Building AI Systems You Can Trust
AI + a16z23 Touko 2025

Building AI Systems You Can Trust

In this episode of AI + a16z, Distributional cofounder and CEO Scott Clark, and a16z partner Matt Bornstein, explore why building trust in AI systems matters more than just optimizing performance metrics. From understanding the hidden complexities of generative AI behavior to addressing the challenges of reliability and consistency, they discuss how to confidently deploy AI in production.

Why is trust becoming a critical factor in enterprise AI adoption? How do traditional performance metrics fail to capture crucial behavioral nuances in generative AI systems? Scott and Matt dive into these questions, examining non-deterministic outcomes, shifting model behaviors, and the growing importance of robust testing frameworks.

Among other topics, they cover:

  • The limitations of conventional AI evaluation methods and the need for behavioral testing.
  • How centralized AI platforms help enterprises manage complexity and ensure responsible AI use.
  • The rise of "shadow AI" and its implications for security and compliance.
  • Practical strategies for scaling AI confidently from prototypes to real-world applications.

Follow everyone:

Scott Clark

Distributional

Matt Bornstein

Derrick Harris

Check out everything a16z is doing with artificial intelligence here, including articles, projects, and more podcasts.

Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.


Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Jaksot(83)

Material Security CEO: How To Find Your Ideal Customer

Material Security CEO: How To Find Your Ideal Customer

What if the hardest part of building a company isn’t the product, but knowing exactly who it’s for?In this episode, a16z General Partner Martin Casado sits down with Abhishek Agrawal, Cofounder and CE...

6 Loka 202534min

When Deepfakes Steal $30M: The New Edge of Cybercrime

When Deepfakes Steal $30M: The New Edge of Cybercrime

AI is transforming both sides of the cybersecurity cat-and-mouse game. Attackers are using LLMs to scale impersonation, phishing, and even deepfake fraud—while defenders are racing to automate detecti...

26 Syys 202522min

How AI Will Change Photography Forever

How AI Will Change Photography Forever

What if you could retake your favorite memories years after they happened, fixing the lighting, catching the smile, or even opening your eyes?In this conversation, a16z General Partner Martin Casado a...

17 Syys 202551min

How OpenAI Built Its Coding Agent

How OpenAI Built Its Coding Agent

OpenAI’s Codex has already shipped hundreds of thousands of pull requests in its first month. But what is it really, and how will coding agents change the future of software?In this episode, General P...

29 Elo 20251h 19min

Models, Modalities, and Memes: Creating Compelling AI Characters

Models, Modalities, and Memes: Creating Compelling AI Characters

Models, Modalities, and Memes: Creating Compelling AI CharactersIn this episode of AI + a16z, Hedra founder and CEO Michael Lingelbach joins a16z partners Justine Moore and Matt Bornstein to talk abou...

14 Elo 202547min

Performance and Passion: Fal's Approach to AI Inference

Performance and Passion: Fal's Approach to AI Inference

If you've been experimenting with image, video, and audio models, the chances are you've been both blown away by how good they're becoming, and also a little perturbed by how long they can take to gen...

1 Elo 202540min

How to Vibe Code Securely

How to Vibe Code Securely

In this episode, a16z partner Joel de la Garza sits down with Socket founder and CEO Feross Aboukhadijeh to dive into the intersection of vibe coding and security. As one of the earliest security foun...

25 Heinä 202526min

AI Is Upending SaaS Pricing

AI Is Upending SaaS Pricing

In this episode, a16z GP Martin Casado sits down with Metronome CEO Scott Woody to unpack how AI is fundamentally changing the value proposition of software—and why that shift demands a rethink of the...

18 Heinä 202542min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
mimmit-sijoittaa
psykopodiaa-podcast
rss-rahapodi
rss-draivi
rss-seuraava-potilas
rss-sami-miettinen-neuvottelija
oppimisen-psykologia
rss-rahamania
pomojen-suusta
rss-porssipuhetta
rss-lahtijat
rss-inderes
inderespodi
taloudellinen-mielenrauha
ostan-asuntoja-podcast
kasvun-kipuja
rss-h-asselmoilanen
herrasmieshakkerit
rss-bisnesta-bebeja