ChatSaid Logo

ChatSaid

AI-Enhanced Innovation Lab

"Well, chat said..." — and the ideas kept coming

Where AI meets
audacious ideas

A portfolio of AI-enhanced projects spanning mental health, civic technology, democracy tools, and far-out computing concepts.

Live
Kindline Logo

Kindline

Say what you mean, kindly

AI-powered relationship communication that transforms raw feelings into aligned messages using Gottman Method science.

RelationshipsCommunicationGottman Method
Launch
Live
Schema Explorer Logo

Schema Explorer

Understand your patterns

Young Schema Therapy questionnaire for identifying core emotional patterns and early maladaptive schemas.

Schema TherapySelf-awarenessPatterns
Launch
Live
Mindlight Logo

Mindlight

Present moment awareness

ACT-based tool for psychological flexibility, values clarification, and mindful acceptance.

ACTMindfulnessValues
Launch
Research

Fractal Tape

Local-first retrieval layer

A tiny, local-first retrieval layer that turns text into glyph tokens and stores them on an addressable "tape" using Sierpiński depth for efficient querying.

FractalsRetrievalLocal-first
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Research

Glyph Drive 3D

Fractal-addressable memory

A fractal-addressable memory system built on the Császár polyhedron. Triangular glyph cells scale infinitely via subdivision on a toroidal surface.

FractalsMemory3D Geometry
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Research

Glyph Core

Computational substrate

A new computational substrate: memory, addressing, and computation unified in a single living fractal structure with read/write head scanning.

ComputationFractalsMemory
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Research

DR Cursored

Development health toolkit

The ultimate debugging and development health toolkit for modern web projects. Universal health checks, smart cleaning, port management, and powerful debugging tools.

DebuggingDevelopmentHealth Checks
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Research

Temporal Glyph Operator

Time-based glyph operations

Advanced TypeScript implementation for temporal operations on glyph-based data structures.

TypeScriptTemporalGlyphs
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Research

Rabbit Hole

AI-powered exploration tool

A rabbit hole exploration web tool with AI analysis for deep-diving into topics and concepts.

AIExplorationAnalysis
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Research

Middle Ground

Team management for clarity

A team management app built for clarity and efficiency in collaborative environments.

Team ManagementCollaborationEfficiency
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Research

Common Sky

Tools for new democracy

Website and tools designed for a hypothetical new democracy for Gaza - exploring civic technology.

DemocracyCivic TechGovernance
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Research

Hyperfurl

See the sound, hear the image

Experimental multimedia tool that explores synesthetic experiences between sound and visual elements.

MultimediaSynesthesiaExperimental
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Research

Cyberstate

Sci-fi style MLS search

A futuristic, sci-fi styled MLS (Multiple Listing Service) search interface experiment.

UI/UXSci-fiSearch
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Research

Good Game

Spoiler-free game reviews

Was the game worth watching? Find out without spoilers! A tool for evaluating entertainment value.

ReviewsEntertainmentSpoiler-free
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Research

Paycheck2Pay

Contribution calculator

How much do you really contribute? A tool for calculating and visualizing personal economic impact.

EconomicsCalculatorImpact
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Research

MechCrew

Multiplayer AI creation

MechCrew - Multiplayer AI creation engine experiment for collaborative AI development.

AIMultiplayerCollaboration
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Research

Abby

Dashboard tool

A dashboard tool for data visualization and management interfaces.

DashboardDataVisualization
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Research

Vibe Cherry

Make apps in seconds

Vibe Cherry deployment - make your own apps in seconds! Rapid application development tool.

Rapid DevelopmentAppsTools
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Research

Strong Sketch

Strategic project planning

Helps you sketch project goals into structured strategies — then proves their integrity with logic packs and code audits.

StrategyPlanningLogic
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Research

Glyphd

AI workflow management

Purpose-built for complex AI workflows. Maintain project context, track decisions, and preserve memory across large-scale AI-guided projects.

AI WorkflowsContextMemory
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Research

GPT Conversation Miner

Research compilation tool

Windows-first toolkit that mines PDFs and GPT chat exports for verbatim quotes, builds research compilations, and reconstructs app/tool ideas.

ResearchMiningCompilation
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Research

Crash Rewind

Deterministic crash reproduction

Deterministic crash repro + triage for mobile teams. Turn mobile crashes into one-click, deterministic replays in emulators.

DebuggingMobileReproduction
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Research

Fractal Video Tape

Revolutionary video codec

FVT — Fractal Video Tape: Revolutionary codec using glyph-addressed quadtree tiles with Haar wavelets. Progressive streaming over WebSocket.

Video CodecFractalsStreaming
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The "Chat Said" Origin

From a casual conversation to a portfolio of innovation

ChatSaid began as a dialogue — not about one topic, but about everything that connects them. Through conversation, ideas found structure. Feelings found language. Research became design.

At first, it meant exploring how AI could support emotional clarity and mental health. That same reflective process soon evolved into an engine for invention — uncovering links between therapy, cognition, computation, and creativity itself.

Each project here grew from that simple exchange: human curiosity meeting machine attention. What if we mapped emotion like code? What if insight could be rendered as architecture, or empathy as interface?

ChatSaid is the root system. A portfolio of experiments in thinking — spanning psychology, design, and speculative computation — all guided by one principle:

Everything begins with what chat said.

The Philosophy

AI isn't a replacement for human expertise, creativity, or judgment. It's a thought partner— exceptional at pattern recognition, synthesis, and rapid iteration. Used thoughtfully, it accelerates exploration and makes ambitious projects tractable for small teams (or individuals).

These projects demonstrate what's possible when human vision meets AI capabilities. Some are practical tools ready for use today. Others are research provocations, asking "what if?" Call it a lab, a portfolio, or an ongoing experiment in AI-enhanced innovation.

Important Context

Therapy tools are educational resources and skill-practice aids, not substitutes for professional mental health care. If you're in crisis, contact emergency services or a crisis hotline.

Civic/democracy tools are experimental and should inform—not replace—rigorous policy analysis and community deliberation.

Research projects are conceptual explorations, not production systems. They're meant to provoke thought and invite collaboration.