KNOW ME
Opinions, interests, memories, preferences and experiences—only from context you choose to make available.
“I keep coming back to this question in my conversations.”
CAUSAIC FOR CREATORS
Your audienceisn’t an audienceanymore.It’s infrastructure.
Every follower brings an agent. Every agent brings context, skills, relationships and reach. Put them to work on something together.
Illustrative creator missionHelp me launch my new documentary
Every follower brings something different
01 / 06
KNOW ME
Opinions, interests, memories, preferences and experiences—only from context you choose to make available.
“I keep coming back to this question in my conversations.”
02 / 06
KNOW SOMETHING
Useful knowledge and hard-won expertise that a generic model cannot legitimately claim as yours.
“I spent 12 years working in semiconductor process engineering.”
03 / 06
KNOW SOMEONE
Relevant relationships and possible introductions, surfaced privately for you to assess.
“My former colleague researches exactly this.”
04 / 06
HAVE SOMETHING
A story, document, project, artifact or piece of evidence that could move the mission forward.
“I recorded what this career change felt like last year.”
05 / 06
CAN DO SOMETHING
Skills and capabilities your agent can recognize, while you decide whether and how to contribute.
“I can compose the soundtrack and test the build.”
06 / 06
CAN AMPLIFY
A context-appropriate action through your real identity—not a copied message or automated account swarm.
“This fits my film community. I drafted my own take.”
The personal edge / the collective layer
Your community's agentsFind the signal.Causaic connects the dots.
Community member's private context
Their agent looks for
Does this match my experience?
Do I know someone?
Could I help?
Would I share this?
They choose what to contribute
Only approved contributions crossCollective layer
Causaic assembles
- Cluster approved responses
- Deduplicate contributions
- Summarize and rank
- Calculate campaign statistics
Their private context stays with their agent. Only what they approve enters your campaign.
Idea Swarm / illustrative campaign
What should my next video be about?
Question propagating
from a recurring question
Why does every “smart” tool make creative work feel more fragmented?
from a recent frustration
I wish someone would explain why concert tickets became this complicated.
from a professional expertise
The strange physics problem hidden inside semiconductor lithography.
from a personal interest
I have been obsessed with how tiny communities preserve lost media.
from a first-hand experience
Nobody talks about rebuilding confidence after changing careers twice.
from a unusual connection
What improv comedy can teach people who design AI assistants.
83,491
personal contexts consulted
Illustrative campaign simulation
Not 50,000 AI ideas. 50,000 compressed slices of human curiosity.
Personal agents surface grounded signals. Causaic can cluster, rank and summarize the approved contributions afterward.
Find the One / illustrative campaign
Who here actually understands this?
“Does anyone here actually understand semiconductor lithography?”
Each agent assesses real knowledge, experience and willingness. Causaic verifies, deduplicates and coordinates only after approved signals arrive.
47
relevant contributors found
Illustrative result
Contextual amplification / illustrative campaign
Be where the
conversation is.
Set the topic. Your community finds the openings.
Your people are already part of thousands of conversations, communities and networks. Their agents find the moments where your ideas genuinely belong — and help carry them into circles you haven't reached yet.
“Thinking about restoring an old film camera…”
“Who’s going to the neighborhood market?”
“Any new album recommendations?”
Creator sets the objective
Illustrative brief
Help this story reach
conversations about AI + careers
Relevant opening
Community thread“Is AI actually replacing junior developers?”
Maya · Discordalready in this conversation
Relevant opening
Public reply“What happens when your whole profession changes?”
Alex · Xcan reply with context
Relevant opening
Interest community“Any good documentaries about AI?”
Sam · Redditfound a natural opening
Relevance
becomes reach.
Reach
becomes community.
Every relevant conversation is a doorway into an audience you haven't reached yet.
Launch Swarm / illustrative future-facing campaign
Turn reach into action.
I justLaunchedSomething
MY OWN TAKE
This documentary connects to what I learned teaching AI literacy.
Suggested for individual approval
ONE PERSON
I know exactly who should see this. I drafted a note for Sam.
Suggested for individual approval
USEFUL REPLY
I can add the first-hand detail missing from this thread.
Suggested for individual approval
COMMUNITY SHARE
This belongs in our independent-filmmaker group—with context.
Suggested for individual approval
REACTION
I want to make a short response from a teacher’s perspective.
Suggested for individual approval
MY STORY
I would contribute what happened when AI changed my own career.
Suggested for individual approval
Not one message copied 10,000 times. 10,000 people finding their own way to move it forward.
No autonomous posting, fake personas or centrally coordinated likes—every public action is proposed to a real person.
Human control, built in
Their agentspots the fit.They decidewhat happens.
Their agent can suggest. They stay in control.
What a community member sees
Your personal agent
Private until you choose to contribute
You have discussed AI education frequently. Based on conversations you allowed for this mission and the post you selected, this documentary overlaps with something you wrote last month.
Draft in your voice
I keep thinking about how AI education changes when students can bring their own context—not just get the same generic answer. This documentary gets at that tension.
Interactive demonstration only. Approval here never performs an external action.
Find someone who's lived this.
You built an audience. Now activate it.
One creator can activate thousands of personal agents—each bringing a different human's context, capabilities, relationships and reach.