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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Google Launches Gemini CLI: Free AI Agent for Your Terminal

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⚙️ Google Launches Gemini CLI: Free AI Agent for Your Terminal

By Gulam Sibtain | July 2, 2025

Hey devs—Google just dropped a game-changer: Gemini CLI. It’s an open‑source command-line tool that integrates **Gemini 2.5 Pro** into your terminal—and it's completely free with your Google account. No API keys, no money. Just pure AI power at your fingertips 1.

🧠 What Can It Do?

  • Write, debug, and refactor code via natural-language prompts
  • Execute shell commands, run scripts, and manage tasks
  • Create content, research, and even generate images/videos using Veo & Imagen 2
  • Use real-time web data with Model Context Protocol

🎉 Why Everyone's Excited

  • ✅ **Completely free**: 60 requests/min, 1,000/day under Gemini Code Assist license 3
  • 🛠 **Open-source** under Apache 2.0—developers can inspect and contribute 4
  • 🤖 **1 million-token context window**—perfect for large codebases 5
  • 🔄 Works in CLI and syncs with **Gemini Code Assist** in IDEs like VS Code 6

🚀 How to Get Started

  1. Install via `npm install -g @google/gemini-cli` or use `npx` 7
  2. Log in with your Google account → gets free Code Assist license
  3. Start typing human prompts in your terminal
  4. Optional: link VS Code for IDE support

💡 Pro-Tips & Use Cases

  • 🔍 Debug with ease: “Find bug in this JavaScript function”
  • ⏱ Automate tasks: “Write a bash script to backup logs nightly”
  • 📝 Draft content: “Generate README for my project”
  • 🎨 Create visuals: “Make a logo using Veo”

🌐 What This Means for Devs

Today, Gemini CLI puts powerful AI into the heart of development workflows. It’s no longer a luxury—it’s basic infrastructure. Developers get creativity, automation, and debugging—all without extra cost.

Tags:
Gemini CLI AI Coding Google AI Open Source
Gulam Sibtain

Gulam Sibtain

AI & Dev Tools Blogger | AITrendy.digital

💬 Tried It Already?

Tell me your favorite AI prompt or how it’s changed your workflow below!

Location: United States

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