Richard Socher: Re-Imagining Search

Richard Socher: Re-Imagining Search

Author: Daniel Bashir March 16, 2023 Duration: 1:37:49

In episode 64 of The Gradient Podcast, Daniel Bashir speaks to Richard Socher.

Richard is founder and CEO of you.com, a new search engine that lets you personalize your search workflow and eschews tracking and invasive ads. Richard was previously Chief Scientist at Salesforce where he led work on fundamental and applied research, product incubation, CRM search, customer service automation and a cross-product AI platform. He was an adjunct professor at Stanford’s CS department as well as founder and CEO/CTO of MetaMind, which was acquired by Salesforce in 2016. He received his PhD from Stanford’s CS Department in 2014.

Have suggestions for future podcast guests (or other feedback)? Let us know here!

Subscribe to The Gradient Podcast:  Apple Podcasts  | Spotify | Pocket Casts | RSSFollow The Gradient on Twitter

Outline:

* (00:00) Intro

* (02:20) Richard Socher origin story + time at Metamind, Salesforce (AI Economist, CTRL, ProGen)

* (22:00) Why Richard advocated for deep learning in NLP

* (27:00) Richard’s perspective on language

* (32:20) Is physical grounding and language necessary for intelligence?

* (40:10) Frankfurtian b******t and language model utterances as truth

* (47:00) Lessons from Salesforce Research

* (53:00) Balancing fundamental research with product focus

* (57:30) The AI Economist + how should policymakers account for limitations?

* (1:04:50) you.com, the chatbot wars, and taking on search giants

* (1:13:50) Re-imagining the vision for and components of a search engine

* (1:18:00) The future of generative models in search and the internet

* (1:28:30) Richard’s advice for early-career technologists

* (1:37:00) Outro

Links:

* Richard’s Twitter 

* YouChat by you.com

* Careers at you.com

* Papers mentioned

* Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions

* Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

* Grounded Compositional Semantics for Finding and Describing Images with Sentences

* The AI Economist

* ProGen

* CTRL



Get full access to The Gradient at thegradientpub.substack.com/subscribe

Hosted by Daniel Bashir, The Gradient: Perspectives on AI moves beyond surface-level headlines to explore the intricate machinery and human ideas shaping artificial intelligence. Each episode is built on a foundation of deep research, leading to conversations that are both technically substantive and broadly accessible. You'll hear from researchers, engineers, and philosophers who are actively building and critiquing our technological future, discussing not just how AI systems work, but the larger implications of their integration into society. This isn't about speculative hype; it's a grounded examination of real progress, persistent challenges, and ethical considerations from those on the front lines. The discussions peel back layers on topics like model architecture, policy, and the fundamental science behind the algorithms becoming part of our daily lives. For anyone curious about the substance behind the buzz-whether you have a technical background or are simply keen to understand a defining technology of our age-this podcast offers a crucial and thoughtful resource. Tune in for a consistently detailed and nuanced take that treats artificial intelligence with the complexity it deserves.
Author: Language: English Episodes: 100

The Gradient: Perspectives on AI
Podcast Episodes
Antoine Blondeau: Alpha Intelligence Capital and Investing in AI [not-audio_url] [/not-audio_url]

Duration: 59:34
In episode 78 of The Gradient Podcast, Daniel Bashir speaks to Antoine Blondeau.Antoine is a serial AI entrepreneur and Co-Founder and Managing Partner of Alpha Intelligence Capital. He was chief executive at Dejima when…
Joon Park: Generative Agents and Human-Computer Interaction [not-audio_url] [/not-audio_url]

Duration: 2:21:25
In episode 77 of The Gradient Podcast, Daniel Bashir speaks to Joon Park.Joon is a third-year PhD student at Stanford, advised by Professors Michael Bernstein and Percy Liang. He designs, builds, and evaluates interactiv…
Christoffer Holmgård: AI for Video Games [not-audio_url] [/not-audio_url]

Duration: 1:09:06
In episode 76 of The Gradient Podcast, Andrey Kurenkov speaks to Dr Christoffer HolmgårdDr. Holmgård is a co-founder and the CEO of Modl.ai, which is building AI Engine for game development. Before starting the company,…
Riley Goodside: The Art and Craft of Prompt Engineering [not-audio_url] [/not-audio_url]

Duration: 59:42
In episode 75 of The Gradient Podcast, Daniel Bashir speaks to Riley Goodside. Riley is a Staff Prompt Engineer at Scale AI. Riley began posting GPT-3 prompt examples and screenshot demonstrations in 2022. He previously…
Talia Ringer: Formal Verification and Deep Learning [not-audio_url] [/not-audio_url]

Duration: 1:45:35
In episode 74 of The Gradient Podcast, Daniel Bashir speaks to Professor Talia Ringer.Professor Ringer is an Assistant Professor with the Programming Languages, Formal Methods, and Software Engineering group at the Unive…
Brigham Hyde: AI for Clinical Decision-Making [not-audio_url] [/not-audio_url]

Duration: 41:43
In episode 72 of The Gradient Podcast, Daniel Bashir speaks to Brigham Hyde.Brigham is Co-Founder and CEO of Atropos Health. Prior to Atropos, he served as President of Data and Analytics at Eversana, a life sciences com…
Scott Aaronson: Against AI Doomerism [not-audio_url] [/not-audio_url]

Duration: 1:09:32
In episode 72 of The Gradient Podcast, Daniel Bashir speaks to Professor Scott Aaronson. Scott is the Schlumberger Centennial Chair of Computer Science at the University of Texas at Austin and director of its Quantum Inf…
Ted Underwood: Machine Learning and the Literary Imagination [not-audio_url] [/not-audio_url]

Duration: 1:43:59
In episode 71 of The Gradient Podcast, Daniel Bashir speaks to Ted Underwood.Ted is a professor in the School of Information Sciences with an appointment in the Department of English at the University of Illinois at Urba…
Irene Solaiman: AI Policy and Social Impact [not-audio_url] [/not-audio_url]

Duration: 1:12:11
In episode 70 of The Gradient Podcast, Daniel Bashir speaks to Irene Solaiman.Irene is an expert in AI safety and policy and the Policy Director at HuggingFace, where she conducts social impact research and develops publ…
Drago Anguelov: Waymo and Autonomous Vehicles [not-audio_url] [/not-audio_url]

Duration: 1:05:23
In episode 69 of The Gradient Podcast, Daniel Bashir speaks to Drago Anguelov.Drago is currently a Distinguished Scientist and Head of Research at Waymo, where he joined in 2018. Earlier, he spent eight years at Google w…