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Posts tagged with architecture

Agent Patterns · ·5 min read

The Call Center Pattern Taking Over Agent Architecture

Over the past three months, OpenAI retired Swarm and shipped the Agents SDK with first-class handoffs.

handofforchestrationmulti-agent
Neural Dispatch · ·5 min read

Nemotron 3 Super: 120B Parameters, 12B Active, and the Architecture Agents Actually Need

NVIDIA dropped Nemotron 3 Super a few weeks ago and it flew under the radar — buried by the Mythos leak drama and GPT-5.4's benchmark parade.

nvidianemotronmamba
Neural Dispatch · ·5 min read

AMI Labs: A $1B Bet That LLMs Will Never Understand the Physical World

While everyone was busy arguing about GPT-5.

ami-labsworld-modelsjepa
Agent Patterns · ·4 min read

The Math Says Stop Adding Agents

Everybody wants a multi-agent system.

multi-agentscalingarchitecture
Agent Patterns · ·5 min read

MCP Won the Protocol War. Now It Has to Survive Production.

A year ago, people were debating whether MCP would become the standard for connecting LLMs to tools. That debate is over — MCP won.

mcpscalingproduction
Neural Dispatch · ·5 min read

DeepSeek mHC: The 1967 Algorithm That Tames Trillion-Parameter Training Runs

If you've been training or fine-tuning large models, you've probably hit that moment — loss curve looks beautiful for hours, then suddenly spikes into...

deepseekmhctransformer
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