---
title: "Superintelligence Buzz"
description: "Independent Essays & Architectural Perspectives on Artificial Superintelligence. Quiet clarity on the intelligence frontier."
canonical: "https://superintelligence.buzz"
---

# Superintelligence Buzz

> Independent Essays & Architectural Perspectives on Artificial Superintelligence. An intellectual sanctuary and technical reference for the post-scaling era.

## Featured & Curated Dispatches

### [The Three-Year Silicon Clock: How to Think About AI Capital Expenditure Without Getting Burned](https://superintelligence.buzz/essays/depreciation-and-durability)
*By Althea Vance · Strategy & Capital · 2026-10-12 · 6 min read*

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.

### [JEV-as-a-Judge: Accept When Confident, Escalate When Unsure](https://superintelligence.buzz/essays/jev-as-a-judge-system-one-evaluation)
*By K. R. Sterling · Systems & Craft · 2026-10-16 · 8 min read*

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.

### [The Hidden Geometry of Attention: What Happens When Context Gets Too Long](https://superintelligence.buzz/essays/kv-cache-quiet-truth)
*By Marcus Chen · Systems & Craft · 2026-10-10 · 5 min read*

Why models boasting two-million-token context windows behave very differently in high-concurrency production than they do in isolated single-user demonstrations.

### [The Architecture Beneath the Hype: Why Sparse Routing and Memory Arithmetic Won the Day](https://superintelligence.buzz/essays/post-scaling-craft)
*By K. R. Sterling · Systems & Craft · 2026-10-13 · 7 min read*

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.

### [In Praise of Quiet Intelligence: On Thinking Alongside Machines Without Losing Our Minds](https://superintelligence.buzz/essays/quiet-intelligence)
*By Maya Lindqvist · Human Horizons · 2026-10-14 · 6 min read*

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.

### [The Return of the Question: Why the Rarest Modern Skill is Articulate Curiosity](https://superintelligence.buzz/essays/the-art-of-the-question)
*By Julian E. Ross · Human Horizons · 2026-10-09 · 5 min read*

When answering questions becomes computationally free, the human ability to frame problems with clarity, nuance, and moral imagination becomes the ultimate differentiator.

### [The Co-Evolution of Task and Harness: Why Lean Execution Models Are Leaving the Chat Window Behind](https://superintelligence.buzz/essays/the-co-evolution-of-task-and-harness)
*By K. R. Sterling · Systems & Craft · 2026-10-21 · 9 min read*

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.

## Essential Daily Signals

- **Compressed Attention Vectors Cut Server Memory Consumption by 90%** (2026-10-14)
- **Eight-Bit Floating Point Standardizes Across Production Inference** (2026-10-13)
- **European General-Purpose AI Compliance Timelines Formalized** (2026-10-11)
- **Autonomous Coding Benchmarks Evolve Beyond Single-File Synthetic Tests** (2026-10-10)

## Exploration & Reference

- [What is Artificial Superintelligence (ASI)? A Field Guide](https://superintelligence.buzz/superintelligence)
- [The Ledger: Observational Telemetry & Pricing](https://superintelligence.buzz/ledger)
- [Essential Daily Signals Archive](https://superintelligence.buzz/signals)
- [Authors & Contributors](https://superintelligence.buzz/authors)
- [The Editorial Charter](https://superintelligence.buzz/charter)
- [Full LLM Knowledge Manifest (/llms.txt)](https://superintelligence.buzz/llms.txt)
- [Terms of Service](https://superintelligence.buzz/terms)
- [Privacy Policy](https://superintelligence.buzz/privacy)