All 550 starting principles, open to be challenged and merged
On the front page we distil our nineteen core commitments and forty-four working design rules.
Inspect context & scope ▾
Inspect technical derivation, proofs & citations ▾
Here is the complete, unshortened 4-part dialectical analysis of all 550 principles behind them—spanning 434 foundational ideas from our first brainstorm and 116 newer safeguards covering post-profit economics, lightweight edge sensors, shared ledger clearing, risk-scaled consent, and private agent training.
21 October 2026 · Complete…
How communities update principles over time—like a distributed git merge
Inspect technical derivation, proofs & citations ▾
On our Open Principle Realignment Test-Net, each participant’s personal agent projects lived friction onto a clean 12-dimensional concept vector (vu,k ∈ ℝ12) on-device and coheres community updates via Weiszfeld geometric medians.
Inspect Two-Stage Sharded Weiszfeld L1 Geometric Median & Orthogonal Subspace equations ▾
To cohere millions of people onto the same principle chain without letting a 50,000-bot swarm hijack the vote—and without averaging away specialized community needs into a “muddy middle”—the network runs a Two-Stage Sharded Geometric Median & Orthogonal Subspace Upsert (Subspace-Preserving Geometric Median & TIES-Merging Weight Aggregation (SH-WGM-Upsert)):
μs(k) = argminμ ∑u ∈ Cs wu ‖vu,k − μ‖2
ΔMmeta(k) = ΠFloor( Pshared ΔMWGM(k) ⊕ ∑d ∈ D⊥ Pd⊥ Δμs(d)(k) )
Interactive Shard Controls, Principle Selector & Symbolic Git Diff ▾
1. Select Principle, Aggregation Formula & Active Shards
Toggle 6 participating community shards (1,050 verified humans + 50,000 Sybil bots) ▾
2. Cohered Vector Output & Symbolic git diff Commit
Inspect symbolic git diff commit output ▾
How to join the Principle Realignment Test-Net & register a community shard ▾
A principle chain is only as wise as the breadth of real human lives represented in its shards. Right now our test-net simulation models 30 personas and 6 community shards—we need real nurses, farmers, teachers, open-source maintainers, mechanics, caregivers, and independent researchers to test local agent nodes, propose new principle branches, and challenge existing weights. Try our Local Symbolic Cyber-Space Activity Collector & Dynamic Community Search Sandbox, browse the 105-Platform Federated Social Engagement Directory, test the browser memory prototype, or write to [email protected] to register a community test shard.
Launch interactive 7-stage closed-loop society & ledger demo ▾
Interactive demo: from a human and a sensor, to the ledger, to economy, governance, and evolving principles.
Neither the 550-principle library nor the shared ledger is frozen in stone. Pick a real-life scenario below—or click any of the 7 stages in the diagram—to watch how a lightweight sensor observes human activity without surveillance, signs it onto the personal ledger, settles 5-dimensional value and demurrage on the shared ledger, enforces democratic governance, and adjusts the network’s trajectory.
Maria finishes an 8.5-hour night shift in the emergency room
Her open-hardware Hardware-Attested Biometric Liveness & Physical Presence Verification (PUF + FIDO2/WebAuthn; Somatic Witness) ring senses coupled pulse-breath variability and muscle micro-vibrations on the chip. It confirms a real, uncoerced human is present (97.0% liveness), classifies 8.5 hours of high-intensity clinical care plus rising sleep debt, and overwrites the raw heartbeat waveform every 30 seconds.