Meta settled the biggest child-safety case in tech history this week: up to $17.1 billion, plus structural changes to its teen-facing products, after an unredacted lawsuit showed the company knowingly collected data on millions of under-13s. Facing Judge Yvonne Gonzalez Rogers and a potential trillion-dollar exposure, it caved before Zuckerberg took the stand.

The product changes:

  • Default cumulative two-hour daily limit across Facebook and Instagram
  • Midnight-to-6 a.m. block
  • School-hours notification muting
  • Hidden like counts
  • Disabled “extreme” makeup filters

The escalator clause is the sharpest detail: the payout only reaches $17.1 billion if TikTok and YouTube also settle, with limits tightening to one hour and a 10 p.m. block if they do. Meta — “holding America’s teenagers hostage,” in Kevin’s words — ran full-page ads calling on competitors to “join us in supporting teens.” Casey calls the settlement “a case of democracy working… state attorneys general doing what Congress tried and failed to do.” Both hosts see it as harm reduction on the cigarette-industry model: the 1998 tobacco settlement didn’t stop smoking — it slowly made things worse until the culture shifted.

Then Arvind Narayanan (Princeton, AI as Normal Technology) returns with a counterintuitive thesis: banning data centers won’t slow AI. His math:

  • Efficiency gains from software and hardware outpace new construction by about an order of magnitude
  • One state’s moratorium costs the industry roughly 5-10 hours of catch-up
  • Aggregate compute barely moves the industry’s overall progress, while relative compute decides the competitive race — which is why labs fight for GPUs anyway

He redirects the backlash toward what works: the credible threat of bans forces companies to negotiate (communities should extract real investment); workplace-level decisions — “AI psychosis among CEOs” — are the better target; and “good old fashioned unionization” (Korean strikes, Hollywood’s AI protections) is the proven lever.

The final HatGPT sends off the four-year segment with the week’s best items:

  • Apple Vision Pro surgery (19% shorter tear-duct procedures)
  • GTA 6 leaks, including a nudist colony
  • An Amazon drone dropping a package in a Texas woman’s pool
  • Carrier-pigeon texting apps
  • WSJ’s AI-agent insomniac founders
  • The “meat proxy” coinage — people who blindly relay AI output, “a kind of creeping human disempowerment”
  • Tiangong the robot sprinter: 8.86 seconds, then straight into a padded wall
  • Time’s “Inside OpenAI’s Reboot”: Mark Chen claims OpenAI is 80% of the way to AGI — Kevin counters that “by any pre-2022 definition of AGI, AGI is here.”

“Please do not wait until truly the last possible second to do the bare minimum, effectively at gunpoint from 47 attorneys general, and then say, we’re excited to announce our new leadership position in teen safety.” — Casey, on Meta’s settlement spin

“If one state stops new data center construction, that translates to something like 10 hours… that’s how much it takes aggregated for the AI industry to catch up through efficiency improvements to the compute that has been foregone.” — Arvind Narayanan

“While the total amount of compute is not a big factor in the aggregate rate of AI progress, the relative amount of compute is a surprisingly big factor in the relative competitive positions of companies. Both of those things are true at the same time.” — Arvind Narayanan

“Imagine fighting for your constitutional right to send a 13-year-old a push notification at 3 a.m. saying that there was a new reel that they might be interested in. At some fundamental level, that is what this case has been about.” — Kevin, on the Meta settlement

Listen to the full episode at Apple Podcasts