The year of AI Agents
January 6th 2025 | Superintelligence Newsletter
Hey Superintelligence Fam! 👋
Happy New Year, Superintelligence Fam! 🎉✨ Welcome to 2025—a year brimming with possibilities and transformative advancements in artificial intelligence. Let’s dive into the innovations shaping the AI landscape this year!
Many major players in the tech world have hinted that 2025 will be the Year of AI Agents. From intelligent assistants to specialized task performers, AI agents are poised to revolutionize industries and redefine our interactions with technology.
AI agents are evolving beyond passive assistants into dynamic tools capable of reasoning, executing tasks, and even collaborating with humans seamlessly. As developers refine their capabilities, AI agents are becoming essential for coding, creative tasks, and complex decision-making.
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Microsoft's Large Action Model (LAM) : LAM transforms AI from passive language processing to active task execution, enabling intelligent agents to perform real-world actions.
DeepSeek-V3: A 671B-parameter MoE model activating 37B parameters per token via MLA and DeepSeekMoE. It introduces efficient auxiliary-loss-free load balancing and multi-token prediction during training. Trained on 14.8T tokens with SFT and RL stages, it rivals top closed-source models, surpassing open-source peers. Training required just 2.788M H800 GPU hours, achieving stable performance without loss spikes.
Large Concept Models: Moves beyond token-level processing with sentence-level semantic "concepts" using SONAR embeddings across 200 languages in text and speech. Variants (1.6B/7B) trained on 1.3T/7.7T tokens excel in generative tasks like summarization. Models explore autoregressive sentence prediction with MSE regression and diffusion-based approaches.
ModernBERT: A state-of-the-art encoder-only transformer for classification and retrieval tasks. Trained on 2T tokens with 8192 sequence length, it offers superior efficiency, speed, and memory use over BERT, optimized for practical deployment on common GPUs.
DeepSeek V3: Advanced open-source AI model with 685 billion parameters, outperforming leading competitors. Offers free chat without registration, demonstrating exceptional capabilities in mathematical reasoning and complex problem-solving tasks.
Bolt.diy: Open-source version of Bolt.new, partnered with StackBlitz. Allows developers to create AI-powered coding assistants and customize them for various programming tasks and environments.
SmolAgents: Lightweight library by Hugging Face for building intelligent agents. Simplifies AI development with pre-trained models, enabling creation of powerful agents with minimal code for various tasks.
Le Chat by Mistral: Multilingual conversational assistant by Mistral AI. Offers interaction with various Mistral models, including Large and Small versions, providing a pedagogical exploration of Mistral AI's technology.
Hands on with Bolt.diy and Deepseek V3 API. Learn how to set it up and build anything you want.
See 2025 AI trends as Martin Keen, help set some expectations for what in AI in 2025. Will Large Language Models (LLM) get bigger? Smaller? Both? What's in store of AI Agents?
Starting 2025, AI ethics discussions intensified globally. Parmy Olson's book "Supremacy: AI, ChatGPT and the Race That Will Change the World" won the 2024 FT and Schroders Business Book of the Year award, highlighting AI's ethical challenges. Legal experts predicted a surge in AI-related litigation for 2025, focusing on copyright, bias, and antitrust issues. Analyses of 2024 revealed AI's dual impact: driving economic growth and technological advancements, while raising concerns over surveillance, misinformation, and mental health. The European Union's AI Act, effective August 2024, continued to influence global AI governance debates.
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Stay curious, stay informed, and keep pushing the boundaries of what's possible!
Until Next Time!
Superintelligence Team.