P-001Research Proposal · Gv
How should boards allocate accountability when algorithms recommend strategic decisions?
Working hypothesisExplicit model ownership and escalation rights can reduce responsibility gaps without removing managerial judgement.
P-002Research Proposal · Gv
Which board practices distinguish public-service obligations from commercial targets?
Working hypothesisTransparent dual mandates and independent evaluation may make conflicts measurable rather than merely political.
P-004Research Proposal · Gv
What can board members actually verify in corporate sustainability disclosures?
Working hypothesisBetter assurance scope and traceability may matter more than the volume of disclosed indicators.
P-020Research Proposal · He
How can clinics distinguish promising intervention hypotheses from evidence of clinical benefit?
Working hypothesisA graded evidence register with explicit outcome definitions may curb overstated efficacy claims.
P-028Research Proposal · Ph
Where does moral responsibility reside in distributed human–machine processes?
Working hypothesisResponsibility should be allocated across design, deployment, oversight and appeal rather than assigned to a single actor.
P-029Research Proposal · Et
When does worker monitoring cease to be meaningfully voluntary?
Working hypothesisPower asymmetry makes formal consent inadequate without independent contestation mechanisms.
P-030Research Proposal · Et
Which features of appeal systems produce procedurally fair outcomes?
Working hypothesisExplainability has limited value unless affected people can contest evidence and obtain remedy.
P-031Research Proposal · Et
How should researchers weigh public benefit against re-identification and consent risks?
Working hypothesisTiered access and clear purpose limitation can improve legitimate secondary research.
P-032Research Proposal · Et
Can traceability systems verify labour and environmental claims rather than merely record documents?
Working hypothesisIndependent provenance checks may be more valuable than adding technological layers without controls.
P-033Research Proposal · Lw
Which legal design principles reconcile data obligations across incompatible jurisdictions?
Working hypothesisOperational interoperability may depend more on allocation of processing functions than doctrinal harmonisation alone.
P-034Research Proposal · Lw
Who bears responsibility when an AI agent enters contracts or changes records?
Working hypothesisResponsibility may turn on delegated authority, supervision design and foreseeability.
P-035Research Proposal · Lw
Which evidence rules support disputes involving automated order fulfilment?
Working hypothesisStandardised event logs and authenticated records may lower evidential uncertainty.
P-036Research Proposal · Lw
Is extending legal personality to autonomous systems useful or conceptually misleading?
Working hypothesisActor-based accountability may remain clearer than assigning notional legal personality.
P-038Research Proposal · Cb
What actually breaks when a transnational data workflow confronts new transfer restrictions?
Working hypothesisData mapping plus modular architecture may lower reconfiguration costs.
P-039Research Proposal · Cb
Which governance practices help foreign projects withstand policy discontinuities?
Working hypothesisStakeholder alignment and transparent grievance systems may mitigate some risks without eliminating sovereign uncertainty.
P-040Research Proposal · Cb
How should cross-border research teams share recognition and exploitation rights?
Working hypothesisWritten contribution records and early rights allocation may prevent later disputes.
P-044Research Proposal · Tr
Which business services become more tradable as AI alters delivery and verification costs?
Working hypothesisIncreased technical tradability may coexist with tighter demand for trust, assurance and compliance.
P-046Research Proposal · Rs
How can physical hazard exposure propagate through credit, insurance and trade?
Working hypothesisNetwork topology may be as important as aggregate exposure in predicting cascading losses.
P-047Research Proposal · Rs
Through which channels does sovereign risk affect private investment decisions?
Working hypothesisCurrency risk and domestic interest costs may reinforce one another during shocks.
P-048Research Proposal · Rs
How can companies detect legal exposure without relying on static country risk lists?
Working hypothesisTransaction-level monitoring and explicit escalation rules may outperform annual compliance reviews.
P-054Research Proposal · Ds
Which architectural decisions reduce vendor dependence and preserve public accountability?
Working hypothesisOpen interfaces plus clear procurement requirements may improve portability.
P-055Research Proposal · Ds
How should institutions provide discoverability without exposing confidential underlying files?
Working hypothesisA publication layer separated from restricted originals can offer traceability and access control simultaneously.
P-057Research Proposal · Ai
What evidence is needed to disclose and verify AI assistance in academic writing?
Working hypothesisProvenance logs and source-level verification may improve reproducibility more than blanket declarations.
P-058Research Proposal · Ai
Under what conditions does dynamic pricing improve matching or create exploitative outcomes?
Working hypothesisMarket structure and transparency may determine whether efficiency gains reach consumers.
P-060Research Proposal · Ai
How should creative businesses structure provenance and compensation when AI is used in production?
Working hypothesisRights-aware asset inventories may lower disputes and support legitimate licensing.
P-063Research Proposal · In
Can outcome-based procurement encourage novel services without sacrificing accountability?
Working hypothesisTransparent challenge definitions and staged evaluation may improve supplier diversity.
P-065Research Proposal · Me
How can researchers avoid mistaking executive narratives for verified organisational facts?
Working hypothesisExplicit evidence grading and rival explanations may improve case reliability.
P-066Research Proposal · Me
When do synthetic datasets support legitimate method development but fail substantive inference?
Working hypothesisUtility tests and disclosure of generation assumptions can clarify valid and invalid uses.
P-067Research Proposal · Me
How should research teams handle consent and jurisdictional differences in data use?
Working hypothesisAn early ethics and data-flow review may reduce exclusion and post-hoc legal changes.
P-068Research Proposal · Me
Can qualitative scenarios be transparent enough for independent critique?
Working hypothesisDocumented assumptions and signpost indicators can make foresight falsifiable in part.
P-069Research Proposal · Po
Which elements of service design affect trust in state institutions?
Working hypothesisTimely remedies and comprehensible communication may matter more than cosmetic digital interfaces.
P-070Research Proposal · Po
How can governments support strategic innovation without indefinitely subsidising weak ventures?
Working hypothesisMilestone-based support with exit rules may improve accountability.
P-072Research Proposal · Po
When do regulatory sandboxes generate learnings rather than prolonged exemptions?
Working hypothesisClear evaluation criteria and public reporting can help experiments inform general rules.
P-074Research Proposal · Da
Can fairness conclusions remain stable when populations and inputs change?
Working hypothesisRobustness testing across plausible shifts may be essential for responsible deployment.
P-078Research Proposal · Sy
How can identity, payments and public registries interoperate without creating a single point of failure?
Working hypothesisFederated governance may improve resilience if shared standards are enforceable.