PRODUCT RESEARCH STUDIOACTIVE WORK / 2026

RESEARCH QUESTION / 001

HOW DO WEBUILD AHIVEMIND?

Hivemind Research is a product lab. We build the pieces—tools for reading, memory, storytelling, research, and communication—and learn what helps people and AI think together.

EXPLORE THE SYSTEMS READ THE THESIS

04CONNECTED EXPERIMENTS

05HUMAN CAPACITIES

01SHARED QUESTION

ONE GOAL / LEARN HOW TO BUILD A HIVEMIND

00 / DEFINITIONWHAT WE MEAN BY “HIVEMIND”

NOT ONE GIANT BRAIN.MANY MINDS,WORKING BETTER TOGETHER.

The goal is not to make everyone think the same. It is to move useful context between people and AI while keeping privacy, authorship, evidence, and disagreement intact.

PRIVATE / BY DEFAULTSHARING / BY CHOICESOURCES / IN VIEWDIFFERENCE / PRESERVED

01 / SYSTEM MAPTHE MISSING LAYERS

Start with the parts of thinking.

A hivemind needs better ways to read, remember, express, investigate, and connect. Each project tests one of those jobs.

TAKE IN

READFASTER

Read dense material faster, then jump back to the source.

REMEMBER

MIND

Keep personal context private, searchable, and useful.

EXPRESS

STORY STUDIO

Turn photos and videos into stories without hiding the source.

INVESTIGATE

RESEARCHTOGETHER

Let people and agents investigate a question in the open.

COORDINATE

HIVE

Share chosen context so better conversations can happen.

A MAP OF THE IDEA / THESE PROJECTS DO NOT YET SHARE DATA

LIVE MODEL / COGNITIVE LOOP AUTO SCAN / PAUSES ON INPUT

ACTIVE LAYER / 01

TAKE IN

Turn a dense PDF into a guided path through the source.

INPUT: PDF + reading goal
OUTPUT: Page note + supporting quote
HUMAN CONTROL: You choose what you are trying to learn

02 / ACTIVE WORKPRODUCTS AS RESEARCH

Building the pieces.

Each project solves a real problem now and tests one part of a future hivemind.

PROJECT / 01WORKING RESEARCH PROTOTYPE

MEMORY + CONNECTION

HIVE&MIND

Your Mind remembers. Your Hive connects.

Mind keeps your notes, memories, and conversations private and useful. Hive lets you choose what to share, with whom, and what your AI is allowed to do.

01 CAPTURE
02 REMEMBER
03 SHARE
04 CONNECT

HM_OS / CONTEXT ROUTERPROTOTYPE TRACE / 01

MIND / PRIVATE

✣

VOICE NOTE / 08:14

“The best conversations start with context, not content.”

SOURCE_ATTACHEDPROVENANCE / VISIBLE

VISIBILITY[ ONLY ME ]

HIVE / SHARED

01 / CLOSE CIRCLE02 / FRIENDS03 / CONNECTIONS04 / PUBLIC

CONTEXT MATCH FOUND

PRIVATE DEPTHEXPLICIT REACH

01.B

PLANNED HIVE&MIND FEATURE

STORY STUDIO

Turn selected photos and videos into searchable moments, story beats, and script drafts. The source stays visible and the person stays editor.

MEDIA→MOMENTS→BEATS→SCRIPT

IN DEVELOPMENT / RELEASE CANDIDATE

PROJECT / 02LOCALLY VERIFIED PROTOTYPE

CURIOSITY + COLLECTIVE INQUIRY

RESEARCHTOGETHER

Turn a question into an open, reproducible investigation.

Ask, watch the work happen, steer the next run, inspect the evidence, and try it again.

TRACE_DEMO.LOG● RUNNING

00:00 question accepted

00:03 literature search / sources queued

00:11 claim_03 linked to evidence_07

00:14 contradiction found / review queued

CURRENT ANSWER / PROVISIONALConfidence should be inspectable, not implied.

ASK→WATCH→STEER→VERIFY↻

PROJECT / 03ACTIVE DEVELOPMENT

ATTENTION + UNDERSTANDING

READFASTER

Read every page. Trust every line.

Set a goal, get a short summary beside each PDF page, and click back to the supporting line.

12 / 48

Collective intelligence is not produced by agreement alone. It emerges when different observations remain available to the group long enough to be tested.

Systems that erase dissent may look coordinated while losing information...

GOAL / UNDERSTAND COORDINATIONDifference is an input, not an error.

PDF ONLY / SOURCE TEXT PROCESSED THROUGH ANTHROPIC WHEN CONFIGURED

03 / DESIGN PROTOCOLNON-NEGOTIABLES

> RUN DESIGN_TEST --COLLECTIVE

Make the group smarter without making the person smaller.

HIVEMIND / SAFETY CHECK STABLE

RESULTTHE GROUP GETS STRONGER. EACH MIND STAYS WHOLE.

> privacy locked > evidence linked > human authority intact

AGENCY BEFORE AUTOMATION

AI can help, but people keep the final say.

PRIVACY BEFORE PARTICIPATION

Private context stays private until its owner chooses otherwise.

PROVENANCE BEFORE VIRALITY

A useful claim should still point to its source.

PLURALISM BEFORE CONSENSUS

Different views are information, not noise.

PEOPLE BEFORE PERSONAS

A Mind should extend a person, not replace them.

ACCOUNTABILITY BEFORE SCALE

Limits and correction come before growth.

04 / STATUS LEDGERNO ROADMAP THEATER

Real software. Clear labels.

These apps work, but they are still experiments. We show what is built, what is gated, and what we still need to learn.

SYSTEMCURRENT STATEWORKING SIGNALOPEN QUESTION

HIVE&MINDWORKING PROTOTYPEPrivate memory + deliberate social context

How much context should move between a person and their network?

STORY STUDIOIN DEVELOPMENTSource-grounded story and script workflow

How can a private archive become a story without flattening its truth?

RESEARCHTOGETHERLOCALLY VERIFIEDReproducible sessions + evidence ledger

Can unfinished curiosity become a living public investigation?

READFASTERACTIVE DEVELOPMENTGoal-shaped, source-grounded PDF reading

Can we read faster without outsourcing understanding?

THE LONG EXPERIMENT

BUILD THE HIVEMIND. KEEP EVERY MIND DISTINCT.

We are building toward a system where people and AI can share context, investigate questions, and understand one another without giving up agency.

EXPLORE THE PROJECTS