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The Epistemic Dashboard

what I believe and how strongly

Every serious thinker has beliefs at different confidence levels, evolving over time. Most people hide this behind certainty performance. This page makes it explicit: what I believe, how strongly, and what would change my mind. Intellectual honesty requires tracking your own epistemics.

22
Tracked Beliefs
--
Avg Confidence
6
Domains
4
Falsifiable Claims
95%+ confidence
Identity infrastructure must be non-captured -- not owned by platforms, corporations, or states
Identity
97%
2024-11-15
Reasoning
Every major platform failure -- from Facebook's Cambridge Analytica to China's social credit -- traces back to captured identity. When the entity that verifies who you are also controls what you can do, the power asymmetry becomes existential. Osmio's entire architecture is built on this insight: identity must be a commons, not a product. PKI provides the mathematical foundation for this separation.
What would change my mind
A demonstrated case where platform-captured identity consistently produced better outcomes for users than non-captured alternatives over a 10+ year period, without the platform ever exploiting that control. I have not seen this and don't expect to.
Coordination failure, not ideology, is the root cause of most political conflict
Coordination
96%
2025-01-20
Reasoning
Most people across the political spectrum agree on 80% of desired outcomes: safe communities, fair opportunities, functional infrastructure. The disagreement is almost entirely about mechanisms and coordination -- how to get there, not where "there" is. Ideological framing obscures this. When you build tools for voluntary coordination (rather than ideological capture), the apparent disagreements often dissolve into solvable mechanism-design problems.
What would change my mind
Evidence that a significant political conflict (not a fringe case) persists even after both sides have access to effective coordination tools and transparent information. If people still fight when coordination is cheap and transparent, the ideological thesis wins.
PKI-based identity can provide accountable anonymity without requiring surveillance
Identity
95%
2024-12-03
Reasoning
The false dichotomy of "anonymous trolling vs. government-ID everything" ignores a third option: cryptographic accountability. With PKI, you can prove you're a unique person, that you have standing in a community, and that your claims are consistent over time -- all without revealing who you are. This is what Osmio builds. The math works. The question is adoption.
What would change my mind
A fundamental cryptographic breakthrough that makes PKI-based pseudonymity unreliable, or a demonstrated system that achieves the same accountability guarantees through a completely different mechanism with better usability.
The gap between idea and execution is collapsing -- and this changes everything
Technology
95%
2025-02-10
Reasoning
AI-assisted development, no-code tools, and LLM-driven prototyping mean that the historical moat of "can you build it?" is evaporating. What remains is "do you have a clear enough idea worth building?" This shifts power from execution gatekeepers to people with genuine insight and taste. I'm living this daily -- building infrastructure in weeks that would have taken teams months. The implications for who gets to create are enormous.
What would change my mind
If AI tooling plateaus significantly and the execution barrier remains high for non-trivial systems. If building real infrastructure (not just demos) still requires the same team sizes and timelines in 2027 as in 2022, this thesis is wrong.
Comedy is a legitimate epistemological tool
Culture
96%
2025-01-08
Reasoning
Humor detects inconsistency faster than formal logic. A joke that lands is an implicit proof that the audience already held the contradictory premises -- laughter is the sound of a logical collision being recognized. Standup comedy, specifically, is a live epistemological experiment: you formulate a hypothesis (this is funny because X is absurd), test it against a live audience, and get immediate falsification data. No peer review process is this fast or this honest.
What would change my mind
A convincing argument that humor tracks something other than inconsistency/incongruity -- that the epistemological content of laughter is zero. The incongruity theory has held up well, but I'm open to alternatives.
60-90% confidence
The Voluntary Polity Stack is the right architecture for voluntary coordination
Coordination
82%
2025-02-01
Reasoning
Stacking identity, deliberation, voting, and resource allocation into composable layers -- each independently auditable -- matches how real governance actually works when it works well. The layered approach means failure in one layer doesn't cascade. But this is still architectural hypothesis: the proof requires real communities using it at scale.
What would change my mind
If a monolithic governance platform consistently outperforms layered/composable approaches in real deployments. Or if the integration costs between layers make the stack impractical for communities under 10,000 people.
Conviction voting and quadratic funding can scale to real governance
Governance
75%
2025-01-15
Reasoning
Quadratic funding (Gitcoin-style) and conviction voting (Commons Stack) have shown promising results in small communities. The mathematical properties are elegant: they resist plutocracy while maintaining efficient preference aggregation. The open question is whether normal humans can understand and trust these mechanisms at the scale of real municipal governance.
What would change my mind
Persistent collusion/gaming attacks that can't be mitigated, or user research showing that even well-designed UX can't make quadratic mechanisms legible to general populations. If people don't trust what they can't understand, elegance doesn't matter.
AI should be treated as epistemological cartographer, not oracle
AI
85%
2025-02-20
Reasoning
LLMs are remarkably good at mapping the landscape of existing ideas, finding connections between domains, and identifying which arguments exist for and against a position. They're unreliable as sources of ground truth. The right mental model is cartographer: AI maps the territory of human knowledge so you can navigate it better. Not oracle: AI tells you what's true. This framing avoids both AI worship and AI dismissal.
What would change my mind
If AI systems develop reliable grounding mechanisms (verifiable citations, formal proof integration) that make their factual claims as trustworthy as their structural analysis. If the oracle frame becomes safe, the cartographer frame is too limiting.
Epistemic infrastructure -- signed knowledge claims, verifiable reasoning chains -- is the missing layer of the internet
Epistemology
78%
2025-01-28
Reasoning
We built layers for communication (TCP/IP), content (HTTP), identity (partially, with TLS/PKI), and value transfer (crypto, sort of). But we never built a layer for knowledge: where claims are signed, reasoning is explicit and auditable, and you can trace the provenance of any assertion. This is why misinformation is a protocol failure, not a content moderation problem.
What would change my mind
If content moderation approaches (centralized or federated) prove sufficient to handle misinformation at scale, without requiring structural changes to how claims are made and verified. If the social problem can be solved socially, the infrastructure thesis is overkill.
Knowledge mining could replace crypto mining as a value-creation mechanism
Epistemology
65%
2024-12-20
Reasoning
Proof-of-work wastes energy proving you did useless computation. What if the "work" were producing verified, structured knowledge? If signed epistemic contributions (fact-checking, argument mapping, source verification) could be the proof-of-work for a coordination system, you'd incentivize the creation of a public knowledge commons. This is speculative but the incentive alignment is interesting.
What would change my mind
If knowledge verification turns out to be too subjective to serve as consensus mechanism -- if there's no reliable way to distinguish genuine epistemic contribution from sophisticated noise without a centralized arbiter. The decentralized verification problem may be unsolvable.
Evolution of cooperation (Axelrod) applies directly to digital identity networks
Coordination
72%
2025-01-05
Reasoning
Axelrod showed that cooperation emerges when interactions are repeated, reputations are visible, and defection is costly. Digital identity networks, if designed correctly, satisfy all three conditions: persistent pseudonymous identity enables repeated interaction, signed claims create visible reputation, and credential revocation makes defection costly. The theoretical mapping is clean. Whether it survives contact with real human behavior is the open question.
What would change my mind
If digital reputation systems consistently produce perverse dynamics (reputation hoarding, sycophancy, punitive spirals) that don't appear in the simpler game-theoretic models. If the Axelrod framework is too simple for the complexity of real digital social dynamics.
30-60% confidence
Osmio's municipal charter model can scale beyond small communities
Governance
45%
2025-02-15
Reasoning
The charter model works beautifully at small scale: a community defines its own identity rules, governance structure, and coordination mechanisms. But small communities have high trust and shared context. At 50,000+ people, you hit Dunbar's number problems, coordination overhead, and the need for delegation structures that reintroduce many of the problems the charter model was designed to avoid. I genuinely don't know if this scales.
What would change my mind
Up: A successful deployment in a community of 10,000+ that maintains the governance properties of smaller deployments. Down: Consistent failure to maintain coherence beyond communities of a few hundred, despite multiple attempts with different charter designs.
Formal argumentation theory (ASPIC+) can be bridged with real-world discourse
Epistemology
40%
2025-01-22
Reasoning
ASPIC+ provides a rigorous framework for structured argumentation: premises, inference rules, attacks, defeats. In theory, you could formalize any real argument this way. In practice, real discourse is messy, context-dependent, and full of implicit premises that resist formalization. The gap between the formal framework and actual human reasoning may be too wide for practical tools. But AI might be the bridge -- LLMs are surprisingly good at extracting argument structure from natural language.
What would change my mind
Up: An AI-assisted tool that reliably formalizes real public discourse into ASPIC+ structures that participants recognize as fair representations of their arguments. Down: Evidence that formalization systematically distorts the most important aspects of real arguments (emotional resonance, narrative context, implicit shared knowledge).
Network states are viable, not just libertarian daydreaming
Governance
35%
2025-02-05
Reasoning
Balaji's network state thesis is provocative but underspecified on the hard parts: territorial sovereignty, physical security, and the transition from digital community to recognized polity. The voluntary polity concept shares DNA with network states but is more modest -- it doesn't require territorial sovereignty, just recognized coordination infrastructure. I'm genuinely split on whether the full network state vision is a roadmap or a fantasy.
What would change my mind
Up: A network state that achieves formal diplomatic recognition from an existing nation-state by 2030. Down: If every serious attempt devolves into either a crypto-gated community or a seasteading boondoggle within 5 years of launch.
The role of God/singularity in relational sovereignty is more than metaphorical
Epistemology
50%
2025-02-18
Reasoning
Sovereignty requires grounding -- something that is not itself subject to negotiation. In traditional frameworks, this is God or natural law. In secular frameworks, it's human rights or social contract. In relational sovereignty (where identity and authority emerge from relationships rather than being granted top-down), the grounding question is genuinely open. There may be something structurally necessary about a "transcendent anchor" -- not necessarily theistic, but functionally similar -- in any coherent sovereignty framework. This is the belief I'm least sure about and most interested in.
What would change my mind
A fully coherent relational sovereignty framework that requires no transcendent grounding at all -- that bootstraps all the way up from pure relationship dynamics without any foundational axioms that function like "sacred" commitments.
Comedy and formal epistemology can be unified into a single framework
Culture
55%
2025-02-12
Reasoning
If comedy detects inconsistency (core convictions, above) and formal epistemology maps inference structure, then they're operating on the same underlying logical terrain from different angles. A joke is an informal reductio ad absurdum. A formal argument is a joke that forgot to be funny. The question is whether this parallel is deep enough to formalize -- can you build a notation that captures both comedic and logical structure in the same representation? I keep circling this idea without landing it.
What would change my mind
Up: Successfully formalizing 10+ comedy bits into ASPIC+ structures where the humor maps cleanly onto formal defeats/rebuttals. Down: Discovering that the incongruity theory of humor is wrong and comedy tracks something non-logical (pure emotion, social bonding, etc.).
testable predictions
By 2028, at least one major social platform will adopt non-captured identity (PKI-based or equivalent) as a user option, driven by regulatory pressure or competitive dynamics.
Falsified if: No major platform (100M+ users) offers any form of self-sovereign or non-captured identity by end of 2028. I would lower my confidence in the "inevitability" narrative around decentralized identity and take more seriously the lock-in dynamics of captured systems.
Identity
AI-assisted argumentation tools (mapping claims, identifying logical structure) will be in regular use by at least 3 deliberative governance bodies by 2027.
Falsified if: No deliberative body (city council, citizens' assembly, legislative committee) has adopted AI argumentation tools in any official capacity by end of 2027. Would force me to reconsider whether formal argumentation is too academic for real governance.
AI
The solo-builder/small-team era will produce at least 5 infrastructure-grade open source projects (used by 10,000+ developers) built by teams of 3 or fewer people, by 2027.
Falsified if: Infrastructure-grade projects still require large teams. If the "collapsing execution gap" thesis is real, the evidence should show up in the open source ecosystem first. Failure here means the gap is only collapsing for demos and prototypes, not real systems.
Technology
Quadratic funding will be used to allocate at least $10M in real municipal or organizational budgets (not crypto grants) by 2029.
Falsified if: QF remains confined to crypto ecosystems and never crosses into mainstream governance. Would indicate that the mechanism, however elegant, can't escape its subcultural niche -- a serious problem for the "novel governance mechanisms" thesis.
Governance
beliefs that shifted
2025-02-20
AI as epistemological cartographer
Shifted upward after extensive experience using Claude for argument mapping and intellectual infrastructure. The cartographer frame isn't just a nice metaphor -- it's a genuinely useful design principle. AI-assisted argument analysis has been more productive than I expected, while AI-as-oracle failures (hallucination, confident wrongness) keep reinforcing the distinction.
70% → 85% ↑
2025-02-15
Osmio municipal charter scalability
Shifted downward after conversations with people running larger community governance experiments. The coordination overhead between charter layers grows non-linearly with community size in ways I hadn't fully appreciated. The architecture may need fundamental rethinking for scale, not just optimization.
55% → 45% &downarr;
2025-02-12
Comedy-epistemology unification
Shifted laterally. Realized that the unification might not be a single framework but a family of mappings -- different types of humor map onto different formal structures. This is less elegant but possibly more correct. Confidence unchanged but the shape of the hypothesis changed significantly.
55% → 55% ↔ (reshaped)
2025-02-10
The execution gap is collapsing
Confidence increased after personally building this entire site infrastructure (blog engine, epistemic dashboard, argument threading) as a solo developer using AI-assisted workflows. Six months ago this would have required a small team or significantly more time. Living proof of the thesis.
88% → 95% ↑