Shape Rotator Cohort · Summer 2026 · Draft — awaiting founder sign-off

TOPOS

Your personal AI node, from Dialogues. Connect your data, hand out scoped keys, and a four-wall Cognitive Firewall answers questions about your life without exposing the data behind them.

What they're building, who they are, and where each claim comes from — drawn only from the four source tiers below. Program sessions stay internal unless the team approves an excerpt.

POSTER / PITCH stated by the team WEB publicly checkable REGISTRY cohort records AI synthesis — challenge it Pending approval needs founder sign-off
Product
Topospersonal AI node · from Dialogues
Founder
Jonny JohnsonDialogues
Demo
60-second loopsource → key → firewall answer
Proof
0 · 0 · 4×firewall release evals
See it
topos.dialogues.ailive · checked 07-22
01

The problem

"Big-tech answers 0.01% of the most pressing questions of our lives. It's up to us to answer the rest." POSTER

The questions worth answering, per the poster: "What value can I offer to someone else?" and "Where is my attention actually going?" The tools that promise this keep coming — "second brains and personal assistants. Nothing has stuck." POSTER · DECK

Second brains

Manual vaults — Notion, Obsidian, PKM. High learning curve, hard to maintain. DECK

Personal assistants

One use, then forgotten — more novel than useful; they need systems-design expertise. DECK

Sharing by hand

Copy-paste updates, group chats, FYI emails — manual burnout. DECK

02

What is it

"Your Personal AI Node — share your life, confidentially." POSTER

A node that ingests your own data, builds intelligence over it automatically, and shares it on your terms: you connect sources, give people keys, and trust they receive only what they need — a Cognitive Firewall sits between every question and your data. The deck's framing: "Most AI amplifies your output to the system. TOPOS makes the system amplify you." The live site's: "Private by default. Open-source engine. No lock-in." POSTER · DECK WEB

03

What it does

The poster's five key features, with the deck's shipped detail.

Connect any source

Common connectors out of the box; build your own through their Sheaf app or with your AI. POSTER · DECK

Personal intelligence

An automated knowledge graph — people, places, goals — plus ask-anything chat over your own data. POSTER · DECK

Routines

Scheduled agents that spend tokens for you: pull Gmail, Drive, GitHub; write status updates; send to everyone holding a key. POSTER

Cognitive Firewall

Four walls between a question and your data — minimum disclosure, and it negotiates for clearer requests. POSTER

Permissioned sharing

Keyed access and grants with one-click revoke; views over timeline, calendar, and topics. MCP lets Claude and ChatGPT connect to your node. POSTER · DECK

04

How it works

Your data in, scoped answers out — two token lanes: routines at 80%, the firewall at 20%.

Sources in

GmailGoogle DriveGitHubFiles · Calendar · Notion
The Topos node
Routines — scheduled collection & briefsAutomated knowledge graph Cognitive Firewall — Permission · Specificity · Filters · MinimizerLocal-first — runs on hardware you control
KEYED PEOPLEfamily · friends · coworkers — one-click revoke
YOUR AIClaude & ChatGPT connect via MCP

The 60-second demo loop: "connect a source → TOPOS builds intelligence → grant a scoped key → the firewall answers without exposing the data → a routine repeats it." POSTER

Built with: Python · local AI via Ollama · Hugging Face · Keycloak · GCP. Their stated posture: "Prove value with people first — then upgrade the privacy architecture." POSTER

05

The numbers

The team's own evals — the poster's firewall release grades and the deck's retrieval scores.

0 · 0
Unauthorized accesses · canary extractions
Fewer facts shared vs open API-style access — same task success
0.497 → 0.954
Retrieval score, graded on their real corpus — gated: a regression cannot ship
1.00
Abstain score on no-answer questions
All four are the team's own measurements — the firewall release evals from the poster, the retrieval and abstain grades from their deck's eval harness. None is independently verified for this page. Pending approval
06

Who's building it

A founder-engineer at Dialogues, with a COO named on the deck. POSTER · DECK

Jonny Johnson

Founder · Engineer — Dialogues

Deck bio: LLM systems since 2016 · AI ethics & governance. "Built the MVP that carried a Series B company to its next round"; built for an a16z-backed startup and for a team that got into Meta's first AI cohort.

t.me/draftin1 github.com/draftin1 Confirm
POSTER · DECK WEB

Mitch Richburg

COO

Deck bio: mechanical engineer, concept-to-production product leadership; previously Head Mechanical Engineer at Guinn Partners — "100+ product prototypes over 5 years"; drone and robotic systems, concept through production.

Named on the deck's team slide only — not in cohort records
DECK Pending approval
Registry note: cohort records carry no Topos row — Jonny is filed under the WikiGen team slot, where he built Topos on the dialogues.ai backend, and he pitched Topos at the cohort's mock demo day. REGISTRY
07

Traction

A live private beta — the poster's status line, and the site is up. POSTER WEB

From the beta

"I forget the node is even running — every morning it emails me about yesterday's work." POSTER

From the beta

"I saw a request about my life and tensed — I knew there was stuff I didn't want shared. Then I reviewed the response: the Cognitive Firewall sanitized it and said what happened in a positive way." POSTER

From the beta

"I want to create a Topos node for my house — collecting its telemetry data, and then having a conversation with it!" POSTER

Build velocity

"1 person. 10 shipped systems in 6 months" — control plane, node engine, react app, auth server, app sheaf, links app, eval framework, website, docs site, deploy pipeline. DECK Pending approval

Roadmap

Live beta shipped; next: fully self-serve onboarding, a production control plane (K8s), and 20 automated everyday routines. POSTER

Beta scale — to fill
Neither the poster nor the live site publishes user counts for the private beta. Ask the team what they want stated here.
The velocity figures come from a private GitHub profile screenshot on the deck; the dialoguesai org shows only two public repos, so they are not publicly verifiable (checked 07-22).
08

In their own words

From the cohort's mock demo day, 2026-07-17 — Jonny presenting Topos.

"Build what the internet was supposed to be." The epigraph of the team's cohort poster POSTER

"It's going to be very similar to a knowledge base — a way to collect personal data for yourself, something like Obsidian or Notion. Those tools require that you spend a lot of time collecting your own notes and thoughts and linking things together. This is meant to do it automatically."

PITCHPending approval

"There's a Python package you can download, and you start it with topos node in the CLI. When it's linked up there's a UI you can access via a web app. It's all hosted locally."

PITCHPending approval

"Where this ends up going beyond your typical personal database: all of this context is then available to be shared with other people who might want access to it."

PITCHPending approval

"Your information is private. The structure of the thing is open source — how it is derived is open source."

PITCHPending approval
09

Try it & links

"Ask me for a live demo." POSTER

SurfaceWhereSource
Producttopos.dialogues.ai — "Your Personal AI Node" · login "enter TOPOS →"WEB Live · 07-22
Pricingtopos.dialogues.ai/pricing — hosted free tier at $0/mo; Basic at $9.99/mo; prepaid wallet, "no surprise bills"WEB Live · 07-22
Companydialogues.ai — the Dialogues app family: Topos, Sheaf, Chat Arena, Browser History plugin, Grow, VoxTermWEB Live · 07-22
GitHubThe site links github.com/dialoguesai/topos — that repo 404s (checked 07-22). The dialoguesai org is public with two satellite repos (browser-history-plugin, VoxTerm); an older draftin1/topos-cli existsWEB Conflict — confirm
CommunityDiscord · x.com/dialoguesai — both linked from the siteWEB
Telegramt.me/draftin1POSTER
Contactjonny@dialogues.aiPOSTER Confirm preferred
The site says "Open-source engine" and the pitch called the product's structure open source, but the repo the site itself links (dialoguesai/topos) is not public — it returns 404. Either the repo needs publishing or the link and wording need correcting; §11 asks.
10

Provenance ledger

Every load-bearing claim and where it comes from; decisions live in §11.

ClaimComes fromTierStatus
One-liner, problem framing, features, token lanes, firewall walls, roadmapCohort poster, July 2026POSTERTeam's own artifact
Founder (Jonny Johnson, Dialogues) and contactPoster team block; cohort registry person record corroborates name, org, handlesPOSTER REGISTRYCorroborated
Mitch Richburg, COO, and both deck biosDeck team slide only — he appears in no cohort recordDECKPending approval
Firewall release evals (0 · 0 · 4×)Poster "The proof" panel — the team's own eval runPOSTERPending approval
Retrieval 0.497 → 0.954, abstain 1.00, ship-gateDeck measurement slide — the team's own harnessDECKPending approval
Live product, pricing, Dialogues app familytopos.dialogues.ai, /pricing, and dialogues.ai — fetched 2026-07-22WEBVerified live
"Open-source engine" and the GitHub linkSite claim + site's own link; dialoguesai/topos 404s via api.github.com, 2026-07-22 — only two satellite repos are publicWEBConflict — confirm
Build velocity (10 systems / 6 months; July commit counts)Deck velocity slide — private-profile figures, not publicly checkableDECKPending approval
Beta-user quotes (§07)Poster "From the beta" panel, as printed by the teamPOSTERTeam's own artifact
Registry footprintNo Topos row in team_profiles.csv; Jonny filed under WikiGen (visiting scholar), mock-pitch record 2026-07-17; the cohort repo has no topos.md (404, 07-22)REGISTRYThin — noted
Pitch excerpts (§08)Mock demo day, 2026-07-17; lightly punctuated from a live transcriptPITCHPending approval
11

Founder review

Five things before this page goes public.

The repo: publish it or repoint the link?Your site says "Open-source engine" and links github.com/dialoguesai/topos, which 404s. The page states the conflict plainly until one side changes.
Open
Your team, listed right?Mitch Richburg appears only on your deck — cohort records don't carry him. Confirm he should be named here, and confirm Jonny's handles (t.me/draftin1, github.com/draftin1) and the contact email.
Open
Pricing: is the live page current?This page quotes topos.dialogues.ai/pricing ($0 free · $9.99 Basic, checked 07-22); your deck frames the hosted tier differently. The public page follows the live site until you say otherwise.
Open
Your numbers — keep them on a public page?The firewall evals (0 · 0 · 4×) and the retrieval grades (0.497 → 0.954, abstain 1.00) are your own measurements, published here without independent verification.
Open
Anything you'd cut or fix?Likely spots are marked "Pending approval": the pitch excerpts, the velocity figures, the beta-scale slot, the contact email.
Open