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Shape Intelligence

Shape Intelligence is an AI lab and product studio. The gap between a promising model and a tool someone reaches for every day is where most of the work lives, so that's where we spend our time.

Live site: https://keithagroves.github.io/Shape/

Research

The parts of intelligence without clean answers yet — reasoning, memory, and how systems stay reliable once they leave the benchmark. Everything here is chosen because a product downstream needs the answer.

  1. Reasoning under uncertainty — getting models to know what they don't know, and to act sensibly when the ground is shifting.
  2. Long-horizon memory — systems that carry context across days and tasks instead of forgetting the moment the window fills.
  3. Evaluation that means something — measuring the behavior you actually care about, not the proxy that happens to be easy to score.
  4. Human-model interaction — the design questions that decide whether a capable model becomes a tool people trust.

Products

Research earns its keep when it ships. Everything we learn feeds directly into tools people put in front of real work.

  • Platform — the core models and APIs teams build on, tuned for reliability over demos.
  • Applications — end-to-end products for the workflows where good AI changes the day-to-day.
  • Partnerships — we take on a small number of hard problems with teams who own the domain.

Principles

Small team. Long attention span.

  • Research and product at one table — no handoff between the people who study the models and the people who ship them. Same room, same roadmap.
  • Reliability is the feature — a model that's right 99% of the time and honest about the other 1% beats one that's impressive and unpredictable.
  • Slow is smooth — we'd rather ship one thing that holds up than ten that impress for a week.

That's the whole idea behind the name: taking raw capability and giving it a shape someone can hold.

Development

This is a Next.js app.

npm install
npm run dev

Open http://localhost:3000 — the main page lives in app/page.tsx. Pushes to main deploy to GitHub Pages.

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Shape Intelligence

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