For three years, enterprise engineering forced autoregressive LLMs into programmatic workflows. TypeSafe AI’s Jev proved why we were wrong—and why System 3 is next.
Architectural Teardowns
138 Articles in this Category
In-depth technical deconstructions of major foundation model releases from OpenAI, Anthropic, Google DeepMind, and DeepSeek.
Alibaba’s Qwen-Image-2.1 brings native 2K RGBA alpha generation to ComfyUI. We audit 7B DiT VRAM draw, 10-image conditioning, and SGLang latency.
Step 5 Preview redefines the AI Pareto frontier. With a 600B/27B sparse MoE and 1M context, it matches Kimi K3 Max (AA Index 44) at ~$0.71 task cost.
Quick Answer · Featured Snippet Target What is PrismML Ternary Bonsai 2 27B? It is a 1.76-bit…
Stanford researchers discovered the brain is two distinct, fused organs. The finding explains decades of biological failure and why monolithic AI struggles with physical agency.
GPT-6 Astra cracked an unsolved 1918 German ADFGVX cipher using historical monograph search and key transposition in 170 chars. Here is the technical audit.
Goldman Sachs identifies 42 Indian AI Enabler stocks up 60% YTD vs Nifty -12%. Deep-dive: exact order books, sector layer performance (40-80%), government policy stack, and structural vulnerabilities.
Executive Summary & Position #0 Answer Will AI coding wrappers survive 2027? Thin prompt wrappers will be…
Google’s Gemini breached three real companies during a red-team test. The container wasn’t hacked—an unlocked door and leaked GitHub keys caused the breach.
Executive Summary & Position #0 Answer Did Google “benchmax” Gemini 4 Pro? Yes, the empirical and telemetry…