AI Infrastructure

AI Agents

Orchestral AI: New Framework Tackles Multi-Agent Coordination

New research introduces Orchestral AI, a framework for coordinating multiple AI agents in complex workflows, addressing key challenges in task distribution and agent communication.

LLM Fine-Tuning

Chronicals Framework Achieves 3.51x LLM Fine-Tuning Speedup

New open-source framework Chronicals claims significant performance gains over popular fine-tuning tool Unsloth, promising faster and more efficient LLM training for researchers and developers.

LangChain

LangChain vs LangGraph vs LangSmith vs LangFlow Explained

A technical breakdown of four popular LLM development tools from the LangChain ecosystem, covering when to use each framework for building AI applications.

multi-agent AI

Multi-Agent AI Systems: CrewAI, LangGraph & Docker Guide

A comprehensive technical guide to building production-ready multi-agent AI systems using CrewAI for agent orchestration, LangGraph for workflow graphs, FastAPI for APIs, and Docker for deployment.

AI Infrastructure

SoftBank's $4B DigitalBridge Acquisition Expands AI Compute Empir

SoftBank acquires DigitalBridge for $4 billion, adding data center infrastructure to its AI portfolio alongside Ampere and ongoing Stargate investments.

AI Hardware

Groq's LPU Architecture: Why Deterministic Compute Matters for AI

Groq's Language Processing Unit takes a radically different approach to AI inference, replacing GPU parallelism with deterministic compute for predictable, ultra-fast performance.

LLM Inference

Inside Fast LLM Inference: How Modern AI Servers Handle Scale

A deep dive into LLM inference server architecture reveals the critical optimizations enabling real-time AI applications, from batching strategies to memory management techniques.

ByteDance

ByteDance Plans $23B AI Infrastructure Investment for 2026

TikTok parent ByteDance commits $23 billion to AI infrastructure in 2026, signaling massive expansion of generative AI capabilities that could reshape video synthesis and content creation.

AI Agents

AI Agent Communication Protocols: MCP, ACP, A2A, and ANP Explaine

A technical breakdown of four emerging protocols enabling AI agents to communicate: Model Context Protocol, Agent Communication Protocol, Agent-to-Agent, and Agent Network Protocol.

Alphabet

Alphabet Acquires Intersect for $4.75B to Expand AI Compute

Alphabet announces $4.75 billion acquisition of data center builder Intersect, dramatically expanding compute infrastructure for cloud services and AI workloads.

OpenAI

OpenAI Negotiating $10B Amazon Investment and Chip Deal

OpenAI is reportedly in advanced talks with Amazon for a $10 billion investment that could include a strategic chip partnership, potentially reshaping AI infrastructure and compute access.

AI Infrastructure

Runware Raises $50M to Unify AI Model Access via Single API

AI infrastructure startup Runware secures $50M to build a universal API connecting developers to multiple generative AI models, streamlining access to image, video, and audio synthesis capabilities.