Release notes 9/15/25

Release Notes - September 15, 2025

Summary

This release delivers substantial improvements to platform usability and data handling across Aiceberg. The Playground now operates on our new API infrastructure, and we've resolved critical issues with PII redaction and data display. These updates reflect our commitment to building enterprise-grade AI security infrastructure that scales with your organization.

API Changes

Output-Only Mode: The event analysis API now supports providing only an output for analysis scenarios where the prompt is not available, expanding flexibility for post-hoc security analysis and compliance scanning.

New Features

Enhanced Collections Management

Drawer-Based Navigation: Collection selection and management now uses a streamlined drawer interface, reducing context switching and improving workflow efficiency when organizing and running security tests.

CSV Import Improvements: The CSV status indicator now functions as a clickable button that navigates directly to the import history page, making it easier to review and troubleshoot data imports.

Bulk Operations: Bulk delete operations have been moved to the top right for consistency with enterprise application conventions, and CSV status displays only when import history exists.

Improved User Management

Display Name Priority: The platform now displays user first and last names (when available) instead of email addresses, creating a more professional experience for security teams and administrators.

Alphabetized Listings: User lists are now automatically sorted alphabetically for easier navigation in organizations with large security teams.

Full-Screen Layout: User management pages now utilize full-screen layout, providing more space for managing permissions and role assignments.

Improvements

Playground Modernization

Profile Deletion Safeguards: Users can no longer enter prompts in the Playground when viewing deleted profiles, preventing confusion and invalid test submissions.

PII Redaction & Privacy

Listen Mode Redaction: Resolved critical issue where private information wasn't being redacted in Listen mode when prompts weren't sent to the LLM, ensuring consistent data protection across all monitoring modes.

Named Entity Display: Fixed rendering issues where named entities were displaying on top of redacted content, maintaining proper privacy controls throughout the interface.

Monitoring Enhancements

Session Visualization: Session view now maintains proper tab highlighting when navigating between conversation threads, making it easier to track context across multi-turn interactions.

Attack Vector Accuracy: Resolved discrepancies between Overview charts and Monitoring views for attack vector flags, ensuring consistent security posture visibility.

Cannon Integration: Fixed issue where Cannon runs were missing prompt details, restoring complete visibility into batch security testing results.

Performance & Reliability

Data Handling: Improved handling of null-type probabilities in signal detection, preventing crashes when analyzing edge cases in model outputs.

Lambda Deployment: Added provisioned Lambda deployment option for CAM services, improving response times and reducing cold start latency for high-volume deployments.

Bugs Fixed

Resolved issue where Overview charts weren't matching Monitoring data for attack vector flags
Fixed missing highlight shading on Monitoring tabs that made it difficult to identify the current view
Corrected prompt details left-justification alignment in test environment
Eliminated issue where Collections list wasn't showing proper highlighting to match other list pages
Fixed long email addresses overflowing or malforming text boxes in User Management modals
Fixed retry logic for pending Cannon runs that was creating duplicate test executions

UI/UX Refinements

Visual Consistency:

Standardized disabled field indicators across all forms
Re-centered "no items found" messages throughout the platform
Fixed tooltip alignment on Cannon run displays
Adjusted settings menu width to prevent unnecessary horizontal space

This release represents significant progress in platform maturity, particularly around user management, test automation, and data protection. The combination of PII redaction fixes and comprehensive test automation support demonstrates Aiceberg's readiness for enterprise-scale AI security monitoring.