The Rise of Tiny AI: Samsung's TRM Surpasses Billion-Parameter Models

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  The Rise of Tiny AI: Samsung's TRM Surpasses Billion-Parameter Models This week marked a profound shift in the AI landscape as unexpected developments unfolded across the tech sector, highlighting the remarkable advancements in artificial intelligence. Notably, Samsung's latest innovation, the Tiny Recursive Model (TRM), has astounded experts by decisively outperforming multi-billion parameter models like Gemini and DeepSeek. This article delves into the implications of this accomplishment, alongside other significant breakthroughs that are shaping the AI field today. The Tiny Recursive Model: A Game-Changer in AI Reasoning Samsung's research lab in Montreal has unveiled the **Tiny Recursive Model**, accommodating a mere *7 million parameters*. This model achieved impressive scores of **44.6%** and **8%** on the ARC AGI1 and ARC AGI2 tests, respectively. In stark contrast, its larger counterparts fell short, as DeepSeek's R1 garnered **15.8% and 1.3%**, while Gemini ...
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Bitchat: Messaging Without Internet — Jack Dorsey’s New Bluetooth App

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🔗 Bitchat: Messaging Without Internet — Jack Dorsey’s New Bluetooth App

By Gulam Sibtain | July 11, 2025


A new decentralized messaging app called Bitchat has hit beta testing—with a big twist


: it **works entirely offline**, over a Bluetooth mesh network, no internet needed. Co‑founder of Twitter (now X) Jack Dorsey built it to enable encrypted messaging even when cellular or Wi‑Fi is unavailable. 1

📶 How Does Bitchat Work?

  • Operates via **Bluetooth Low Energy (BLE) mesh**—messages hop through devices within ~300 m 2
  • No accounts, no phone numbers, no servers—**peer-to-peer and anonymous** 3
  • Includes **end-to-end encryption**, password-protected channels, timing obfuscation, “panic mode” wipe 4

📌 Why It Matters Today

  • Ideal for **emergencies, protests, or network disruptions**
  • Recent mesh apps gained popularity during protests—like FireChat in Hong Kong 5
  • Dorsey revealed he built Bitchat in a weekend using his AI coding tool **Goose**, highlighting rapid innovation 6

⚠️ Limitations to Keep in Mind

  • Range is limited—needs enough users close by
  • Still in **beta testing** (iOS TestFlight capped at 10,000 users) 7
  • Not meant to replace WhatsApp or Signal—but offers a valuable fallback 8

🚀 Want to Leverage Offline Messaging in Your Business or Project?

Whether you're building community networks, protest tools, or emergency apps, talk to us. We specialize in:

  • Decentralized app development
  • Secure, offline-first design
  • Strategy integration for privacy-focused tools
Visit HTech Global

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💬 What Do You Think?

Is offline messaging the future for protests, travel, or emergencies? Share your thoughts and use cases below!

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