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Title:Imbue CTO Josh Albrecht on Creating AI Agents for Reasoning, Reliability, and Robustness

In this episode, Nathan chats with Josh Albrecht, CTO of Imbue. They discuss how to create agents for reasoning, reliability, and robustness. If you need an ecommerce platform, check out our sponsor Shopify: for a $1/month trial period. RECOMMENDED PODCAST: Every week investor and writer of the popular newsletter The Diff, Byrne Hobart, and co-host Erik Torenberg discuss today’s major inflection points in technology, business, and markets – and help listeners build a diversified portfolio of trends and ideas for the future. Subscribe to “The Riff” with Byrne Hobart and Erik Torenberg: SPONSORS: Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: With the onset of AI, it’s time to upgrade to the next generation of the cloud: Oracle Cloud Infrastructure. OCI is a single platform for your infrastructure, database, application development, and AI needs. Train ML models on the cloud’s highest performing NVIDIA GPU clusters. Do more and spend less like Uber, 8x8, and Databricks Mosaic, take a FREE test drive of OCI at NetSuite has 25 years of providing financial software for all your business needs. More than 36,000 businesses have already upgraded to NetSuite by Oracle, gaining visibility and control over their financials, inventory, HR, eCommerce, and more. If you're looking for an ERP platform ✅ head to NetSuite: and download your own customized KPI checklist. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off. X/SOCIAL @labenz (Nathan) @joshalbrecht (Josh) @eriktorenberg (Erik) @CogRev_Podcast TIMESTAMPS: (00:00:00) - Episode Preview (00:00:00) – Episode Preview (00:07:14) – What does it mean to be a research company? (00:10:25) – How is the reasoning landscape these days and how might it evolve? (00:11:03) – Data quality is highly important (00:21:15) – What’s the difference between good features and a good world model? (00:27:31) – The impact of new modalities on reasoning (00:29:15) – How much can reasoning and knowledge be separated? (00:45:13) – Imbue demo and are they building their own LLMs or using others? (00:49:37) – Does Imbue have a deal with Nvidia? (00:57:48) – Carbs framework (01:12:57) – Imbue’s involvement with policy and and AI safety (01:16:23) – Takeaways from AI Safety Summit and Biden’s Order


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