Big Questions
Questions that cannot yet be fully answered — but must already be asked. These are the domains where Identity Engineering will need to expand by orders of magnitude.
The current framework is deliberately grounded in human-scale identity: mass, curvature, gravitation, and probes. That foundation is necessary. But it is not sufficient for the futures that are already becoming plausible.
The questions below mark the territories where the framework is still incomplete. They are not edge cases. They are the next structural layers.
Substrate Independence
What remains of identity when the physical carrier becomes interchangeable? The framework must eventually describe identity that is not bound to biological hardware.
- What invariants of identity survive a complete change of substrate?
- How does "mass" or "stake depth" translate when the underlying computational medium changes?
- Can a coherent identity span multiple substrates simultaneously?
- What does continuity of identity mean across substrate transitions?
- How do we distinguish genuine identity migration from mere copying or simulation?
Scale & Collectivity
Identity is currently modeled at the individual level. The same geometry must eventually scale — or transform — when applied to teams, organizations, civilizations, and larger coherent systems.
- What does "identity mass" mean for a collective or an organization?
- Are there phase transitions when identity moves from individual to group to civilizational scale?
- How does curvature behave in a distributed, multi-agent identity field?
- Can a collective possess a coherent "Identity Stem" that is more than the sum of its members?
- What new geometric properties emerge only at higher scales of agency?
Adversarial Dynamics
The present framework is largely cooperative in spirit. Real high-agency environments include competition, conflict, and zero-sum dynamics between identities. These must be modeled explicitly.
- How do two strong identity fields interact when their trajectories are incompatible?
- What does "protective danger" look like when the threat is another high-mass identity?
- Can identity curvature be used offensively as well as attractively?
- How does causal entropy maximization behave under direct competition for future possibility space?
- What failure modes emerge when multiple super-scale agents optimize their own identity geometry simultaneously?
Recursive Self-Modification
The most powerful identities will eventually be able to rewrite their own geometry, values, and even the rules by which they define themselves. This breaks the assumption of a relatively stable identity structure.
- What remains stable when an identity can rewrite its own mass, curvature, and goals?
- How do we define continuity of identity under radical self-transformation?
- Is there a limit to how far an identity can self-modify before it becomes a different entity?
- How should "Questions as Probes" work when the system being probed can change its own measurement apparatus?
- What new geometries emerge when identity becomes capable of recursive self-improvement?
Physical & Thermodynamic Limits
Identity and agency are physical processes. They are therefore constrained by energy, computation, information theory, and the structure of spacetime. These hard limits must eventually become part of the framework.
- What are the thermodynamic costs of maintaining a high-mass, highly curved identity?
- How do Landauer’s limit and other information-theoretic bounds constrain self-modeling and memory?
- What does coherent identity look like when light-speed delays make instantaneous global consistency impossible?
- Are there fundamental upper bounds on the complexity or "mass" of a single identity field?
- How should the framework incorporate physical resource constraints without losing its geometric clarity?
These questions are not meant to be answered today. They are meant to keep the framework honest about its current boundaries and oriented toward the scales that will eventually matter.