From Poetry to Programming: The Evolution of Prompt Engineering with Riley Goodside of Scale AI

From Poetry to Programming: The Evolution of Prompt Engineering with Riley Goodside of Scale AI

Nathan hosts Riley Goodside, the world's first staff prompt engineer at Scale AI, to discuss the evolution of prompt engineering.


Watch Episode Here


Read Episode Description

Nathan hosts Riley Goodside, the world's first staff prompt engineer at Scale AI, to discuss the evolution of prompt engineering. In this episode of The Cognitive Revolution, we explore how language models have progressed, making prompt engineering more like programming than poetry. Discover insights on enterprise AI applications, best practices for pushing LLMs to their limits, and the future of AI automation.

Apply to join over 400 founders and execs in the Turpentine Network: https://hmplogxqz0y.typeform.c...

RECOMMENDED PODCAST: Complex Systems
Patrick McKenzie (@patio11) talks to experts who understand the complicated but not unknowable systems we rely on. You might be surprised at how quickly Patrick and his guests can put you in the top 1% of understanding for stock trading, tech hiring, and more.

Spotify: https://open.spotify.com/show/...
Apple: https://podcasts.apple.com/us/...

SPONSORS:
Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-TCR

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

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 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/

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.

CHAPTERS:
(00:00:00) About the Show
(00:00:23) Sponsor: WorkOS
(00:01:24) Introduction
(00:06:23) LLMs using LLMs
(00:09:38) Tool Use
(00:11:06) How to manage the breadth of the task
(00:14:51) Prompt engineering
(00:16:24) Sponsors: Oracle | Brave
(00:18:28) The importance of explicit reasoning
(00:21:16) The importance of breaking down tasks
(00:26:49) Multitasking fine-tuning
(00:31:49) Sponsors: Omneky | Squad
(00:33:36) Best models for fine-tuning
(00:36:41) The Platonic Representation Hypothesis
(00:42:02) How close are we to AGI?
(00:45:44) How do you know if youre being too ambitious?
(00:51:18) Best practices for generating good output
(00:54:33) Backfills and synthetic transformations
(00:56:59) Prompt engineering
(01:05:54) AGI, modalities, and the limits of training
(01:11:38) Compute thresholds
(01:13:02) Jailbreaking models
(01:16:09) Open-source models
(01:20:08) Solving the ARC Challenge
(01:23:20) How to Demonstrate Prompt Engineering Skills
(01:25:27) Outro

Great! You’ve successfully signed up.

Welcome back! You've successfully signed in.

You've successfully subscribed to The Cognitive Revolution.

Success! Check your email for magic link to sign-in.

Success! Your billing info has been updated.

Your billing was not updated.