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E6: The Computer Vision Revolution with Junnan Li and Dongxu Li of BLIP and BLIP2: As recently as January 2021, the challenge of "interpreting what is going on in a photograph" was considered "nowhere near solved." Today's guests Junnan Li and Dongxu Li changed that with their publication and open-sourcing of BLIP, which delivered state-of-the-art performance on image captioning and other vision-language tasks. BLIP became the #18 most-cited AI paper of 2022, and now Junnan and Dongxu are back with BLIP-2, this time showing how small models can harness the power of existing foundation models to do multi-modal tasks. We talked to Junnan and Dongxu about their research and how they see the trend toward connector models shaping the future. We talked to Junnan and Dongxu about their research and how they see the trend toward connector models shaping the future. by "The Cognitive Revolution" | AI Builders, Researchers, and Live Player AnalysisUNLIMITED
Red Teaming o1 Part 2/2– Detecting Deception with Marius Hobbhahn of Apollo Research
From"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
UNLIMITED
Red Teaming o1 Part 2/2– Detecting Deception with Marius Hobbhahn of Apollo Research
From"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
ratings:
Length:
62 minutes
Released:
Sep 14, 2024
Format:
Podcast episode
Description
In this Emergency Pod of The Cognitive Revolution, Nathan provides crucial insights into OpenAI's new O1 and O1-mini reasoning models. Featuring exclusive interviews with members of the O1 Red Team from Apollo Research and Hayes Labs, we explore the models' capabilities, safety profile, and OpenAI's pre-release testing approach. Dive into the implications of these advanced AI systems, including their potential to match or exceed expert performance in many areas. Join us for an urgent and informative discussion on the latest developments in AI technology and their impact on the future.
o1 Safety Card
Endless Jailbreaks with Bijection Learning: a Powerful, Scale-Agnostic Attack Method
Apollo Research
Apollo Careers Page
Papers mentioned:
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
Exploring Scaling Trends in LLM Robustness
Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/
SPONSORS:
Oracle: Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive
Brave: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR
Omneky: 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 https://www.omneky.com/
Squad: Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.
RECOMMENDED PODCAST:
This Won't Last.
Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.
Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937
Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz
YouTube: https://www.youtube.com/@ThisWontLastpodcast
CHAPTERS:
(00:00:00) About the Show
(00:00:22) About the Episode
(00:05:03) Introduction and Apollo Research Updates
(00:06:40) Focus on Deception in AI
(00:11:08) Open AI's 01 Model and Testing
(00:15:54) Evaluating AI Models for Scheming (Part 1)
(00:19:32) Sponsors: Oracle | Brave
(00:21:36) Evaluating AI Models for Scheming (Part 2)
(00:25:55) Specific Benchmarks and Tasks (Part 1)
(00:35:03) Sponsors: Omneky | Squad
(00:36:29) Specific Benchmarks and Tasks (Part 2)
(00:37:21) Model Capabilities and Potential Risks
(00:44:11) Ethical Considerations and Future Concerns
(00:50:31) Competing Trends in AI Development
(00:53:30) System Card Quotes and Implications
(00:58:36) Sponsors: Outro
o1 Safety Card
Endless Jailbreaks with Bijection Learning: a Powerful, Scale-Agnostic Attack Method
Apollo Research
Apollo Careers Page
Papers mentioned:
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
Exploring Scaling Trends in LLM Robustness
Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/
SPONSORS:
Oracle: Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive
Brave: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR
Omneky: 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 https://www.omneky.com/
Squad: Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.
RECOMMENDED PODCAST:
This Won't Last.
Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics.
Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937
Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz
YouTube: https://www.youtube.com/@ThisWontLastpodcast
CHAPTERS:
(00:00:00) About the Show
(00:00:22) About the Episode
(00:05:03) Introduction and Apollo Research Updates
(00:06:40) Focus on Deception in AI
(00:11:08) Open AI's 01 Model and Testing
(00:15:54) Evaluating AI Models for Scheming (Part 1)
(00:19:32) Sponsors: Oracle | Brave
(00:21:36) Evaluating AI Models for Scheming (Part 2)
(00:25:55) Specific Benchmarks and Tasks (Part 1)
(00:35:03) Sponsors: Omneky | Squad
(00:36:29) Specific Benchmarks and Tasks (Part 2)
(00:37:21) Model Capabilities and Potential Risks
(00:44:11) Ethical Considerations and Future Concerns
(00:50:31) Competing Trends in AI Development
(00:53:30) System Card Quotes and Implications
(00:58:36) Sponsors: Outro
Released:
Sep 14, 2024
Format:
Podcast episode
Titles in the series (100)
- 83 min listen