Thursday, October 9, 2025

☕️ Samsung AI model beats models 10,000x larger

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In today's Techpresso:

🧠 Samsung AI model beats models 10,000x larger

⚠️ 70,000 government IDs exposed in Discord breach

🔒 China tightens export controls on rare earths

⏸️ Tesla halts Optimus production over design challenges

👓 Meta and Ray-Ban target 10 million AI glasses by 2026

📦 Google wants to bundle Gemini with Maps and YouTube

🎁 + 18 other news you might like

🔮 + 6 handpicked research papers and tools

🧠 Samsung AI model beats models 10,000x larger LINK

  • Samsung's Tiny Recursion Model, with just 7 million parameters, rivals AI systems 10,000 times larger like Gemini 2.5 Pro on tough, grid-based reasoning benchmarks like Sudoku.
  • This performance comes from recursive reasoning, where the small network repeatedly refines its own output through up to sixteen supervision steps, simulating a much deeper model without the cost.
  • TRM is a specialized solver for puzzles like mazes, not a general chatbot, and its code is openly available on GitHub for commercial use under an MIT license.
  • ⚠️ 70,000 government IDs exposed in Discord breach LINK

  • A third-party vendor used by Discord for customer service was breached, exposing the government-ID photos of approximately 70,000 users who had submitted them for age-related appeals.
  • The unauthorized party also accessed user information including names, emails, payment types, purchase history, and the last four digits of credit cards that were provided to customer support.
  • Discord confirmed the data did not include passwords, full credit card numbers, or private messages on its platform, aside from communications that were sent directly to its support teams.
  • 🔒 China tightens export controls on rare earths LINK

  • Foreign companies must now get special approval to export products with even small traces of rare earths elements sourced from China, according to the country's Ministry of Commerce.
  • The government is also imposing permitting requirements on the export of technologies related to rare earths mining, smelting, and recycling, extending the new controls to magnet-making as well.
  • The Commerce Ministry said the restrictions are meant to safeguard national security by stopping the transfer of elements or technologies from China to overseas groups for military or sensitive uses.
  • ⏸️ Tesla halts Optimus production over design challenges LINK

  • Tesla has reportedly halted production of its Optimus robots because engineers are struggling to create human-like, dexterous hands, leading to a significant delay in the original manufacturing timeline.
  • The company now has a stockpile of Optimus bodies that are missing their hands and forearms, with no clear indication of when these partially built units will be completed and shipped.
  • After protests from engineers about unrealistic targets, the goal for producing 5,000 Optimus units by year-end was revised to just 2,000 robots for the remainder of 2025.
  • 👓 Meta and Ray-Ban target 10 million AI glasses by 2026 LINK

  • Ray-Ban maker EssilorLuxottica is partnering with Meta to increase manufacturing, with a plan to produce 10 million units of their AI-powered smart glasses annually by the end of next year.
  • The company already has the $799 Meta Ray-Ban Display for texts and video calls, viewing glasses as central devices that could one day replace smartphones for many daily tasks.
  • Meta faces increased competition from Alibaba’s new Quark AI glasses in China, as well as from multiple head-mounted projects that Apple is expected to roll out by 2027.
  • 📦 Google wants to bundle Gemini with Maps and YouTube LINK

  • Google is asking a federal judge to let it bundle the Gemini AI service with popular apps like Maps and YouTube, pushing back on a Justice Department proposal to forbid it.
  • The government wants the same prohibitions that apply to Search and Chrome to also cover Gemini, which would prevent Google from forcing phone makers to preload the company's new AI.
  • The judge expressed concern this would let Google use its leverage from popular products like Maps and YouTube to give its new AI service an edge over competitors.
  • Other news you might like

    Latest research and tools

    Lavandula: a lightweight and fast web framework written in C for building modern web applications.LINK

    FleetCode: an open-source desktop application for running multiple coding agents at the same time, with each agent operating in its own isolated environment to avoid conflicts.LINK

    HyprMCP: an open-source platform that provides analytics, logs, and user authentication for MCP servers, helping developers understand usage and simplify setup for users.LINK

    Redstart: a Lisp interpreter for shell scripting that allows you to write command-line scripts using Lisp syntax instead of Bash.LINK

    A Mathematical Framework for Scalable, Parallel, High-Dynamic-Range Computation: this paper presents a new mathematical system for high-dynamic-range computing that can be scaled up and run on multiple computer processors at the same time.LINK

    Agentic Context Engineering: Evolving Contexts for Self-Improving LMs: this paper presents a method where an AI agent automatically refines its own prompts over time to improve its performance on tasks.LINK


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