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 ...

Introducing Bit Chat: The Revolutionary Messaging App by Jack Dorsey

 

Introducing Bit Chat: The Revolutionary Messaging App by Jack Dorsey


In an era where internet connectivity is taken for granted, Jack Dorsey, co-founder of Twitter, has stepped forward with an innovative messaging solution that could redefine communication. Enter Bit Chat, a revolutionary Bluetooth-based messaging app that operates independently of the internet, phone numbers, or central servers. This article delves into the workings of Bit Chat, its significance, and what sets it apart in the crowded landscape of messaging applications.

What is Bit Chat?

Bit Chat is not your typical messaging application. Unlike mainstream options such as WhatsApp or Telegram that require mobile data, Wi-Fi, or centralized databases, Bit Chat utilizes Bluetooth technology to facilitate communication. This approach makes the app especially potent in situations where internet connectivity is weak or entirely unavailable.

How Does Bit Chat Work?

At the core of Bit Chat's functionality is Bluetooth Low Energy (BLE), which enables devices to create mesh networks. Here’s how it functions:

  • Connectivity: Devices within a range of about 30 to 100 meters can connect and send messages without relying on the internet.
  • Message Relay: As users move, their devices can relay messages to others beyond direct Bluetooth reach, effectively extending the network.
  • Decentralized Communication: Each device acts both as a sender and a relay node, enabling a vast communication web without the need for central servers or databases.

Encryption and Privacy

Privacy is of paramount importance in today’s digital age, and Bit Chat addresses this through:

  • End-to-End Encryption: All messages sent via Bit Chat are encrypted, ensuring that they cannot be intercepted or read by unauthorized parties.
  • Ephemeral Messages: By default, messages disappear after a short period, and notably, none of the data is stored in the cloud.
  • Anonymity: Users do not need to register with an email or phone number, which significantly reduces the risk of tracking and profiling by third parties.

Features of Bit Chat

Bit Chat is more than just a messaging platform; it includes various features that enhance user experience:

  • Group Chats: Known as "rooms," these can start with hashtags for easy discovery and can be password-protected for privacy.
  • Store and Forward: This feature temporarily saves messages and ensures they are delivered when users reconnect to the mesh network.

The Importance of Bit Chat

The significance of Bit Chat extends beyond its technical capabilities. Here are some pressing reasons why this app matters:

  • Maintaining Communication in Crisis: In regions experiencing internet blackouts or under heavy surveillance, Bit Chat can provide essential links between individuals, ensuring that they remain connected even when traditional means fail. This is reminiscent of the Bridgeify app, which gained prominence during the Hong Kong protests of 2019, when internet access was severely restricted.
  • Decentralization Advocacy: Bit Chat is part of Dorsey’s broader initiative to advocate for decentralized technology and reduce reliance on major tech corporations. This aligns with his previous projects, such as Blue Sky and Damos, all aimed at empowering users with more control.
  • Off-grid Communication: Bit Chat isn’t designed to replace popular messaging apps like WhatsApp or iMessage; rather, it offers a means for private communication that is entirely independent of tech giants.


Bit Chat emerges as a game-changing messaging app that transcends conventional communication barriers. Its Bluetooth-based architecture, commitment to privacy, and decentralized nature position it uniquely in the current technological landscape. As internet dependency continues to be scrutinized, especially in regions with unstable infrastructures or oppressive regimes, Bit Chat has the potential to open new pathways for secure, anonymous conversations.

In a world increasingly wary of surveillance and data privacy, Bit Chat provides a valuable alternative, emphasizing user autonomy and secure communication. If you’re intrigued by the convergence of technology and privacy, stay tuned for further developments around Bit Chat and consider exploring how such innovations may reshape your digital interactions.

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