What we found, before we shipped it.
Research notes and essays on model behaviour, evaluation, and the interfaces people actually use.
Why Anonymous Messaging Needs Better Moderation in 2026
15 Jun 2026 · 8 min · Aditya Shankar Naidu
Anonymous apps are booming — but moderation hasn't kept up. Here's what needs to change.
Why Anonymous Messaging Needs Better Moderation in 2026
Anonymous apps are booming — but moderation hasn't kept up. Here's what needs to change.
15 Jun 2026 · 8 min
How We Build Safety and Privacy Into the Research, Not On Top of It
How research-first thinking keeps user data protected at every level.
10 Jun 2026 · 6 min
How HushSafe Detects Nuanced Harm Better Than Traditional Tools
Context matters. Our hybrid human+AI approach catches what keyword filters miss.
05 Jun 2026 · 10 min
Building Ethical AI Companions: Lessons from HushAI
Safety-aligned AI isn't just a feature — it's a design principle.
28 May 2026 · 7 min
Dating in the Age of Deepfakes & Privacy Concerns
Modern dating demands new safety primitives. Here's how HushDate approaches it.
20 May 2026 · 9 min
The Enterprise Moderation Playbook for 2026
A practical framework for scaling Trust & Safety without linear headcount growth.
12 May 2026 · 11 min
Why On-Device AI Is the Future of Private Companions
Cloud-only AI companions harvest data. On-device inference puts users back in control.
05 May 2026 · 7 min
Building Appeal Flows That Actually Build Trust
False positives destroy communities. Transparent appeals are a product feature, not a legal checkbox.
28 Apr 2026 · 8 min
Why Shared Research Beats Siloed Product Teams
Safety, intelligence, and connection work better when the products share research and infrastructure.
15 Apr 2026 · 6 min
Consent-First UX Patterns for Modern Dating Apps
Progressive reveal, location fuzzing, and explicit consent flows users actually understand.
08 Apr 2026 · 9 min
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