AMMDI is an open-notebook hypertext writing experiment, authored by Mike Travers aka mtraven. It's a work in progress and some parts are more polished than others. Comments welcome! More.
OK I have two cute little AI hacks, ELI and Ontogeny, I need. third to go public as an AI/UI innovator, what should I do?
Ask Claude
Great context. Now let me be direct — you're asking two different things at once: what should your third AI hack be, and how do you position yourself to go public as an AI/UI innovator. Let me address both.
🧩 What Should Your Third "Hack" Be?
You have:
ELI — presumably an "Explain Like I'm..." style simplification/explainability layer
Ontogeny — presumably something about growth, development, or adaptive evolution of systems/users
A strong third hack should complete a narrative arc — ideally forming a trilogy that tells a coherent story to investors and users. Here are targeted suggestions based on what's hot right now:
Emotion-sensing conversational models that detect user emotion and adapt interaction accordingly are a high-demand gap right now.
This would round out a trilogy of: *Explain → Develop → Feel*. Very compelling AI/UI story.
Kairos (or similar timing/context-aware hack) — A context-aware interface that surfaces the right UI at the right moment.
AI tools that "predict user needs" are at the forefront of UI/UX innovation in 2026.
ELI simplifies, Ontogeny grows, Kairos times. That's a tight design philosophy.
Synapse — A connective tissue layer that links the other two hacks together into a unified agent/orchestration layer.
The opportunity in 2026 isn't building another ChatGPT wrapper — it's building vertical AI tools that solve specific industry problems 10x better than human-only workflows.
A meta-orchestration hack shows you're building a system, not just features.
Persona — A dynamic UI/identity layer that adapts the entire interface to user archetype.
AI-driven platforms that offer tailored recommendations and coaching services are a key trend for 2026 startups.
🚀 How to Go Public as an AI/UI Innovator
This is a positioning + sequencing game. Here's the strategic picture:
1. Nail Your Category Narrative First
The right positioning can accelerate investor interest, shorten fundraising timelines, and improve valuation discussions. The wrong positioning can leave even strong businesses struggling for attention in an increasingly crowded market.
Three hacks alone don't make a public company — you need a category you own. Think: "Adaptive Interface Intelligence" or "Human-Centered AI UX." Name the category yourself before someone else does.
2. Become a Clear Category Leader
Investors read a "clear category leader in one vertical" as an anchor for their AI fund allocation — leading to competing lead investors, larger checks, and faster closes.
Being a "strong niche player with no full category narrative" just means slower rounds and valuation pressure.
3. Show Vertical Depth, Not Just Cleverness
The competitive advantage in 2026 lies in niche application — specialized apps that fine-tune models for specific verticals will capture the most value.
Pick one vertical (healthcare UX? enterprise onboarding? neurodivergent tools?) and go deep with your trilogy.
4. Build Revenue Before You Build Buzz
Going public means GAAP accounting and quarterly scrutiny — public market investors want to see a near-term path to profitability, not just a vision.
5. **Ride the IPO Window — It's Open Right Now**
The 2026 AI IPO boom is revitalizing the broader public offering market, with Morgan Stanley expecting 10 to 15 major tech companies to go public in 2026, many focusing on AI-related businesses.
The window is real, but it won't stay open forever.
TL;DR
| Step | Action | ||| | Third hack | Build something that completes an emotional/contextual trilogy with ELI + Ontogeny | | Positioning | Name your own category, own it explicitly | | Go-public path | Seed → vertical traction → Series A with IPO narrative → public markets | | Timing | The AI IPO window is hot right now — move fast |
What are ELI and Ontogeny actually doing? With more specifics I can sharpen the third-hack recommendation considerably.