Overview
This release delivers significant enhancements to our AI-powered workplace productivity platform, with major improvements to Deep Research Assist, meeting functionality, and overall system performance. Key highlights include the introduction of advanced follow-up processing, enhanced meeting bot capabilities, user notification controls, and numerous UI/UX refinements across the platform.
🔍 New Features
Advanced Follow-Up Processing
Enhanced AI Response Speed and Accuracy
- Implemented parallel processing for follow-up queries using Cerebras acceleration
- New intent checking system determines when to use previous context vs. perform fresh searches
- Significantly reduced response times by eliminating 5-7 second bottlenecks in follow-up interactions
Chat with Meetings
Interactive Meeting Analysis
- Added the ability to chat directly with meeting transcripts and recordings
- Ask questions about specific meetings and get AI-powered responses
- Integrated across both frontend and backend systems for seamless user experience
User Notification Controls
Granular Notification Management
- New per-user settings to control notifications via Slack, email, and other channels
- Customize notification preferences for different features and apps
- Reduces notification fatigue while maintaining important updates
Advanced Workflow Testing
Test Features
- Added comprehensive testing interface for Deep Research Workflows
- Users can chat with execution logs to identify what worked or failed
- Provides detailed feedback for workflow optimization before scheduling
🛠️Major Improvements
Deep Research Assist Enhancements
Comprehensive UI and Functionality Overhaul
- New tabbed interface with Answer, References, and Reasoning tabs
- Progressive loading indicators showing real-time processing steps
- Stop button functionality to halt ongoing research processes
- Browser notifications with direct links to completed reports
- Improved formatting with better handling of tables, lists, and text structure
- Follow-up capabilities allowing continued conversation with research reports
Meeting Bot Reliability
Enhanced Meeting Integration
- Fixed critical issues with bots not joining scheduled and ad-hoc meetings
- Resolved Zoom-specific connection problems affecting transcript generation
- Improved meeting URL handling and error page resolution
- Enhanced notetaker functionality for various meeting platforms
Search and Assist Performance
Speed and Reliability Improvements
- Integrated Cerebras acceleration for faster query processing
- Reduced Time to First Token across search and assist functions
- Enhanced query routing between standard search and deep research modes
- Improved handling of complex queries and large datasets
⚡Performance Enhancements
AI Processing Speed
- Cerebras Integration: Implemented Cerebras acceleration for Stage 1 prompts across search and assist functions
- Parallel Processing: New follow-up flow processes multiple operations simultaneously
- Reduced Latency: Significant improvements in query response times
System Reliability
- Fallback Systems: Added Gemini backup for token limit scenarios in operations
- Error Handling: Enhanced error recovery and processing continuation
- Resource Optimization: Improved handling of large datasets and complex queries
🐞Bug Fixes
Meeting Functionality
- Fixed Zoom transcript issues: Resolved problems where meeting tiles disappeared and transcripts weren't generated after leaving recordings
- Corrected bot joining failures: Addressed Recall API errors preventing bots from joining meetings
- Resolved extension conflicts: Fixed side panel failures when users weren't logged into LinkedIn
- Meeting URL errors: Eliminated error pages for valid meeting URLs
Collection Management
- Item count synchronization: Fixed delays in collection folder item counts after adding or removing files
- Reference handling: Corrected issues with collection references not opening specific notes/cards
Pricing and Display
- Updated pricing information: Corrected upgrade plan displays showing outdated $9/mo instead of current $15/mo pricing
- UI consistency: Resolved various display and formatting inconsistencies across components
Deep Research Assist
- Email notifications: Fixed broken images and formatting in DRA email notifications
- Reference links: Resolved duplicate and incorrectly formatted reference links
- Processing states: Fixed issues with blank UIs and interrupted streaming responses
- Tab functionality: Corrected tab state management and content display problems
🪄UI/UX Improvements
Deep Research Interface
- Progressive disclosure: Step-by-step revelation of reasoning processes instead of bulk loading
- Better loading states: Contextual messages and shimmer effects during processing
Navigation and Interaction
- State preservation: Deep Research responses maintain state when switching between apps
- Enhanced accessibility: Improved keyboard navigation and screen reader support
Reference and Citation Display
- Clickable references: Made reference cards interactive in assist responses
- Improved formatting: Better display of citations, links, and source materials
- Consistent styling: Unified appearance across different content types and sources
These release notes cover all major changes deployed between July 19 and 30, 2025. For technical support or questions about these updates, please contact our system administrator or support team.
