Well Principled

Aplicación YC de Well Principled

Summer 2019Active

Well Principled pasó por Y Combinator en el batch Summer 2019 como una empresa de B2B. Abajo: qué hace la empresa, quién la fundó y su aplicación a YC, reconstruida pregunta por pregunta en el formulario real de YC.

Batch YC
Summer 2019
Industria
B2B
Tamaño del equipo
3
Estado
Active
Lanzado
2019

Fundadores

  • Ryan Richt
    Ryan RichtFounder
  • Christopher Shafer
    Christopher ShaferFounder
  • Joseph Wingbermuehle
    Joseph WingbermuehleFounder

Lo que hace 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.

Aplicación YC de Well Principled, reconstruida

Solicitud de Y Combinator

Well Principled, batch Summer 2019. Las preguntas reales del formulario, respondidas con datos públicos.

  1. Founders2
  2. Company7
  3. Progress7
  4. Idea4
  5. Equity3
  6. Curious2
  7. 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 respuestas más en la aplicación completa

están en la versión completa. Crea una cuenta gratuita para abrirla en YC Insights, junto a cada otro batch de YC.

Preguntas Frecuentes

¿Es esta la aplicación YC real de Well Principled?

No. Y Combinator mantiene privadas las aplicaciones enviadas. Esta es una reconstrucción: las preguntas reales del formulario de YC, respondidas a partir de los datos públicos de Well Principled (notas de lanzamiento, antecedentes de fundadores, descripción del producto). Muestra cómo una empresa como Well Principled se presentaría a YC, no el texto que enviaron.

¿En qué batch de YC estuvo Well Principled?

Well Principled formó parte del batch Summer 2019 de Y Combinator.

¿Quién fundó Well Principled?

Well Principled fue fundado por Ryan Richt, Christopher Shafer, Joseph Wingbermuehle.

¿A qué se dedica Well Principled?

The neural engine for autonomous robots

¿Cómo leo la aplicación completa reconstruida?

Crea una cuenta gratuita de Round Funded. La versión completa de 26 respuestas de la aplicación de Well Principled, y de cada otro batch de YC, está en YC Insights.

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