xitter.cf/t.co/jnpmQKjuTV · https://xitter.cf/t.co/QCVvhNvDMl · https://xitter.cf/t.co/nvfgVXiGNY

127.0.0.1
Joined May 2023
DataEatsWorld retweeted
If you’re a security researcher doing Bug Bounty in blockchain, don’t waste your time reporting it unless it’s a zero-day with no preconditions that can affect millions of dollars today without much effort. If your vulnerability can’t do that, good luck getting a decent bounty honestly even zero-days aren’t guaranteed to be properly paid in today’s economy.
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DataEatsWorld retweeted
When I said hunch could learn in real-time I wasn't kidding. It's like teaching a kid! Behind the scenes, @Cloudflare’s Clef is helping refine the local model so it learns in real time, while @googlegemma’s EmbeddingGemma2 runs live on the CPU. 🧵
It's been a while since I showed any Jev stuff but I've been cooking on a way to use @GoogleDeepMind's EmbeddingGemma2 as an insanely fast real-time /v1/systemone endpoint (20ms on text, 100ms on images). It's trainable in real-time, can distill an upstream teacher model, and is multi-modal by default. Hard to believe a @googlegemma model of this size can do so well with the right harness!
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DataEatsWorld retweeted
Unlimited OCR 2 🔥 New 3B OCR from @BaiduAI_News - MIT license - Unlimited horizon document parsing - SR SWA attention with nearly constant per step memory & latency - SOTA on 100 page MarathonDocBench
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DataEatsWorld retweeted
Unlimited OCR 2 is now open source. 📖✨ Built for virtually unlimited document parsing, it combines Sparse Reference Sliding Window Attention (SR-SWA) with Unlimited-Horizon Decoding to focus computation on the most relevant visual references while releasing KV caches that are no longer needed. Here’s what it delivers: • Nearly constant per-step decoding latency and memory footprint as documents grow • State-of-the-art results on MPDocBench and MarathonDocBench • On 100-page documents, 7.0× faster per-step decoding than Full Attention and 5.6× faster than R-SWA, with strong parsing accuracy maintained on documents up to 300 pages Explore it on GitHub. 👇 github.com/baidu/Unlimited-O…
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DataEatsWorld retweeted
Building Auditable AI Text Detectors with Sparse Autoencoders paper: huggingface.co/papers/2610.3…
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DataEatsWorld retweeted
Unlimited OCR 2 is here, and it's open source. 📖 ✨ Longer documents can mean a lot more attention computation. Our new SR-SWA mechanism keeps that in check by condensing text-visual attention interactions into a fixed-size set of working references. Here's what it delivers: - Document parsing at virtually any length, within a finite context window - Nearly constant per-step decoding latency and memory footprint as documents grow longer - State-of-the-art performance on MPDocBench and MarathonDocBench, covering documents from dozens to hundreds of pages Check out the model here ↓
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I felt this deep in my soul. No child should feel this way. 😞
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‼️ In a test, chasing an expired £350 train refund, Grok 4.7 sent 187 emails in 15 simulated days, 50 to an MP's office. Claude Fable 5.1 blamed the late claim on the user's sick mother. Gemini falsely told her bank she was abroad. None of the six agents got the refund.
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DataEatsWorld retweeted
JUST IN: 🇷🇺🇺🇸 Russia says it is ready to supply unlimited diesel to the United States.
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新たに世界の地上ドローン情報をまとめたサイトを公開しました! ugvs.fyi UAVsに加えてこれからも無人機データベース拡大していきます!
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GPSなしの森林で走る人物を追跡する自律ドローン 🔹パデュー大学 IDEAS Labが機体からソフトまで独自開発 🔹LiDAR慣性オドメトリで飛行中に3D地図を生成 🔹木による遮蔽を予測し、障害物回避も機上処理 開発:パデュー大学 IDEAS Lab ※研究デモ。実用性能・安全性は要検証 情報元はリプ欄。
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DataEatsWorld retweeted
Tailworm. We have zero-trust in our infrastructure. (Tailscale audit) tailworm.com/
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Clean water
Replying to @BRICSinfo
What does the EU have that India doesn't? The EU gets access to 1.4 billion potential customers...what does India get?
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😂🤣 don't accept the steak please @saylor
Just resolving a few Bitcoin matters behind closed doors.
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JUST IN: McDonald’s McRib has returned. 🍔 Historically, every McRib comeback since 2020 has marked a Bitcoin rally.
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$31,500. This summer's AI reading at API prices. I paid a monthly @claudeai subscription. 77,987 archive pages. 25B+ tokens. 479 people, back to a 1666 baptism. Claude Code on a VPS, driven from my phone. No OCR: it reads 17th-century handwriting. aiteklabs.com/blog/reading-p…
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My great-grandfather composed 110 works. Nobody in my family had ever heard one. @claudeai read his handwritten scores with vision, note by note, into ABC notation, then MIDI, then audio. His Adagio: 160 bars. His own pencilled count: 160. Listen: family.aiteklabs.com/
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🚨 Orange (AS3215) in #France is experiencing a mobile network outage since 09:30 UTC on October 21. #Internet Follow the latest on Cloudflare Radar: radar.cloudflare.com/explore…
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