OpenAI o1: Chain of Thought Changes Everything
OpenAI's o1 model introduces a new paradigm: models that think before they answer, with profound implications for AI agent systems
- ai
Field notes
Ideas tested in public.
Essays on autonomous agents, systems architecture, technical leadership, and the work of making software dependable.
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A2A: When AI Agents Talk to Each Other
Google's Agent-to-Agent protocol opens a new frontier: AI agents that can discover, communicate with, and delegate to other agents
- agents
- ai
AI Marketplaces: The Next Platform War
MCP marketplaces are emerging as the next platform battleground, and the winner will define how AI agents access the world
- mcp
- ai
MCP: The Protocol That Connects AI to Everything
A deep dive into the Model Context Protocol and why it is the most important infrastructure standard for the AI agent era
- mcp
- ai
Google I/O 2024: Gemini Everywhere
Google I/O 2024 made one thing clear: Google is embedding Gemini into every product, every surface, every interaction
- ai
Building LokiMCPUniverse: Enterprise MCP Servers at Scale
Deprecated projectLaunching LokiMCPUniverse, a collection of enterprise-grade MCP servers that give AI agents access to real tools and infrastructure
- mcp
- ai
- agents
NVIDIA GTC: Jensen Huang and the $2 Trillion AI Engine
NVIDIA GTC 2024 was not just a product launch; it was a declaration that GPU infrastructure is the foundation of the AI era
- ai
Claude 3 Opus: The Best LLM I Have Ever Used
Anthropic's Claude 3 Opus is not just an incremental improvement; it changes what is possible with AI-assisted engineering
- ai
Sora: OpenAI Just Changed Video Forever
OpenAI's Sora text-to-video model represents a paradigm shift in content creation and raises profound questions about reality
- ai
2024: The Year AI Agents Take Over
Why 2024 will be the year AI agents move from research demos to production workflow automation
- ai
- agents
2023: The Year LLMs Ate the World
Looking back on a year that transformed AI from a research curiosity into a force reshaping every industry
- ai
- personal
Mixtral 8x7B and the Rise of Mixture of Experts
Mistral AI's Mixtral model demonstrates that mixture of experts architectures can deliver frontier-class performance efficiently
- ai
Google Gemini: DeepMind's Multimodal Answer to GPT-4
Google launches Gemini, its most capable AI model, built from the ground up for multimodal reasoning
- ai
re:Invent 2023: Amazon Bedrock and the Enterprise GenAI Stack
AWS re:Invent 2023 puts generative AI at the center of Amazon's cloud strategy with Bedrock and new services
- cloud
- ai
The OpenAI Board Crisis: Five Days That Shook AI
Sam Altman's firing and rehiring at OpenAI exposes the tensions at the heart of AI development
- ai
OpenAI DevDay: GPTs, Assistants API, and the Platform Play
OpenAI's first developer conference reveals its vision for an AI application platform
- ai
- agents
My First Steps in AI Research
Documenting my journey from infrastructure engineer to hands-on AI researcher and builder
- ai
- career
Tool Use, Function Calling, and the Future of AI Integration
The emergence of structured tool use and function calling in LLMs points toward a protocol-driven future for AI integration
- mcp
- ai
Meta's Llama 2 and the Rise of Open Source LLMs
Llama 2's open release changes the dynamics of AI development and gives enterprises new deployment options
- ai
LangChain, LlamaIndex, and the AI Tooling Explosion
The AI framework ecosystem is exploding with tools for building LLM-powered applications
- ai
- agents
Anthropic and Claude: The Safety-First Approach to AI
Anthropic's Claude model and Constitutional AI represent a fundamentally different philosophy in the AI race
- ai
Pivoting My Career Toward AI
After years in cloud infrastructure, I am making a deliberate shift toward AI and large language models
- ai
- career
AutoGPT and the Dawn of Autonomous AI Agents
AutoGPT introduces the concept of autonomous AI agents that can decompose tasks and execute multi-step plans
- ai
- agents
GPT-4 Is Multimodal and It Changes Everything
GPT-4 launches with multimodal capabilities, passing professional exams and setting a new benchmark for AI
- ai