logo
episode-header-image
Sep 2024
40m 3s

AI is more than GenAI

Practical AI LLC
About this episode

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI in this episode to give listeners a better mental model. Don’t miss this one if you are wanting to understand the AI ecosystem holistically and how models, embeddings, data, prompts, etc. all fit together.

Join the discussion

Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

  • SpeakeasyProduction-ready, enterprise-resilient, best-in-class SDKs crafted in minutes. Speakeasy takes care of the entire SDK workflow to save you significant time, delivering SDKs to your customers in minutes with just a few clicks! Create your first SDK for free!

Featuring:

Show Notes:

Something missing or broken? PRs welcome!

★ Support this podcast ★
Up next
Jul 7
AI in the shadows: From hallucinations to blackmail
In the first episode of an "AI in the shadows" theme, Chris and Daniel explore the increasing concerning world of agentic misalignment. Starting out with a reminder about hallucinations and reasoning models, they break down how today’s models only mimic reasoning, which can lead ... Show More
44m 50s
Jul 2
Finding Nemotron
In this episode, we sit down with Joey Conway to explore NVIDIA's open source AI, from the reasoning-focused Nemotron models built on top of Llama, to the blazing-fast Parakeet speech model. We chat about what makes open foundation models so valuable, how enterprises can think ab ... Show More
46m 23s
Jun 27
AI hot takes and debates: Autonomy
Can AI-driven autonomy reduce harm, or does it risk dehumanizing decision-making? In this “AI Hot Takes & Debates” series episode, Daniel and Chris dive deep into the ethical crossroads of AI, autonomy, and military applications. They trade perspectives on ethics, precision, resp ... Show More
45m 36s
Recommended Episodes
Oct 2024
Generally AI - Season 2 - Episode 1: Generative AI and Creativity
Hosts Roland and Anthony discuss how AI is being used to make creativity more accessible. While some Generative AI content lacks variety and artistic depth, there is potential for AI to assist human creators rather than replace them. They also explore the challenge of evaluating ... Show More
44m 10s
Aug 2024
809: Agentic AI, with Shingai Manjengwa
Agentic AI is revolutionizing the tech landscape, and Shingai Manjengwa from ChainML is here to tell us why. Discover how AI agents are becoming an integral part of our lives, automating tasks like travel bookings and daily inspiration. Shingai explains the power of multi-agent s ... Show More
1h 10m
Nov 2024
Making Sense of Agentic AI | ThoughtWorks Birgitta Boeckeler
There’s AI agents. There’s AI tooling. Do either drive business impact or are they just more things your dev team is supposed to stay on top of? Birgitta Boeckeler, Global Lead for AI Assisted Software Delivery at ThoughtWorks, joins the show to discuss the practical applications ... Show More
47m 40s
Nov 2023
Apple is FINALLY Talking About AI
With the M3 Max chip, Apple is finally pitching how they're going to compete in AI. Also on this episode, a preview of the AI Safety Summit in the UK. Today's Sponsors: Listen to the chart-topping podcast 'web3 with a16z crypto' wherever you get your podcasts or here: https://li ... Show More
19m 49s
Feb 2025
#64 Ex-Google Exec Reveals The Shocking Truth About AI with Mo Gawdat
Mo Gawdat is the former Chief Business Officer at Google X, an AI expert, and a best-selling author. He has been recognized for his early whistleblowing on AI's unregulated development and has become one of the most globally consulted experts on the topic. With years of experienc ... Show More
2h 9m
Jun 15
AI PM Crash Course: Prototyping → Observability → Evals + Prompt Engineering vs RAG vs Fine-Tuning
Every PM has to build AI features these days. And with that means a completely new skill set:- AI prototyping- Observability, Akin to Telemetry- AI Evals: The New PRD for AI PMs- RAG v Fine-Tuning v Prompt Engineering- Working with AI EngineersSo, in today’s episode, I bring you ... Show More
2h 4m
May 16
How AI Is Already Changing Jobs
AI is transforming the job market, reshaping roles from software engineers to customer service agents. Microsoft's layoffs spotlight how AI may replace middle management and coding jobs, while companies like Klarna and Duolingo navigate the balance between AI efficiency and human ... Show More
20m 34s
May 2022
AI Today Podcast: Is the next AI Winter approaching?
Like all technologies, Artificial Intelligence (AI) is not immune to the waves of obscurity, hyped promotion, plateauing of interest, and decline. In fact, the AI industry has been through two such major waves of interest, hype, plateau, and decline, commonly referred to as the “ ... Show More
42m 13s
Jul 2024
How AI is opening up new markets and impacting the startup status quo with Sarah Guo and Elad Gil
This week on No Priors, we have a host-only episode. Sarah and Elad catch up to discuss how tech history may be repeating itself. Much like in the early days of the internet, every company is clamoring to incorporate AI into their products or operations while some legacy players ... Show More
29m 12s
Sep 2023
The 5 Most Important AI Announcements from Meta Connect
Yesterday at Meta Connect, Mark Zuckerberg announces that AI was going everywhere across the Meta suite of apps including Messenger, Instagram, and WhatsApp. NLW counts down the top 5 new features. Before that on the Brief: ChatGPT's ability to browse the internet is back; Biden ... Show More
22m 15s