ai sovereignty 1auditability 1carbon emissions 1code generation 1data center sustainability 1energy demand 1explainability 1llm-based programming 1snippet versioning 1water consumption 1
From the 2 of 5 linked papers with an AI index.
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cs.AI2026
Rules Before Oracles: Auditable, User-Configurable Argument Selection for Deliberative Polling
Muntaser Syed, Markus Zanker, Marius Silaghi
In a deliberative poll, once submissions outnumber what anyone will read, some mechanism chooses which arguments each voter sees, acquiring much of the decision; practice delegates…
cs.AI2026
TraceCoder: Explainable and Auditable Code Generation with Position-Key Snippet Versioning
Rwaida Alssadi, Muntaser Syed, Balaji Kasula +6
The paper introduces TraceCoder, a system that records detailed provenance for each code snippet generated by large language models, visualizes the evolution of code through repair…