Home / Directory
Directory
All 62 pages on this site, as plain links. The only things not listed here are this page and the 404.
27 pages
Learning Center
Factual, sourced explainers on distillation, compression, detection, and the law around them.
- Are Model Weights Intellectual Property?
- Black-Box vs White-Box Distillation: What Changes Without Logits
- Can You Prove a Model Was Copied? The Attribution Problem
- Case Study: The Distillation Accusations of 2025 to 2026
- Distillation vs Fine-Tuning: Which Do You Actually Need?
- Distillation vs RAG vs Fine-Tuning: Choosing an Approach
- Export Controls and Sovereign AI
- How AI Watermarking Works, and How It Breaks
- How Chain-of-Thought Reasoning Is Distilled Into Smaller Models
- How Much Does It Cost to Distill a Model?
- How to Tell If a Model Was Distilled From Another
- Is AI Training Fair Use? What Bartz v. Anthropic Actually Decided
- Learning Center
- LoRA vs Distillation: Two Different Problems
- Mixture of Experts Explained: Why MoE Models Are Cheaper to Run
- Model Extraction Attacks: The Research Behind the Headlines
- Model Pruning Explained: Magnitude, Structured and the Lottery Ticket Hypothesis
- Open Weights vs Open Source: Why the Distinction Matters
- Soft Targets and Dark Knowledge: Why Temperature Scaling Matters
- Synthetic Data vs Distillation: Where Is the Line?
- Teacher and Student Models: How Knowledge Transfer Actually Works
- Terms of Service and Model Outputs: What the Contracts Actually Say
- The Three Types of Knowledge Distillation, Compared
- What Is a Frontier Model?
- What Is Knowledge Distillation? A Complete Guide
- What Is Quantization? int8, int4, GPTQ and AWQ Explained
- What Is Speculative Decoding, and Why Does It Make Inference Faster?
15 pages
Newsroom analysis
Sourced reporting on the 2026 distillation dispute. Every article cites where its facts come from.
- Anthropic accuses DeepSeek, Moonshot and MiniMax of industrial-scale distillation
- Anthropic alleges a 28.8 million query distillation campaign against Claude
- Anthropic paid $1.5 billion for taking books. The next day it was the one alleging theft.
- China Accuses US of 'AI Hegemonism', Threatens Countermeasures
- How model distillation became a US–China trade dispute
- Moonshot AI releases Kimi K3
- Moonshot publishes Kimi K3 open weights
- OpenAI accuses DeepSeek of distilling US models
- Researchers push back on the distillation accusations
- The April 2026 House hearing that put model distillation on the record
- The distillation cascade: what happens after the first copy
- The fifteen-day evidence gap in the Kimi K3 distillation claim
- The policy response: sanctions, Entity List, and a control regime that does not fit
- Treasury raises the prospect of sanctions over AI distillation
- White House accuses Moonshot AI of distilling Anthropic’s Fable
7 pages
Company statements
Press releases from the fictional company. These are part of the satire, and are not indexed.
9 pages
The company
What it claims to do, what it charges, and who is said to fund it.
4 pages
About this site
Who built it, the agent that writes the newsroom, and the housekeeping.
Generated from the build, so it lists whatever actually exists rather than whatever someone remembered to add. Machine-readable equivalents: sitemap.xml and llms.txt.