Product Manifesto
Three applications. One thesis. Every AI system that generates claims, drafts content, or surfaces evidence should be able to prove every assertion it makes. We built that. Not as an add-on. As the foundation.
The Thesis
In 2026, AI apps are everywhere. But almost none of them can tell you whether what they just told you is true. They generate. They do not verify. This is the gap we exist to close.
It drafts an email. It writes a research summary. It generates a social media post. But it cannot tell you which of the claims in that output are supported by evidence, which are plausible inference, and which are hallucination. The operator has to verify everything manually — which defeats most of the value.
Every claim is traced to a canonical source. Every numerical figure is SHA-256 anchored to a dated, timestamped original. Every draft is scored against a truth-gate before it leaves the system. The operator sees not just the output but the evidence chain behind every sentence. This is not a feature. It is the product.
The Moat
Each app attacks a different layer of the same problem: how do you ship AI that the world can trust?
michaeldariuseastwood.com
Not a blog. A cryptographic proof-of-priority platform. 37 original concepts. Every claim timestamped and SHA-256 anchored. 1-in-536-million statistical proof. 29:0 adverse-to-void pipeline. The public-facing evidence that backs everything else.
Moat: Impossible to fake. Every claim is independently verifiable by any third party with the SHA-256 hashes and Google-server-timestamped originals.
eden-promotion
A private command surface for compliant outreach. Drafts are generated but never auto-posted. Every claim in every draft is verified against the canonical evidence store before it reaches the operator. Manual handoff is the default. Compliance is not a setting — it is the architecture.
Moat: The only promotion tool that can prove every claim it makes about you. No AI hallucination reaches an inbox or a timeline.
eden-control
Live swarm health across 3 machines, 28 lanes, 1,219 enforced gates. Not a static dashboard — a living pulse of the entire Eden operating system. Gateway status, constitutional daemon, mem0 memory, git drift, lane activity. If something is wrong, you see it here before it becomes a problem.
Moat: The only operations surface purpose-built for governing a multi-machine AI swarm with constitutional enforcement.
The Beliefs
Alignment is not enough. You can align a model to its operator's intent and still have it generate false claims about the operator. The missing layer is verification — the ability to trace every assertion to independent evidence. We built that layer.
You should not need a university affiliation or a corporate budget to run a truth-gated research programme, a verified promotion pipeline, or a governed AI operations surface. We built all three. For one person.
If your claims can survive adversarial cross-examination, they are probably true. We apply litigation-grade verification (SHA-256 anchoring, canonical register, independent T5 verification) to research claims, not just legal filings.
ADHD and autism are not deficits to accommodate — they are cognitive architectures that excel at synthesis, pattern recognition, and deep focus. Standard productivity tools fight these tendencies. Our tools are designed to work with them: single-focus surfaces, verification-as-scaffolding, visual proof chains.
You should own your AI infrastructure. Not rent it from a cloud provider who can suspend your account. We run on our own machines, our own gateways, our own constitutional daemon. The code is open. The evidence is public. The operator is in control.
Every AI application that ships without verification is shipping a hallucination generator with a nice UI. We believe truth-gating — the ability to prove every claim before it leaves the system — will become as fundamental to software as authentication became after the web. We are building it first.
The Numbers
The Architecture
These are not three separate apps. They are three surfaces of the same system. The research site is the public evidence layer. The promotion engine is the truth-gated outreach pipeline. The control app is the operations nerve center. All three draw from the same canonical evidence store. All three enforce the same verification gates. All three are governed by the same constitutional daemon.
The moat gets deeper with every verified claim, every enforced gate, every lane that self-orchestrates. We are building the infrastructure for a world where AI tells the truth — not because it was trained to, but because the system architecture makes lying impossible.
Explore the Evidence