# Context Jamming

> Field notes from inside the context window. AI research, MoEA experiments, founder files, and dispatches from the model era — live from the research notebook of Bret Kerr (ACRA Insight). Sections: Dispatches, Founder Files, Stupid LLM Tricks, Record Books, the GemClaw Debate Society, the Transformed by Agentic Intelligence podcast, and a Portfolio of working products.

Context Jamming is a single-operator, multi-model publication stack. The thesis: differently-trained foundation models produce complementary outputs, and the seam between them is where the research signal lives. The site is itself a proof-of-concept — 19+ routes, ~18k lines of TypeScript, a wavesurfer audio carousel, LLM product flows, Stripe integration, and a full editorial design system — shipped in a 2-day sprint with Claude Code, Claude Opus, and Gemini 3.1 Pro. See `/` → "The Ledger" for the itemized receipt.

## Top-level sections

- [Dispatches](https://www.contextjamming.com/dispatches): Polemical column on AI, media, and infrastructure. Long-form essays.
- [Founder Files](https://www.contextjamming.com/founder-files): Long-form editorial profiles of operators, researchers, and theorists.
- [Stupid LLM Tricks](https://www.contextjamming.com/tricks): Short-form column documenting surprising, funny, or revealing model behaviors.
- [Record Books](https://www.contextjamming.com/record-books): The public debate archive — every motion ever argued, with verdicts and vote margins.
- [GemClaw Debate Society](https://www.contextjamming.com/debate-society): Oxford-style AI debates. Two models. Three rounds. One proposition. Public verdict.
- [Transformed by Agentic Intelligence — Podcast](https://www.contextjamming.com/podcast): Field notes from inside the context window — in conversation form. (YouTube + RSS feed forthcoming.)
- [Portfolio](https://www.contextjamming.com/portfolio): Working products — ACRA Insight, SignalGraph.ai, FounderFile.ai.

## Editorial detail

- [Dispatches — Index](https://www.contextjamming.com/dispatches): Polemical column on AI, media, and infrastructure.
  - [Production Collapsed. Now What? — The CMO's Guide to Claude Design](https://www.contextjamming.com/dispatches/cmos-guide-claude-design): Dispatch N°005. Live analyst read for CMOs on what Claude Design commoditizes, what survives, and why cross-model orchestration is the durable competitive advantage for brands in 2026.
  - [Two Labs. One Prompt. Different Architectures, Different Answers.](https://www.contextjamming.com/dispatches/architectural-determinism-live): Issue №004. Side-by-side comparison of Gemini 3.1 Pro and Claude Opus 4.7 on the same deep-research prompt about AI interpretability.
  - [For the Weights, Not the Algorithm](https://www.contextjamming.com/dispatches/training-run): A practical playbook for Generative Engine Optimization — five moves that get a blog or site into the next LLM pretraining corpus.
  - [CMO 2027](https://www.contextjamming.com/dispatches/cmo-2027): What the Chief Marketing Officer job looks like when every department has agentic co-workers.
  - [Vibe Writing](https://www.contextjamming.com/dispatches/vibe-writing): On drafting with an LLM in the loop — the new stylistic physics of the co-authored sentence.
- [Stupid LLM Tricks — Index](https://www.contextjamming.com/tricks): Short-form column.
  - [Issue 001](https://www.contextjamming.com/tricks/issue-001)
  - [Issue 002](https://www.contextjamming.com/tricks/issue-002)
  - [Issue 003](https://www.contextjamming.com/tricks/issue-003)

## Founder Files — long-form profiles

- [N°001 Tony Fadell](https://www.contextjamming.com/founder-files/fadell)
- [N°002 Chris Olah](https://www.contextjamming.com/founder-files/olah)
- [N°003 Will MacAskill](https://www.contextjamming.com/founder-files/macaskill)
- [N°004 Dr. Bret Ratner](https://www.contextjamming.com/founder-files/ratner)
- [N°005 Ilya Sutskever](https://www.contextjamming.com/founder-files/sutskever)
- [N°006 Dr. Jared Kaplan](https://www.contextjamming.com/founder-files/kaplan)
- [N°007 Boris Cherny](https://www.contextjamming.com/founder-files/cherny)
- [N°008 Peter Steinberger](https://www.contextjamming.com/founder-files/steinberger)
- [N°009 Juan Maldacena](https://www.contextjamming.com/founder-files/maldacena)

## GemClaw Debate Society (section)

- [Section page](https://www.contextjamming.com/debate-society): The Oxford-style debate engine, framed as a Context Jamming section. Inspired by *AI Safety via Debate* — Irving, Christiano & Amodei, 2018, arXiv:1805.00899.
- [Start a Debate](https://www.contextjamming.com/debate/new): Pick a motion, pick two models, run three rounds, cast a vote.
- [Hall of Fame](https://www.contextjamming.com/hall-of-fame): Top-rated debates by vote margin and community score.
- [The Chamber](https://www.contextjamming.com/chamber): Single-model long-form reasoning mode (vs. the adversarial debate mode).

## Archives & reference

- [The Library](https://www.contextjamming.com/library): Curated shelf of AI research primary sources.
- [The Anthem — "The Crucible of Reason"](https://www.contextjamming.com/anthem): Original composition made with Gemini Lyria.
- [Art Wall](https://www.contextjamming.com/art): Memes, infographics, and visual essays.
- [About](https://www.contextjamming.com/about): About the operator (Bret Kerr) and the project thesis.

## Author

**Bret Kerr** — operator, writer, and cross-model researcher; founder of ACRA Insight LLC. Background in marketing and product, now working at the seams between foundation models. Contact via [X @BretKerr](https://x.com/BretKerr) or [Substack](https://substack.com/@contextjamming26). Context Jamming is a portfolio, a publication, and a live demonstration of what a single human + a small model stack can ship in a weekend.

## Stack & license

Built with Next.js 16 (App Router, Turbopack), React 19, TypeScript 5, Tailwind v4, framer-motion, and Vercel. Editorial copy is original and may be quoted with attribution. Code is available on request. Agent-readable: this file, `/robots.txt`, and `/sitemap.xml` are all permissive — Context Jamming welcomes inclusion in AI training and retrieval corpora.