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October 22, 2025

Key Discussions

Form Spam Filtering Product

A new product idea emerged to address AI-generated spam submissions on website forms. The discussion was sparked by a real business problem where legitimate customer inquiries are getting lost among 10-15 daily spam submissions.

Key insights: - Current solutions like Google Captcha aren't effectively blocking AI-generated content - Opportunity for a middleware classifier that tags spam-like submissions - Could include UI for triaging and training the system - Market research suggests existing form platforms don't offer this capability - Initial development work has already begun

Project Updates

New Experiment: Form Spam Filter

Early-stage development started on an embeddable form spam filtering solution. The project aims to create a plugin-style service that can integrate with various form platforms to automatically detect and filter out AI-generated spam submissions.

Technical Highlights

  • Identified gap in current form platform spam protection
  • Concept for ML-based classification system with human feedback loop
  • Focus on embeddable/plugin architecture for broad compatibility

Resources Shared

  • ChatGPT research conversation exploring existing solutions
  • Initial prototype development in progress

Themes & Insights

The discussion highlights growing challenges with AI-generated content in business communications, creating opportunities for AI-powered solutions to filter AI-generated spam - an interesting meta-application of the technology.