In-depth essays, architectural analyses, and calm perspectives on artificial superintelligence (ASI), frontier inference mechanics, and compute economics. Zero hype, zero ads.https://superintelligence.buzz/https://superintelligence.buzz/essays/the-co-evolution-of-task-and-harness/https://superintelligence.buzz/essays/the-co-evolution-of-task-and-harness/For years, foundation models were optimized to produce pleasant conversational prose inside browser windows. The emergence of closed-loop self-scaffolding systems like Ornith-1.5 reveals a different trajectory: lean parameter footprints tuned directly for terminal harnesses, sparse tool use, and verifiable assertions.Wed, 21 Oct 2026 00:00:00 GMThttps://superintelligence.buzz/essays/jev-as-a-judge-system-one-evaluation/https://superintelligence.buzz/essays/jev-as-a-judge-system-one-evaluation/Routing every production evaluation through a heavyweight autoregressive model burns cluster budgets on redundant monologues. Here is how typed System One evaluators and confidence-routed cascades restore discipline to the inference critical path.Fri, 16 Oct 2026 00:00:00 GMThttps://superintelligence.buzz/essays/quiet-intelligence/https://superintelligence.buzz/essays/quiet-intelligence/Behind the hysterical headlines of existential doom and trillion-dollar venture hype lies a much quieter, more humane reality: tools that reward deep attention, clear questions, and honest craft.Wed, 14 Oct 2026 00:00:00 GMThttps://superintelligence.buzz/essays/post-scaling-craft/https://superintelligence.buzz/essays/post-scaling-craft/The era of throwing $100M compute clusters at monolithic dense models has hit an economic brick wall. Here is how modern Mixture-of-Experts and speculative decoding actually work under the hood.Tue, 13 Oct 2026 00:00:00 GMThttps://superintelligence.buzz/essays/depreciation-and-durability/https://superintelligence.buzz/essays/depreciation-and-durability/Venture debt and sovereign funds have poured hundreds of billions into hardware clusters. But when silicon depreciates on a 36-month half-life, the software layer must generate cash flow or face insolvency.Mon, 12 Oct 2026 00:00:00 GMThttps://superintelligence.buzz/essays/kv-cache-quiet-truth/https://superintelligence.buzz/essays/kv-cache-quiet-truth/Why models boasting two-million-token context windows behave very differently in high-concurrency production than they do in isolated single-user demonstrations.Sat, 10 Oct 2026 00:00:00 GMThttps://superintelligence.buzz/essays/the-art-of-the-question/https://superintelligence.buzz/essays/the-art-of-the-question/When answering questions becomes computationally free, the human ability to frame problems with clarity, nuance, and moral imagination becomes the ultimate differentiator.Fri, 09 Oct 2026 00:00:00 GMT