AI Assistants Expand Personalization and Data Access, Raising Privacy and Integrity Risks
Google is rolling out AI Mode personalization that can connect Google Search to Gmail and Google Photos for opt-in users, aiming to deliver more tailored results based on personal context. The feature is positioned as “secure” and is initially available via Labs for Google AI Pro and AI Ultra subscribers (with limited account eligibility), with Google stating the system processes data for specific prompts and does not directly train on a user’s inbox or photo library; the change nonetheless increases the amount of sensitive personal data that can be accessed during AI-assisted search workflows.
OpenAI is testing an upgrade to ChatGPT Temporary Chat that keeps the session from being saved to history or used for model improvement, while still allowing personalization signals (e.g., memory/style preferences) to apply—alongside a stated retention window where OpenAI may keep a copy for up to 30 days for safety. Separately, researchers and commentators warned about an “Ouroboros effect” where ChatGPT may cite AI-generated repositories such as xAI’s Grokipedia, increasing the risk of misinformation loops and “content traps” if AI systems do not rigorously vet sources, potentially degrading trust and decision-making even without direct training on the cited content.

Get ahead of threats like this
Mallory correlates global threat intelligence with your attack surface — know if you’re exposed before adversaries strike.
How this story unfolded
3 events from the most recent confirmed update back to the earliest known activity.
Reports raise concerns over ChatGPT citing xAI's Grokipedia
Observers reported that ChatGPT was occasionally citing Grokipedia, an xAI-associated repository of AI-written entries, particularly on obscure topics. The reports raised concerns about AI-to-AI citation loops spreading inaccurate information, while noting that neither OpenAI nor xAI had formally responded.
OpenAI tests upgraded ChatGPT Temporary Chat personalization
OpenAI began testing an upgrade to ChatGPT's Temporary Chat mode so sessions can use personalization signals such as memory, chat history, and style preferences without affecting the user's account history. The company also indicated users could disable this access and that temporary chats may still be retained for up to 30 days for safety purposes.
Google expands AI Mode with Gmail and Photos personalization
Google expanded its opt-in "Personal Intelligence" capability into AI Mode in Search, allowing eligible users to connect Gmail and Google Photos to personalize results. The company said the feature uses Gemini 3, excludes Workspace business and education accounts during the experimental phase, and does not directly train on users' inboxes or photo libraries.
Related entities
Vulnerabilities, threat actors, malware, products, organizations, and breaches Mallory has linked to this story.
Sources
3 references tracked. Mallory keeps watching after this page renders.
Google ties AI Search to Gmail and Photos, raising new privacy questions - Help Net Security
helpnetsecurity.com
Open sourceThe Ouroboros Effect: Is ChatGPT Citing Elon Musk’s AI-Generated Grokipedia Into a "Content Trap"?
securityonline.info
Open sourceChatGPT Temporary chat feature is getting a much-needed upgrade
bleepingcomputer.com
Open sourceSee the full picture, correlated to your attack surface.
Map indicators from this story to your assets and identify affected systems in minutes.
Every observed campaign, victim, and pivot linked to actors named in this story.
Malware, exploits, and IOCs connected to the activity described here.
YARA, Sigma, and Snort rules deployed to your SIEM as soon as they’re published.
Get matching new stories delivered to your team as they break — not the next morning.
Ask questions about this story and take action on the answers.


