Заявка Well Principled в YC

Summer 2019Active

Well Principled прошел Y Combinator в потоке Summer 2019 как компания из сферы B2B. Ниже: чем занимается компания, кто ее основал, и ее заявка в YC, реконструированная вопрос за вопросом в реальной форме YC.

Поток YC: Summer 2019
Сфера: B2B
Размер команды: 3
Статус: Active
Запущено: 2019

Фаундеры

Ryan RichtFounder
Christopher ShaferFounder
Joseph WingbermuehleFounder

Чем занимается Well Principled

We aren’t building AI to replace "knowledge work” that requires neither, but to bolster the working human intellect which has never failed to discover new paths to prosperity. For all their success, mainstream approaches to AI have fundamental limitations preventing them from solving critical classes of problems. We are building a new AI architecture from first principles to break from these limitations. The status quo has ossified around the supervised, brute-force pretraining paradigm. These systems do not, and cannot, handle the essential skills of continual learning, goal discovery, novel planning, and the creation of new knowledge. These limitations are not trivial. Our national prosperity depends directly on overcoming these limitations, because the essential skills underlie the skilled trades. From electricians to machinists to nurses, apprentice tradespeople in all of these fields learn “skilled improvisation” where every solution is novel, and even the goal must be discovered. Prosperity demands the precise capabilities where status quo AI is structurally weak. Worse, these limitations will not be overcome with more compute or training data. They are inescapable consequences of the underlying technologies of supervised learning, neural networks, transformers, backprop, and gradient descent. Progress requires independence from them. We are building a new AI architecture by reverse-engineering the system that got us this far: the human brain. By triangulating between neuroscience, cognitive science, and the evolutionary elaboration of brains, we have identified the brain’s algorithms to (a) continually learn a causal world model (b) select goals to both achieve and learn to achieve more (c) plan to reach novel goals, and (d) creatively produce new knowledge. Join us in building intelligence with ingenuity to bolster the skilled trades.

Заявка Well Principled в YC, реконструирована

Заявка Y Combinator

Well Principled, батч Summer 2019. Реальные вопросы из анкеты, ответы из публичных данных.

Founders2
Company7
Progress7
Idea4
Equity3
Curious2
Batch Preference1

Company

Company name

Well Principled

Describe what your company does in 50 characters or less.

The neural engine for autonomous robots

What is your company going to make? Please describe your product and what it does or will do.

We are building a new AI architecture modeled on the human brain to enable robots to learn continually, discover goals, plan novel solutions, and create new knowledge. This breaks from current AI methods that rely on supervised learning and large datasets, which fail at tasks requiring skilled improvisation. Our product is intended for autonomous robots that need to operate in complex, dynamic environments like skilled trades - electricians, machinists, nurses - where every problem and goal can be new.

Where do you live now, and where would the company be based after YC?

We live in St. Louis, Missouri, and our company is based here after YC.

Explain your decision regarding location.

We are based in St. Louis because it's home to the founders and provides an environment suited to our small team and focused research. We plan to remain here after YC, taking advantage of the local context and building from our roots.

21 еще ответ в полной заявке

Founders, Progress, Idea, Equity, Curious, Batch Preference находятся в полной версии. Создайте бесплатную учетную запись, чтобы открыть ее в YC Insights, рядом с каждым другим потоком YC.

Смотреть полную заявку

Часто задаваемые вопросы

Это реальная заявка Well Principled в YC?

Нет. Y Combinator держит поданные заявки в приватности. Это реконструкция: реальные вопросы формы YC, ответы на которые основаны на публичных данных Well Principled (заметки о запуске, бэкграунд фаундеров, описание продукта). Это показывает, как компания вроде Well Principled представила бы себя YC, а не текст, который они подали.