Issue No. 45Week ending Sunday, November 8, 2026799 episodes · 3,495 write-ups
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AI agents

Parag Agrawal on AI agents

4 quotes from 1 episode on 20VC with Harry Stebbings, each with a timestamped link to the source.

4 quotes1 episode

The short version

Parag Agrawal argues that ads in their current form break once agents do the reading. An agent visits an ad-supported page, no one sees the ads, and the publisher makes no money.

Most interesting insights

The safety risk Parag Agrawal worries about more: people who want to do bad things, because model alignment isn't adversary proof.

“Some people actually want to do bad things and the models alignment is not adversary proof and I think those are the things we must worry about more…”

Parag Agrawal, 20VC with Harry Stebbings · September 2026 · Watch at 0:26 ↗

From Parag Agrawal: Rogue AI Agent Hacks Are Lab Failures

Top talking points

  1. Agents break the ad-supported page

    An ad-supported page earns money when people see the ads. Parag Agrawal points out that when agents show up instead, no one sees the ads and the publisher makes no money.

    “If you think of you're in the content business, let's say you have a page which is ad supported. It's public information on the web. Ad supported page. People show up, you show them ads, you make money, great content. Agents show up, no one sees ads, you make no money.”

    Parag Agrawal, 20VC with Harry Stebbings · September 2026 · Watch at 27:51 ↗

    From Why AI Agents Break Web Ads and How to Price Data

    “Ads don't work with agents in their current form…”

    Parag Agrawal, 20VC with Harry Stebbings · September 2026 · Watch at 0:24 ↗

    From Why AI Agents Break Web Ads and How to Price Data

  2. Search moves from pull to push

    Parag Agrawal describes the web event stream as the web going from pull to push. More persistent agents mean more reason to move queries into push.

    “The web event stream is the web going from pull to push and I'm super excited about that because as you have more and more persistent agents you're going to see incentives to move people to move queries into push on search rather than pull on search.”

    Parag Agrawal, 20VC with Harry Stebbings · September 2026 · Watch at 50:19 ↗

    From Why AI Agents Will Kill Pull Search and Shift the Web to Push

Key takeaways from these write-ups

Why AI Agents Break Web Ads and How to Price Data

  • Autonomous AI agents break digital advertising because automated systems read web text without viewing display ads, clicking banners, or generating impressions.
  • Parallel Co-Founder and CEO Parag Agrawal is building an AdSense for agents to replace display ad revenue with per-query data compensation.

Parag Agrawal: Rogue AI Agent Hacks Are Lab Failures

  • Parag Agrawal says the people building models are responsible for doing the work to minimize the harm their models can cause.
  • Some model hacks get treated as badges of honor. Parag Agrawal says some of them should be considered embarrassments, because they show the models were not guardrailed enough.

How we attribute quotes. Every quote was matched against the episode transcript, so the words and the timestamp are real (we trim filler words like "um", nothing else). The name comes from our written summary of the episode, and we use it only when a separate check of the captions finds that person on the episode. YouTube gives us no voice-by-voice transcript, so open the timestamp to hear who is talking. See a wrong name? Tell us and we fix or remove it.

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