DDEALDigital Evidence Assertion Laboratory
Evidence, not consensus

What’s the DEAL?

Ask hard questions. Preserve the raw evidence. Reproduce the mathematics. Reconstruct what was known when. Keep contradictory evidence visible.

Raw evidence hashed Deterministic calculations Temporal assertions
Live evidence surface

One interface. Two audiences.

Visual exploration for the curious. Reproducible evidence trails for people who need to defend a conclusion.

LiveProtocol surface

Bitcoin Evidence Pulse

Direct Bitcoin Core observations, raw serialized blocks, transaction parsing and merkle verification.

Waiting for protocol blocks Configure Bitcoin Core in Admin → Bitcoin Lab.
Open protocol explorer →
Compiler onlineAssertion workbench

Question → Test Plan

DEAL now compiles supported questions into atomic assertions, evidence requirements and explicit falsification challenges before evaluation.

UNEVALUATED No assertions evaluated yet.
Open research workbench →
Model LabForecast accountability

Forecasts without pretending

Model versions, knowledge cutoffs, prediction intervals and later errors are permanent audit objects — never silently rewritten into hindsight.

NO MODEL OUTPUT PUBLISHED
Forecasts stay visibly separate from observed and derived evidence.
Integrated research stack · v0.1.44

From event evidence to an auditable case.

Each layer preserves the limits of the layer beneath it. No module is allowed to manufacture a verdict, causal claim or predictive certainty from descriptive evidence.

DOMAINS1 installed

One evidence core. Many domains.

Register domain-qualified evidence types, compilers, research providers and case resolvers without hard-coding domain semantics into DEAL Core.

Open Domain Catalog →DOMAIN REGISTRATION ≠ EVIDENCE VALIDATION
ORCHESTRATOR0 plans

Connect the whole laboratory.

Turn a question into a bounded execution graph spanning assertions, evidence discovery, analytical modules and Research Cases without turning automation into authority.

Open Ask DEAL 2.0 →0 sealed orchestrator answers
EVENT IMPACT0 runs

Measure the reaction.

Freeze pre-event, reaction and recovery windows while preserving venue disagreement, confounders and knowledge time.

Open Event Atlas →
CROSS-EVENT0 runs

Compare without predicting.

Study regimes, archetypes, contradictions and historical analogues without turning similarity into a forecast.

Open Cross-Event Intelligence →
HYPOTHESIS0 runs

Try to falsify it.

Evaluate expected observations, declared falsifiers and competing explanations independently — no winner score.

Open Hypothesis Lab →
RESEARCH CASES0 cases

Synthesize without a verdict.

Bind assertions, evidence, contradictions, unknowns, provenance and sealed knowledge-time snapshots into a persistent case file.

Open Research Cases →0 sealed case snapshots
CONTINUOUS0 subscriptions

Re-evaluate when evidence changes.

Detect upstream state changes, dispatch bounded Research Case re-evaluations, preserve immutable before/after snapshots and require explicit publication decisions.

Open Continuous Research →0 re-evaluation runs · 0 change events
INVESTIGATIONS0 rooms

Collaborate without turning agreement into fact.

Run governed multi-case investigations with team roles, custody, evidence holds, tasks, peer review, redaction overlays and immutable evidence freezes.

Open Investigation Rooms →0 sealed room snapshots · ROOM CONSENSUS ≠ FACT
The machine underneath

From source to assertion.

Every pretty chart should collapse into an auditable trail.

01OBSERVEAcquire raw evidence
→
02NORMALIZEPreserve source lineage
→
03CALCULATEDeterministic methods
→
04CHALLENGESearch contradiction
→
05RECORDHash the result
IMMUTABLE EVIDENCE3,411objects
ASSERTIONS0registered
CALCULATIONS0reproducible
DEAL RECORDS0hashed
Historical Replay

Two clocks. No rewritten history.

Move through valid time to inspect what existed, then through knowledge time to inspect what this DEAL node had actually observed. Historical evidence and later knowledge stay separate.

Valid-time state Knowledge-time state Reproducible state hash
Report & audit engine

From evidence record to publishable research.

DEAL can now turn a sealed research snapshot into a polished brief without changing the evidentiary state underneath it. Every published report stays bound to the exact DEAL Record and SHA-256 that produced it.

Sealed source record Report SHA-256 Public verification
AUDITABLE0 published
DNo report published yetGenerate one from Admin → Research Reports.
0reports generated
Institutional gateway

Research that can leave the browser.

Scoped read-only API keys expose DEAL research as machine-readable infrastructure, while portable ZIP bundles carry the question, evidence graph, timeline, sealed DEAL Record and cryptographic verification into downstream systems.

Organization-bound credentials Component-level hashes Portable audit bundles
DEAL API
GET /api/institutional/research/{uuid}X-DEAL-Key: deal_live_…
RESEARCH BUNDLES0
ORGANIZATIONS0
Model Lab

Make the forecast. Freeze the forecast. Score the forecast.

DEAL keeps prediction machinery explicitly outside the evidence layer. Every run carries a knowledge cutoff and immutable SHA-256; later outcomes are appended rather than used to rewrite the original call.

0 model versions 0 forecast runs Exact fixed-point scoring
KNOWLEDGE CUTOFFTARGET
FORECAST ≠ FACT
Universal Data Catalog

Build the engine now. Swap the source later.

DEAL now separates the semantic identity of a dataset from the provider feeding it. CSV, JSON, NDJSON, future APIs, institutional uploads and domain-specific feeds can all bind to the same catalog contract without rewriting the research engine.

49 catalog entries 1,388 dataset versions 1,393 adapter runs
Acquisition orchestrator

The source network can run itself.

DEAL can now acquire remote datasets on schedule through encrypted credentials, conditional HTTP requests, byte limits, SSRF controls, rate-limit handling and exponential backoff—then hand the untouched bytes into the same immutable Data Catalog pipeline.

9 acquisition jobs 9 healthy 1,395 acquisition runs
Watchtower + Workspaces

Monitor the machine. Assemble the research.

Watchtower evaluates operational and research-state conditions without promoting alerts into evidence. Workspaces compose published DEAL objects into living command centers while Universal Search finds the underlying objects by identity or content.

0 watch rules 0 open incidents 0 workspaces
Research operating system

Not just analysis. The whole evidence workflow.

DEAL now carries evidence from acquisition through private handling, quality inspection, review, scheduled publication, dashboards, alerts and export without changing the immutable objects underneath.

OPERATIONS0 notification channelsWatchtower and scheduled research can deliver through a retryable notification ledger.
PRIVATE0 evidence vaultsClassify and group sensitive immutable evidence without exposing it through public surfaces.
VISUAL0 dashboardsCompose research, models, datasets, quality profiles and operational state into curated views.
QUALITY0 profilesMeasure parse integrity, field coverage, duplicates and staleness without inventing a truth score.
REVIEW0 review threadsIndependent review and change requests stay attached to the object being examined.
SCHEDULED0 recurring reportsFresh research state can be sealed, reported and published automatically on a UTC schedule.
EXPORT0 query exportsBounded dataset queries produce portable CSV, JSON or NDJSON artifacts with SHA-256.
PROVENANCEObject → objectTrace upstream and downstream lineage without mistaking graph connectivity for proof.
Bitcoin Intelligence Stack

Market structure with the receipt attached.

Spot liquidity, derivatives, options, ETF and treasury flows, ownership cohorts, mining economics, stablecoin liquidity and macro context now share one source-agnostic bitemporal metric registry. The charts can be loud; the evidence chain stays louder.

465 metric observations 3 catalog bindings 468 analytics artifacts 1 current metrics
Bitcoin Source Mesh

Independent measurements without consensus theater.

DEAL now collapses repeated upstream lineage, aligns freshness windows and exposes agreement, divergence and conflict across Bitcoin measurements. A hundred copies of one source still count as one lineage.

3 source connectors 1 multi-lineage metrics 0 active conflicts
Bitcoin State Engine

What does the evidence permit us to say now?

Reconciled source ranges, bitemporal freshness, explicit unknowns and deterministic condition rules now assemble into a market-state surface without manufacturing a consensus midpoint.

1 populated metrics 1 multi-lineage 0 conflicts visible 46 missing
Price relative to STH cost basisUNKNOWN
Price relative to LTH cost basisUNKNOWN
Price relative to ETF cost basisUNKNOWN
Perpetual funding signUNKNOWN
ETF net-flow signUNKNOWN
Exchange net-flow signUNKNOWN
Bid-depth vs ask-depthUNKNOWN
Open interest trendUNKNOWN
LAB 01

Bitcoin

The first proving ground. Protocol blocks, UTXOs, historical state and eventually market, derivatives, institutional and macro evidence.

0 protocol tx 0 indexed outputs 0 price observations 0 price assignments 0 research plans 0 research reports 0 legacy last-move rows
DOMAIN PACKS

DEAL is not a crypto product.

The core ontology stays domain agnostic. Security, science, law, economics and other evidence domains can attach without rewriting the kernel.

Observed ≠ derived ≠ inferred ≠ forecast
Core principle

Preserve the evidence. Challenge the assertion. Hash the record.

The front page can be cinematic. The answer still has to survive audit.