# Compliance Startup Scandal... Is Delve Guilty? | E2266

Page: https://stenobird.com/podcast/this-week-in-startups/compliance-startup-scandal-is-delve-guilty-e2266
Text version: https://stenobird.com/podcast/this-week-in-startups/compliance-startup-scandal-is-delve-guilty-e2266.md
Podcast: [This Week in Startups](https://stenobird.com/podcast/this-week-in-startups)
Published: 2026-03-24T15:00:27+00:00
Episode link: https://podcasters.spotify.com/pod/show/thisweekinstartups/episodes/Compliance-Startup-Scandal----Is-Delve-Guilty---E2266-e3gtgav
Audio file: https://anchor.fm/s/7c624c84/podcast/play/117407519/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-2-24%2F420672317-44100-2-9d0119aa83643.mp3
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JSON: https://stenobird.com/v1/public/podcasts/this-week-in-startups/episodes/compliance-startup-scandal-is-delve-guilty-e2266
Duration seconds: 5204

## Resource

The episode examines the ethics of 'faking it' in the AI era through the lens of the Delve compliance scandal. It also explores how AI is reshaping venture capital workflows and how hardware-software hybrids are tackling energy efficiency in data centers.

## Highlights
- Main idea: Rapid AI advancements are enabling much smaller, highly efficient teams to generate massive revenue
- Failure mode: The Delve scandal highlights the danger of overpromising automation capabilities to secure customers
- Practical takeaway: Investors and customers should verify vendor credentials and auditor independence to avoid 'compliance' fraud
- Main idea: AI-driven energy management in buildings can reduce power bills by up to 35% through predictive cooling
- Practical takeaway: Use a 'free roll' strategy for high-risk assets by selling portions of a position to cover the initial cost basis

## Topics

Venture Capital, Artificial Intelligence, Compliance Software, Data Center Energy, Startup Ethics, Distributed Computing, SaaS, Blockchain

## Chapters
- 7:40 — AI and the Changing VC Workflow: Elizabeth Yin discusses how AI tools are altering customer acquisition, retention, and the fundamental way founders build companies.
- 14:20 — The Delve Compliance Scandal: Ryan Mahdavi breaks down the allegations against Delve regarding misrepresented capabilities in the SOC 2 compliance space.
- 21:00 — Ethics in the Hype Cycle: A discussion on the 'bend the rules' culture in Silicon Valley and how to spot red flags in vendor credentials.
- 47:20 — AI for Energy Efficiency: Seg Sheng explains how Brick uses AI and hardware to optimize energy usage and decarbonize data centers.
- 1:00:20 — Distributed Compute Networks: An exploration of training large language models on distributed networks and the role of miners in the Bittensor ecosystem.

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## Transcript

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