The Batch: Autonomous Atlantic Crossing, AI in the Courtroom, Satellite Photos Reveal Secrets, More Masking For Better Learning
Jul 06, 2022

The Batch: Autonomous Atlantic Crossing, AI in the Courtroom, Satellite Photos Reveal Secrets, More Masking For Better Learning

Last week, I wrote about key steps for building a career in AI: learning technical skills, doing project work, and searching for a job, all of which is supported by being part of a community. In this letter, I’d like to dive more deeply into the first

11 min read
The Batch: Autonomous Atlantic Crossing, AI in the Courtroom, Satellite Photos Reveal Secrets, More Masking For Better Learning
Jul 06, 2022

The Batch: Autonomous Atlantic Crossing, AI in the Courtroom, Satellite Photos Reveal Secrets, More Masking For Better Learning

Last week, I wrote about key steps for building a career in AI: learning technical skills, doing project work, and searching for a job, all of which is supported by being part of a community. In this letter, I’d like to dive more deeply into the first

11 min read
The Batch: Machine Learning for Martian Drone, Regulators Punish Meta for Algorithmic Bias, Transformers Conquer Graphs
Jun 29, 2022

The Batch: Machine Learning for Martian Drone, Regulators Punish Meta for Algorithmic Bias, Transformers Conquer Graphs

The rapid rise of AI has led to a rapid rise in AI jobs, and many people are building exciting careers in this field. A career is a decades-long journey, and the path is not always straightforward.

10 min read
The Batch: Machine Learning for Martian Drone, Regulators Punish Meta for Algorithmic Bias, Transformers Conquer Graphs
Jun 29, 2022

The Batch: Machine Learning for Martian Drone, Regulators Punish Meta for Algorithmic Bias, Transformers Conquer Graphs

The rapid rise of AI has led to a rapid rise in AI jobs, and many people are building exciting careers in this field. A career is a decades-long journey, and the path is not always straightforward.

10 min read
The Batch: Next Step for Language Modeling, Predicting Wind Power, Even Bigger Transformers, Deep Doo-Doo
Jun 22, 2022

The Batch: Next Step for Language Modeling, Predicting Wind Power, Even Bigger Transformers, Deep Doo-Doo

Many things in life have a positive side and a negative side. For instance, a new AI system might help democratize access, and at the same time it might be more accessible to people who have internet access than those who don’t.

9 min read
The Batch: Next Step for Language Modeling, Predicting Wind Power, Even Bigger Transformers, Deep Doo-Doo
Jun 22, 2022

The Batch: Next Step for Language Modeling, Predicting Wind Power, Even Bigger Transformers, Deep Doo-Doo

Many things in life have a positive side and a negative side. For instance, a new AI system might help democratize access, and at the same time it might be more accessible to people who have internet access than those who don’t.

9 min read
The Batch: Google Engineer Claims Sentient AI, Ethics Team Grounds Taser Drones, Meta Reorgs AI Division, Deep Learning Optimizes Physical Designs
Jun 15, 2022

The Batch: Google Engineer Claims Sentient AI, Ethics Team Grounds Taser Drones, Meta Reorgs AI Division, Deep Learning Optimizes Physical Designs

A Google Engineer recently announced he believes that a language model is sentient. I’m highly skeptical that any of today’s AI models are sentient. Some reporters, to their credit, also expressed skepticism.

10 min read
The Batch: Google Engineer Claims Sentient AI, Ethics Team Grounds Taser Drones, Meta Reorgs AI Division, Deep Learning Optimizes Physical Designs
Jun 15, 2022

The Batch: Google Engineer Claims Sentient AI, Ethics Team Grounds Taser Drones, Meta Reorgs AI Division, Deep Learning Optimizes Physical Designs

A Google Engineer recently announced he believes that a language model is sentient. I’m highly skeptical that any of today’s AI models are sentient. Some reporters, to their credit, also expressed skepticism.

10 min read
The Batch: Top 100 AI Startups, Inside the Mind of DALL·E 2, Child Welfare Officials Drop AI, Fresh Images From Cellular Automata
Jun 08, 2022

The Batch: Top 100 AI Startups, Inside the Mind of DALL·E 2, Child Welfare Officials Drop AI, Fresh Images From Cellular Automata

Last week, I wrote about how rising interest rates are likely to lead investors and other finance professionals to focus on short-term returns rather than longer-term investments. Nonetheless, I believe this is still a good time to invest in long-term bets on AI.

13 min read
The Batch: Top 100 AI Startups, Inside the Mind of DALL·E 2, Child Welfare Officials Drop AI, Fresh Images From Cellular Automata
Jun 08, 2022

The Batch: Top 100 AI Startups, Inside the Mind of DALL·E 2, Child Welfare Officials Drop AI, Fresh Images From Cellular Automata

Last week, I wrote about how rising interest rates are likely to lead investors and other finance professionals to focus on short-term returns rather than longer-term investments. Nonetheless, I believe this is still a good time to invest in long-term bets on AI.

13 min read
The Batch: AI Games Google, Actors Fight Deepfakes, Models Gain Good Judgement, Deep Learning Delivers Personalized Discounts
Jun 01, 2022

The Batch: AI Games Google, Actors Fight Deepfakes, Models Gain Good Judgement, Deep Learning Delivers Personalized Discounts

The United States Federal Reserve Bank has signaled that it will continue to raise interest rates. As one consequence, the stock market is significantly down, particularly tech stocks, relative to the beginning of the year.

11 min read
The Batch: AI Games Google, Actors Fight Deepfakes, Models Gain Good Judgement, Deep Learning Delivers Personalized Discounts
Jun 01, 2022

The Batch: AI Games Google, Actors Fight Deepfakes, Models Gain Good Judgement, Deep Learning Delivers Personalized Discounts

The United States Federal Reserve Bank has signaled that it will continue to raise interest rates. As one consequence, the stock market is significantly down, particularly tech stocks, relative to the beginning of the year.

11 min read
The Batch: Special Issue! Foundational Algorithms, Where They Came From, Where They're Going
May 25, 2022

The Batch: Special Issue! Foundational Algorithms, Where They Came From, Where They're Going

Years ago, I had to choose between a neural network and a decision tree learning algorithm. It was necessary to pick an efficient one, because we planned to apply the algorithm to a very large set of users on a limited compute budget.

17 min read
The Batch: Special Issue! Foundational Algorithms, Where They Came From, Where They're Going
May 25, 2022

The Batch: Special Issue! Foundational Algorithms, Where They Came From, Where They're Going

Years ago, I had to choose between a neural network and a decision tree learning algorithm. It was necessary to pick an efficient one, because we planned to apply the algorithm to a very large set of users on a limited compute budget.

17 min read
The Batch: One Model For Hundreds of Tasks, Recognizing Workplace Hazards, When Data Means Danger, Vision Transformer Upgrade
May 18, 2022

The Batch: One Model For Hundreds of Tasks, Recognizing Workplace Hazards, When Data Means Danger, Vision Transformer Upgrade

One of the challenges of building an AI startup is setting customer expectations. Machine learning is a highly experiment-driven field. Until you’ve built something, it’s hard to predict how well it will work. This creates a unique

11 min read
The Batch: One Model For Hundreds of Tasks, Recognizing Workplace Hazards, When Data Means Danger, Vision Transformer Upgrade
May 18, 2022

The Batch: One Model For Hundreds of Tasks, Recognizing Workplace Hazards, When Data Means Danger, Vision Transformer Upgrade

One of the challenges of building an AI startup is setting customer expectations. Machine learning is a highly experiment-driven field. Until you’ve built something, it’s hard to predict how well it will work. This creates a unique

11 min read

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