What if trust & safety in the AI era isn’t mainly about moderation—but governance?

In our conversation with Yoel Roth, we kept coming back to this shift: as AI makes more decisions, humans don’t disappear. We become auditors, overseers, and the people accountable for fixing what breaks.

Read/listen at https://youtube.com/shorts/8ijVg2YtgHU?feature=share

#AnalysePodcast #AIGovernance #TrustAndSafety

So so much work happening on Coop rn. It turns out when you have orgs adopting an open source project, you get lots of feedback—and new contributors! 🙌

If you work on an online platform and don’t have robust trust and safety tools, maybe join the party and check Coop out? I’m happy to answer any questions! And I promise, I’m working on a big documentation rework which should make things a whole lot easier to understand and get started. 😅

https://github.com/roostorg/coop/

#OpenSource #TrustAndSafety

Ctrl-Alt-Speech: Age Against The Machine

https://fed.brid.gy/r/https://www.techdirt.com/2026/04/30/ctrl-alt-speech-age-against-the-machine/

Quote of the day from our conversation with Yoel Roth:

“In the future of trust & safety, the key word is governance.”

His point lands harder in the age of AI: the work shifts from moderation alone to auditing, oversight, and fixing automated decisions. How should platforms govern AI well?

Read/listen at https://youtube.com/shorts/8ijVg2YtgHU

#AnalysePodcast #TrustAndSafety #AIGovernance

Online fraud is an economics problem.

Scammers are profit-seeking actors, so platforms must raise their cost of attack.

In my conversation with Yoel Roth via @analyseasia we discussed why tools like Tinder’s Face Check add purposeful friction: harder for scammers, safer for users.

The real question: where does friction create trust?

https://open.spotify.com/episode/5Tmy1eTHb6y8uwNh14lRgZ?si=nWxTgm6_Sa2vsPP2BSeEaA

#TrustAndSafety #DigitalTrust

Tom Thorely, Senior Director of Safety & Integrity at GitHub, wrote a great piece on why shared architectural frameworks matter more than any single tool in Trust & Safety.

https://tgthorley.com/blog/f/trust-safety-remotely-what-makes-a-trust-safety-system

We’re lucky to have him on our Technical Design Committee, which guides the technical direction of our open source safety infrastructure.

#OpenSource #TrustAndSafety #OnlineSafety

Trust and safety used to be seen as the internet’s cleanup crew.

After my conversation with Yoel Roth, SVP & Head of Trust & Safety at Match Group, I think that framing is outdated.

Watch the full YouTube Video: https://youtu.be/cj577gj8mzg

The better framing: trust and safety is now platform governance.

Full conversation with Yoel Roth on Analyse Podcast.

#TrustAndSafety #AIGovernance #PlatformGovernance #DigitalTrust #AnalysePodcast

Ctrl-Alt-Speech: Celebrating 100 Episodes & Launching Our Patreon

https://fed.brid.gy/r/https://www.techdirt.com/2026/04/23/ctrl-alt-speech-celebrating-100-episodes-launching-our-patreon/