Wednesday Morning

The shift is agents actually taking actions across tools. Notion, Gmail, Slack, calendars, and live browser sessions get pulled into one chain. Examples floating around include uploading a bank statement and having it sorted into Notion, scraping emails off a page for personalized outreach, and HTML dashboards that refresh from connected data every time they open.

Now the cuts are explicit. Aggregator accounts are at 60% of prior payouts this cycle, with another 20% deduction next cycle. Reposts or third-party content can lose up to 90% of impressions. Nikita Bier also said X is testing tools to identify original authors and shift some revenue toward them.

What changed is how fast it jumped from one incident to a broader claim: once a campus becomes ideologically one-sided, free speech stops being a norm and starts being treated as a threat. That argument is now doing most of the work, with the UCLA episode serving as fresh evidence in a debate that never really cooled off.

The new push is handling the stuff that usually breaks these setups. Deck says it works through MFA and CAPTCHA and adapts when the UI changes, instead of retrying brittle selectors. That targets the main failure point in no-API automation and makes these flows usable inside tools like Claude Code or Cursor without constant babysitting.

The split is speed vs depth: the standard model handles fast interactive work, while Deep Research Max runs on Gemini 3.1 Pro for longer report-style outputs. Both plug into the Interactions API, and the models are already ranked #1 on DeepSearch QA and BrowseComp, which lines up with Google pushing this toward end-to-end automated research, not just chatting with a model.

That gap is the whole story. If the call delivers timelines on self-driving and robotaxis, it carries the narrative. If not, the actual numbers are already framed as a miss.