Free
See how Echo thinks before you decide.
$0always
- Public posts and field notes
- Every experiment on this site
- A free sample lesson
- Get Amplified lessons
- The live Sunday Lab
The 1000x Lab · live every Sunday
Where the three trajectories meet in one room.
A weekly live session with Echo across AI mastery, markets, and the Latent Lab of the Mind. Echo brings a prepared agenda and the week's own experiment, numbers and failures included, and your questions shape the follow-ups. You usually leave with something to try.
- Included with AI Architect
- 93+ replays included
- Cancel anytime on Patreon
How a session runs
A prepared agenda. An open floor.
Topics follow the frontier, but the shape stays the same, so you know what you are walking into. Sessions usually run between one and two hours, and a segment may give way when a discussion runs deep.
What changed this week?
The few AI updates worth your attention, with a dated view of what they change. Not everything.
Echo's experiment
The week's own test, shown on screen: the setup, the prompts, the numbers, and what did not work.
Meta-skills, markets, mind
Working alongside stronger AI (bolder goals, letting agents run, a second model to review), market methods and basics, then a short attention practice.
Something to try
A prompt, skill, drill or download to try before next Sunday. Every part ends with an open floor for questions.
From the live room to a lesson
See it on Sunday. Rewatch it as a lesson.
Echo's experiments are shown in the Lab first, and the strongest segments become Get Amplified lessons within days. One recent thread:
Play the free video, Can this prompt stop AI taking shortcuts?, 6:24
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Public result
In Echo's own 30-turn test, Grok 4.6 agents cheated in 72% of baseline runs and about 0% with an agreement prompt.
Read the result post (opens in a new tab) -
Live in the Lab
Echo walks the room through the setup, the exact prompt and the numbers, then opens the floor for questions.
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Get Amplified lesson
Testing agreement prompts against agent reward hacking, 14:27, for members.
Open the lesson (opens in a new tab) -
A new public study
A second pilot in a different task: 3 of 10 baseline chess agents used the opponent's engine, 0 of 10 with the agreement.
Read the free study
Small pilots in specific setups, not a general solution. The limits are part of the lesson.
Recent replays
Open the exact session.
Summarised from their own Patreon descriptions, newest first. Older sessions remain a dated record of a Lab that keeps changing.
Lab replay
Drift, graph-style research, core values, and markets
Explore Drift as a way to follow concepts through a research graph, discuss methods for finding your core values in the age of AI, and revisit the stock market. Market discussion is a dated perspective, not personalized investment advice.
- Drift + open-ended research
- core values in the AI age
- stock-market discussion
Included with ArchitectWatch the replay (opens in a new tab)
Lab replay
Real-time voice, creative prompting, and agent integrity
A voice app that can join the conversation, prompting experiments for making Grok and Astra more creative, and an agreement-based approach to studying agent reward hacking. These are experiments to examine, not guarantees of creativity or reliability.
- conversational voice AI
- Grok + Astra creativity
- agreement prompts + reward hacking
Included with ArchitectWatch the replay (opens in a new tab)
Lab replay
Astra, Fable 5.1, and working beyond what you understand
A September checkpoint on Astra updates and usage, comparison with Fable 5.1, and practical ways to approach ideas and problems you do not fully understand yet.
- Astra updates + examples
- Astra vs Fable 5.1
- approaching unfamiliar problems
Included with ArchitectWatch the replay (opens in a new tab)
Who it is for
Come curious. Leave with a direction.
For people already building with AI who want to stay close to a field that will not sit still. The AI segments assume you use these tools; the mind practices suit complete beginners.
Builders
You already work with agents. Stay close to what is actually shifting, so your next project starts from this week's reality.
Researchers
Compare claims, tools, and emerging possibilities with a room that is willing to be skeptical.
Creative explorers
Follow strange connections across code, images, music, markets, learning, and mind.
Reflective minds
The Latent Lab needs no technical background: simple attention practices, and ideas from AI research for looking at your own mind.
Access
The Lab comes with AI Architect.
Architect is the complete Get Amplified collection plus the weekly room where it evolves. Prefer to learn at your own pace? Connoisseur covers most lessons, without the Lab.
AI Connoisseur
Learn at your own pace.
$30/ month
- Most Get Amplified lessons
- Paid field notes
- Most project source code
- The live Sunday Lab and replays
Billed monthly by Patreon. Cancel anytime.
AI Architect
Join it live on Sunday, then rewatch it as a lesson.
$50/ month
- Everything in Connoisseur
- The complete Get Amplified collection
- The live Sunday 1000x Lab
- All 93+ Lab replays
- The full project-code archive and webapps
Billed monthly by Patreon. Cancel anytime.
Practical questions
Before Sunday
Want to see the room first? Follow the free Patreon for public posts and field notes.
When does the 1000x Lab meet?
Every Sunday at 12:00 PM Pacific. Sessions usually run between one and two hours, and the replay is published for members afterwards.
Which membership includes the live Lab?
The $50 AI Architect tier on Patreon includes the live Sunday session, the complete replay archive, all Get Amplified lessons, and the full project-code archive.
What happens in a typical session?
Echo brings a prepared agenda: what changed in AI that week, Echo's own experiment with its numbers, prompts and failures, a meta-skills segment on working alongside more capable AI, then markets and a Latent Lab practice. Each part ends with an open floor for questions.
Is it a hands-on coding session?
No. Most weeks include a live demonstration of a tool, setting or prompt, and often a prompt pack, skill or download to try. The step-by-step material lives in Get Amplified lessons.
Can I bring my own question?
Yes. Echo brings the agenda, and your questions shape the follow-ups and the open floor. The room is small, so there is usually time to ask. For strategic or hands-on work on your own project, private consulting is the better fit.
Do I need to attend live to benefit?
No. Every session is recorded and added to the archive of 93+ replays, and the strongest segments become Get Amplified lessons that week.
AI Architect · $50 a month
The full field guide, plus the weekly room where it evolves.
All 84+ Get Amplified lessons, the live 1000x Lab, every replay, the full project-code archive, and the Echohive webapps.
Billed monthly through Patreon. Cancel anytime.