"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

E52: Advancements in AI: Updating the Scouting Report, Task Automation, and Google Breakthroughs

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Aug 10, 2023

Explore recent advancements in AI that are transforming task automation across various industries. Discover how Google's multimodal MedPalm technology is revolutionizing medical insights by integrating imaging with patient data. The podcast contrasts stable AI performance with the emotional variability of human cognition. Insightful discussions on the implications of emerging AI architectures post-transformers highlight the future landscape of the technology. Plus, learn about the importance of structured assessments in hiring enhanced by AI.

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INSIGHT

Scouting Report Feedback

Nathan Labenz' Scouting Report received positive feedback, validating its value.
The report will remain free, incorporating minor corrections and additions.

INSIGHT

Cognitive Robustness

Humans possess cognitive robustness, resisting adversarial manipulation or unexpected inputs.
AIs are more susceptible to such attacks, struggling to maintain goals and priorities.

ANECDOTE

GPT-4 as a Chemistry Tutor

Early GPT-4 struggled as a chemistry tutor, often getting confused by user misconceptions.
Recent advancements in prompting and grounding have improved its ability to handle user confusion.

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Join Nathan Labenz and Erik Torenberg as they analyze the last month in AI advancements. Nathan takes us through the meaningful updates to his Scouting Report (released last month, linked below), discusses highlights from recent episodes of The Cognitive Revolution, and gives us a sneak peek at upcoming interviews with Google researchers. If you're looking for an ERP platform, check out our sponsor, NetSuite: http://netsuite.com/cognitive

We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.

TIMESTAMPS:

(01:00) How does the AI Scouting Report hold up a few weeks later?

(03:29) Zvi’s feedback on Nathan’s Tale of the Cognitive Tape

(10:25) The universal LLM jailbreak and adversarial examples

(12:53) Human performance is much more variable than AI performance

(14:45) Sponsors: NetSuite | Omneky

(16:09) Nathan’s AI Task Automation: What are good targets for tasks that can be automated for average businesses?

(20:05) Is GPT-4 getting worse or better?

(22:00) Getting explicit about what good looks like

(24:00) Prompting best practices are very accessible

(26:35) Ghostwriting - and the art of the hook

(28:05) Live Players: Which companies have say so over how the future goes?

(31:10) Upcoming guests from Google AI

(35:40) Possible post-transformer architectures

LINKS:

SCOUTING REPORT Part 1: https://youtu.be/0hvtiVQ_LqQ

SCOUTING REPORT Part 2: https://youtu.be/ovm4MbQ4G9E

SCOUTING REPORT Part 3: https://youtu.be/QJi0UJ_DV3E

3 Blue 1 Brown on YouTube: https://www.youtube.com/@3blue1brown

Tale of the Cognitive Tape in Part 1 of the Scouting Report: https://www.youtube.com/watch?v=0hvtiVQ_LqQ&t=3043s

Analyzing the Frontier with Zvi Mowshowitz: https://www.youtube.com/watch?v=SM4q-QAsoU8&t=1s

Tyler Cowen’s Interview with Jonathan Swift: https://conversationswithtyler.com/episodes/jonathan-gpt-swift/

@labenz (Nathan)

@eriktorenberg (Erik)

@cogrev_podcast

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