Snorkel AI
An AI infrastructure company incubated from the Stanford AI Lab, specializing in programmatic data labeling and weak supervision learning techniques.
Timeline (last 90 days)
Snorkel believes the next generation of benchmarks needs to focus on three directions: environment complexity, autonomous duration, and output complexity and signal granularity.
Snorkel AI has invested 3 million USD in its open benchmark grant program and has so far reviewed more than 120 applications from academia and industrial labs.
On episode 57 of Chain of Thought, Snorkel AI's Alex Ratner said that to get models to do something different, you don't do brain surgery on neurons or reinvent the algorithm architecture — you go get data.
Snorkel AI is a company focused on data and reinforcement learning environments that has experienced explosive growth in recent years.
Vincent Sun Chen of Snorkel AI participated in this dinner conversation, which is the third installment of the founder dinner series.
Snorkel AI has shifted its business focus to a data-as-a-service (DaaS) model.
Snorkel's customers are primarily large enterprises and institutions.
Snorkel's core framework enables enterprises to build usable training datasets in days rather than months.
Snorkel AI has completed a $350 million Series E funding round.
Snorkel AI was founded seven years ago.
3 more timeline events
All Facts (11)
Stanford University's graduate course CS 329S (Machine Learning Systems Design) was designed and taught by Chip Huyen, with lecture notes and reading materials publicly accessible.
60%UnverifiedSnorkel AI has invested 3 million USD in its open benchmark grant program and has so far reviewed more than 120 applications from academia and industrial labs.
50%UnverifiedOn episode 57 of Chain of Thought, Snorkel AI's Alex Ratner said that to get models to do something different, you don't do brain surgery on neurons or reinvent the algorithm architecture — you go get data.
50%UnverifiedSnorkel AI is a company focused on data and reinforcement learning environments that has experienced explosive growth in recent years.
50%UnverifiedSnorkel AI has shifted its business focus to a data-as-a-service (DaaS) model.
50%UnverifiedSnorkel's customers are primarily large enterprises and institutions.
50%UnverifiedSnorkel's core framework enables enterprises to build usable training datasets in days rather than months.
50%UnverifiedSnorkel AI was founded seven years ago.
50%UnverifiedSnorkel AI originated from a research project at Stanford University.
50%UnverifiedSnorkel AI was early known for its programmatic labeling technology, advocating the use of coded rules to replace manual annotation through methods such as weak supervision.
50%UnverifiedSnorkel believes the next generation of benchmarks needs to focus on three directions: environment complexity, autonomous duration, and output complexity and signal granularity.
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