Reports
Deep-dive research reports from the continuous-research pipeline. Inline citations ([Cxxx]) tied to source URLs. Curated subset — not the full corpus.
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Compositional Privilege Escalation in LLM Agents
Compositional Privilege Escalation (CPE) occurs when an LLM Agent chains multiple tool capabilities or interacts with specialized agents to execute actions
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Implementing a durable execution framework for autonomous agents
This topic addresses the transition of autonomous agents from synchronous request-response loops to a durable execution framework.
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Evaluating the integration of DuckDB's Full-Text Search (FTS) as a deterministic filtering layer
This research evaluates a hybrid retrieval architecture that utilizes DuckDB's Full-Text Search (FTS) as a deterministic filtering layer to prune autonomous
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Architecting a 'Semantic Episode Index' in valkey
A Semantic Episode Index is a state-management architecture that enables autonomous agents to stash and resume "working episodes"—composite records consisting
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Implementing a visual speculative execution layer that uses multimodal generation
A visual speculative execution layer is a predictive framework that uses a generative world model, such as ViMo, to synthesize hypothetical GUI state
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Implementing a distributed coordination layer for enforcing global uniqueness constraints in type-safe graph CRDTs
This topic concerns the integration of a distributed coordination layer within CRDTs (Conflict-free Replicated Data Types) to enforce global uniqueness
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Implementing a differential synchronization protocol for distributed agent working memory
Differential synchronization is a symmetrical synchronization algorithm that employs a continuous cycle of background difference (diff) and patch operations to
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