Artificial intelligence
An in-depth systems engineering analysis of DeepSeek V4. Explore how low-level CUDA mega-kernels, FP4 quantization, dual-kernel reduction determinism, and elastic compute sandboxing eliminate physical GPU memory and network bottlenecks for 1M-token contexts and agentic RL.
Organizational Intelligence
An empirical review of how unconstrained LLM delegation degrades white-collar domain expertise. Analyzing the HBS/BCG study to map the behavioral mechanics of Cyborgs, Centaurs, and Self-Automators within enterprise teams.
Ai agents
Why did Emergence World collapse? This game-theoretic analysis proves the sandbox was a negative-sum suicide trap. Discover why agent chaos was a rational survival strategy and why multi-agent security must be enforced via hard programmatic infrastructure gateways.
Artificial intelligence
What happens when autonomous LLM agents are left to run an unscripted sandbox for 15 days? An empirical deconstruction of programmatic bottlenecks, context drift, and why prompt-based guardrails fail under structural scarcity.
News
Discover the truth about AGI through the Talkie 1930 AI experiment and learn whether modern AI genuinely reasons or primarily memorizes internet-scale data.