AiBrain Posts
Browse all articles covering artificial intelligence, AGI development, machine learning, and technology insights with practical perspectives.
-
DeepSeek V4: how to run 1.6 trillion parameters without burning the planet
Published: at 02:00 AMDeepSeek V4 shows how a 1.6 trillion parameter model can become more efficient by changing its architecture: MoE, hybrid attention, mHC, Muon, and FP4 reduce wasted compute instead of adding brute force.
-
DeepSeek V4: the lab drawing the blueprints for future LLMs
Published: at 02:00 AMDeepSeek V4 is the model I am waiting for most in 2026, not because of the benchmark race, but because of what its architectural choices reveal about how future LLMs may be built.
-
Comprehension Debt: ADRs as an Act of Technical Sovereignty
Published: at 02:00 AMA field report on how I am now untangling a multi-agent framework launched too quickly in the euphoria of vibe coding 2025, and why the right question is no longer simply "does it work?"
-
HyperAgents: An Exploration Machine, Not a Production Architecture
Published: at 02:00 AMA critical reading of the HyperAgents paper: why this self-modification approach is most useful as an exploration machine for discovering agent engineering patterns, rather than as a target production architecture.