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The name

"Leika" Old Norse for Play is derived from our development environment where technological advancement accelerates from years to days. A rather handsome human uses automated research to gain understanding of the scope and depth of the subject matter, systems, core concepts and current working frontier then uses fast mass compute and driven automated play and advancement environments to develop, test and prove an MVP to advance the frontier until your product is testable.

What we are

A development group that takes a wish — "we need this to exist" — and returns a working system, a benchmark that proves it works, and the notes that let someone else use or monetize it.

We work where research and engineering overlap: Our system may not always be perfect but our environment uses a Human in the loop's unique context understanding and systems thinking to do vast knowledge work in minimal time.

Our open source scientific development documents may give insight into a functioning Technology development system. Please cite if you use the method outlined in the Documentation. Also contact before using it to initiate RSI as it has built in stall structures for human-independent ML development.

Make a wish

Copy this, fill it in, send it. Vague wishes are welcome; we'll develop the environment and give you a rescource estimate for it's development.

WISH        ______________________________________________
FOR WHOM    ______________________________________________
DONE MEANS  ______________________________________________
DEADLINE    ______________________________________________
BUDGET BAND ______________________________________________
WHAT WE'VE TRIED _________________________________________

Wishes we decline

No systems of opression

Open by default

Hugging Face is our bench, so our bench is public where it can be:

• Spaces — live demos of methods we use, so you can poke the thing before you buy the thing
• Models — adapters and small models we built because a client problem was also a general one
• Datasets — clean, documented, licensed, boring in the best way
• Write-ups — what worked, what didn't, and the ablations that made us change our minds

Anything client-confidential stays client-confidential. Everything else gets published and attributed to the financier if preffered.

Ways to work with us

| Wish sprint | | Build | | Resident |

Start

Open an issue in any repo here, or reach the group in a secure email: @Leika

Tell us the wish. Send along a quick consult fee(400$USD cashapp to $marshallandco) We'll tell you what it costs, what it risks, and whether we're the right ones to build it — and if we're not, we'll point you to the nation state who has the tools.

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