We’ve trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to produce a chain-of-thought that is endorsed by humans.

source https://openai.com/research/improving-mathematical-reasoning-with-process-supervision

Using artificial intelligence, you can now predict consumer behavior using a low-code platform.

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Paul and Mike sat down on the Friday before the Memorial Day weekend to record this week’s episode of The Marketing AI Show. There are usually seven days between recordings, but as fast as AI is moving, this episode will not disappoint in the volume of content covered and the speed of change that continues.

Listen or watch below—and see below for show notes and the transcript.

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Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow, within the bounds defined by the law.

source https://openai.com/blog/democratic-inputs-to-ai

At one point during OpenAI CEO Sam Altman’s recent Congressional hearing, Altman said: “My worst fear is we cause significant harm to the world.”

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This past week, artificial intelligence came to Washington in a big way.

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In what we think is one of the most important podcast episodes to date, Paul and Mike break down the congressional hearings–and not just Sam Altman’s–to focus on what it means, the safety risks, regulations, and more.

Listen or watch below—and see below for show notes and the transcript.

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Now is a good time to start thinking about the governance of superintelligence—future AI systems dramatically more capable than even AGI.

source https://openai.com/blog/governance-of-superintelligence

The ChatGPT app syncs your conversations, supports voice input, and brings our latest model improvements to your fingertips.

source https://openai.com/blog/introducing-the-chatgpt-app-for-ios

A recent article from top experts predicts AI will have a positive impact on employment—but that’s not the whole story.

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