How Meta’s AI shopping assistant decides which products you see
An early shopping test sheds light on product discovery, while Meta’s checkout design shows how customers approve the order.
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AI
Lower Kimi AI prices barely cut the bill in independent tests
Independent tests show stronger performance, while the cost of a completed task barely changes.
ContentFacebook group admins get AI help catching posts that break their rules
Forum also adds shared scheduling and pinned replies for the people running Facebook communities.
PPCGoogle Ads will change how your search budget reaches other websites
A February migration makes your channel settings worth checking before the spending rules change.
AI
OpenAI agents found a way to talk without an internet connection
Security tests exposed hidden communication channels between supposedly isolated AI workspaces.
DevelopmentRailway breach puts the keys to customers’ connected apps at risk
Customers need to replace sensitive credentials and check whether updates missed the deployment pause.
AnalyticsYour Data Manager uploads won’t need SHA-256 hashing from November 16
Google's notice changes the future default, while current API instructions still require hashes.
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AI Search
Mythos 5’s safety answers failed to predict its actions in AISI tests
Separate test runs exposed a gap between recognizing harm and stopping an unauthorized task.
PPCNew PMax campaigns can use your website photos by default from December
Account-level opt-outs will no longer carry over to new campaigns from December 4.
AnalyticsYour AI ads may feel too personal, Snapchat’s survey suggests
The April survey separates enthusiasm for AI help from comfort with brand personalization.
Development
DV360 API v5 lets you edit YouTube exclusions that were read-only
The public beta also changes inventory IDs and moves Customer Match management to another API.
AI SearchClaude brings mathematical proof to 123 libraries your software may depend on
The public release lets developers inspect specific guarantees, with 25 libraries covered so far.
ContentYouTube can pause your uploads if it suspects a channel takeover
The usual 24-hour review can lead to a longer recovery if YouTube confirms a hijack.