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IRSA's work builds on and differs from established approaches in capital systems, AI governance, and institutional design. These comparisons clarify what's new.
Why institutions fail—beyond corruption and capture
Most assume failure = capture. But institutions can lose decision capacity through structural dynamics—no bad actors required.
Read comparisonCapture is one cause of failure, not a synonym. Learn the full taxonomy of why institutions fail.
Read comparisonIt's not incompetence or groupthink. When decision demand exceeds processing capacity, even excellent organizations substitute rules for judgment.
Read comparisonTrust hasn't collapsed because institutions are corrupt—it's collapsed because they've lost decision capacity.
Read comparisonAuthority is operational capacity. Legitimacy is social recognition. Both can collapse independently.
Read comparisonIt's not laziness. When decision demand exceeds capacity, rules substitute for judgment—and once in, they don't come out.
Read comparisonIndividual cognitive limits vs institutional processing constraints—why the distinction changes how we diagnose failure.
Read comparisonWhen governance constraints substitute for judgment, family offices experience paralysis through prudence.
Read comparisonPSC and regenerative capital vs existing funding models
Why regenerative capital goes beyond environmental, social, and governance metrics
Read comparisonHow regenerative capital differs from traditional impact investing approaches
Read comparisonFrom terminal grants to perpetual capital cycles
Read comparisonComparing PSC's perpetual model to blended finance structures
Read comparisonWhy perpetual social capital isn't just another endowment model
Read comparisonHow regenerative capital approaches differ from microfinance
Read comparisonComparing terminal grant models to regenerative capital cycles
Read comparisonHow PSC compares to traditional government funding mechanisms
Read comparison30% of nonprofits don't survive 10 years. It's not management—it's capital structure.
Read comparisonWhen capital cycles are shorter than mission cycles, long-term thinking becomes impossible.
Read comparison3-year grants can't build 30-year institutions. The temporal mismatch problem.
Read comparisonFour fragility cycles—political, financial, capability, civic—explain PPP failure.
Read comparisonPatient capital waits longer. Perpetual capital never exits. Why the distinction matters.
Read comparisonHow IRSA frameworks relate to adjacent movements
Semantic governance vs existing alignment approaches
Safety prevents harm. Alignment achieves goals. Ethics asks what goals. But who decides?
Read comparisonEU AI Act vs NIST vs Semantic Governance—what each approach governs.
Read comparisonGovernments regulate. Companies build. But who decides what AI should value?
Read comparisonAlignment is technical. Governance is institutional. Why we need both.
Read comparisonHow explicit intent specification differs from learning from human feedback
Read comparisonTraining-time principles vs runtime intent specification
Read comparisonIdea-native architecture vs traditional approaches
Why ideas should be first-class objects, not buried in documents
Read comparisonHow stated purpose survives where culture drifts
Read comparisonWhy structural learning architecture succeeds where 'lessons learned' programs fail
Read comparisonHow commitment architecture differs from legal contract enforcement
Read comparisonHow legitimacy cycles analysis extends beyond formal transitional justice frameworks
Read comparisonWhy institutions forget, fail to learn, and break commitments
Four biases and a fifth: anti-learning as the structural default.
Read comparisonKnowledge is encoded in people, not structures. When people leave, memory leaves.
Read comparison70% of change initiatives fail. Commitment drift is structural, not moral.
Read comparisonCulture aspires. Architecture enables. Here's why culture alone fails.
Read comparisonStoring information vs preserving judgment. One captures data; the other encodes wisdom.
Read comparisonWhen trained people leave, capability leaves. Architecture persists.
Read comparisonRegenerative thinking vs established frameworks
Design centers humans. Systems centers ecosystems. What centers institutional survival?
Read comparisonBouncing back vs building forward. One survives; the other evolves.
Read comparisonManipulation vs alignment. Designing for compliance vs designing for ease.
Read comparisonBackward-looking scores vs forward-looking capacity. Past behavior vs institutional longevity.
Read comparisonTargets vs meaning. Why metrics become goals and purpose drifts.
Read comparisonCharts vs behavior. Why organizations don't work how they're drawn.
Read comparisonWhy ideas don't become outcomes
72% fail to out-innovate competitors. It's the Authority-Mission Gap, not ideas.
Read comparisonThe gap between research authority and deployment authority. Papers vs products.
Read comparisonWhen the system itself prevents translation, any innovation would fail.
Read comparisonStrategic timelines vs operational cycles. The execution gap is structural.
Read comparisonBefore diving into comparisons, read the shared diagnosis that underlies all our work.
Read the shared diagnosis