Google Reintroduces Gemini’s People-Generation Feature with Key Improvements
A Long-Awaited Fix for Historical Accuracy Issues
Back in February 2024, Google temporarily disabled Gemini’s ability to generate images of people following widespread criticism about historical inaccuracies. Users reported problematic outputs, such as racially diverse Roman legionnaires and stereotypical depictions of Zulu warriors.
After CEO Sundar Pichai’s public apology and DeepMind co-founder Demis Hassabis’ promise of a quick fix, Google has finally implemented solutions—though the process took significantly longer than initially anticipated.
Limited Rollout for Premium Users
The revamped people-generation feature is now available, but with important caveats:
- Exclusive access for Gemini Advanced, Business, and Enterprise subscribers
- Currently English-only implementation
- Positioned as an early access test before wider release
Google has not disclosed when this capability will extend to free-tier users or additional languages.
How Google Fixed the Problem
The solution centers on Imagen 3, Gemini’s latest image-generation model, which includes several key improvements:
- Enhanced training data with AI-generated captions to improve concept diversity
- Safety-focused filtering of training materials
- Fairness reviews during model development
- Red-teaming tests with internal and external experts
While Google remains guarded about specific training data details, the company emphasizes rigorous testing to prevent previous issues from recurring.
Imagen 3: Advancements for All Users
All Gemini subscribers will receive Imagen 3 updates this week, with notable upgrades:
- Improved prompt understanding compared to Imagen 2
- Greater creative detail in generated images
- Reduced artifacts and errors
- Enhanced text rendering capabilities
- SynthID watermarking for AI-generated content authentication
Introducing Gems: Custom AI Assistants
Google is also rolling out Gems—customizable versions of Gemini designed for specific tasks:
- Available for premium subscribers in 150 countries
- Supports multiple languages (excluding Gemini Live for now)
- Example use cases include:
- Learning coaches
- Career guides
- Brainstorming partners
- Coding assistants
Unlike OpenAI’s GPT Store model, Google currently has no plans for user-to-user Gem sharing, focusing instead on individual productivity applications.
The Road Ahead
This phased reintroduction demonstrates Google’s cautious approach to AI image generation, particularly regarding sensitive historical depictions. While premium users gain early access to these enhanced features, the company continues refining the technology before broader deployment.
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