What Matters in AI Right Now

The Batch - AI News & Insights: One year since the launch of ChatGPT on November 30, 2022, it’s amazing how many large language models are available.  A year ago, ChatGPT was pretty much the only game in town for consumers (using a web user interface)...

The Batch - AI News & Insights: I’m delighted that the crisis at OpenAI, which you can read about below, seems to have been resolved with an agreement in principle for Sam Altman to return as CEO after his sudden firing last week.

The Batch - AI News & Insights: This week, I’m speaking at the World Economic Forum (WEF) and Asia-Pacific Economic Cooperation (APEC) meetings in San Francisco, where leaders in business and government have convened to discuss AI and other topics.

The Batch - AI News & Insights: The past week has been an unusual split-screen time in AI. On one side, I see rapidly developing innovations from OpenAI, as well as Elon Musk's Grok and Kai-Fu Lee's open source Yi-34B large language model.

The Batch - AI News & Insights: I’ve always believed in democratizing access to the latest advances in artificial intelligence. As a step in this direction, we just launched “Generative AI for Everyone” on Coursera.

The Batch - AI News & Insights: Welcome to the Halloween special issue of The Batch, where we take a look at fears associated with AI. In that spirit, I’d like to address a fear of mine: Sensationalist claims that AI could bring about human extinction will cause serious harm.

The Batch - AI News & Insights: I wrote earlier about how my team at AI Fund saw that GPT-3 set a new direction for building language applications, two years before ChatGPT was released.

The Batch - AI News & Insights: Over the weekend, Hamas launched a surprise terrorist attack on Israel, slaughtering and kidnapping civilians.

The Batch - AI News & Insights: Andrej Karpathy, one of the Heroes of Deep Learning who currently works at OpenAI, quipped, “The hottest programming language is English.” While I appreciate the sentiment...

The Batch - AI News & Insights: As you can read below, improvements in chatbots have opened a market for bots integrated with dating apps. I’m excited about the possibilities for large language models (LLMs) in romantic relationships…

The Batch - AI News & Insights: While AI is a general-purpose technology that’s useful for many things, it isn’t good for every task under the sun. How can we decide which concrete use cases to build? If you’re helping a business figure out where to apply AI...

The Batch - AI News & Insights: I recently spoke about “Opportunities in AI” at Stanford’s Graduate School of Business. I want to share a few observations from that presentation.

The Batch - AI News & Insights: Amidst rising worry about AI harms both realistic (like job loss) and unrealistic (like human extinction), It’s critical to understand AI’s potential to do tremendous good. Our new specialization, AI for Good...

The Batch - AI News & Insights: I’d like to share a part of the origin story of large language models that isn’t widely known. A lot of early work in natural language processing (NLP) was funded by U.S. military intelligence...

The Batch - AI News & Insights: Machine learning development is an empirical process. It’s hard to know in advance the result of a hyperparameter choice, dataset, or prompt to a large language model (LLM).