Simplifying Code and Anticipating Future Models

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The speaker prefers simple code and constantly works on simplifying everything, although they acknowledge investing extra effort in making prompts work with lower models. They believe the effort is not wasted because a better prompt can improve the performance of better models as well. The speaker consciously considers the amount of time spent on problems that may not need solving eventually. They gave an example of dropping efforts on OCR when GPT4B was anticipated, indicating a strategy of anticipating future models to optimize their work.

In today's episode Yohei Nakajima, GP at Untapped Capital and Creator of BabyAGI, returns to the show. Together with Nathan, they watch Yohei’s TEDAI Talk, unpacking themes on collective intelligence, identity, and how AI can help us better understand one another. If you need an ecommerce platform, check out our sponsor Shopify: https://shopify.com/cognitive for a $1/month trial period.

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.

LINKS:

- Yohei's TEDAI Talk: https://www.ai-event.ted.com/panelists/yohei-nakajima

- Listen to Yohei Nakajima Part 1 on The Cognitive Revolution here: https://www.cognitiverevolution.ai/ai-agents-vc-insights-on-ai-and-building-in-public-with-yohei-nakajima-creator-of-babyagi/

SPONSORS:

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X/SOCIALS:

@labenz (Nathan)

@yoheinakajima (Yohei)

@CogRev_Podcast

TIMESTAMPS:

(06:39) Yohei's AI Creation Process

(09:50) Differences between models

(15:46) Sponsor - Brave Search API | Shopify

(20:10) Knowledge Graphs

(24:30) Shift to philosophical discussion

(27:40) GPT Store

(30:28) Sponsor - NetSuite | Omneky

(35:40) Eastern Philosophy and Identity

(36:22) How different societies will relate to Ai

(37:00) Appreciate how much philosophy is embedded into language

(39:03) Japan's policy towards AI and individual privacy

(40:15) Eastern philosophy view of the brain

(40:51) AI is a tool much like real intelligence

(42:20) AI in China

(42:46) Collective, extended cognition

(44:10) Emergence in ants

(44:51) Language model performance in different languages

(47:06) Nationalism and AI

(48:31) Tokenization, unicode, and cost structure between languages

(56:54) Accepting, not understanding

(59:24) AI bridging connection

This show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture — all from the perspective of industry insiders and experts. We’re launching new shows every week, and we’re looking for industry-leading sponsors — if you think that might be you and your company, email us at erik@turpentine.co.