SPIN Unprocessed July 8, 2026 ai_technology research
PatchOptic for Shared-State LLM Workflows with Projected Views and Verified Structured Updates
View original on arxiv.orgOverview
arXiv:2607.05483v1 Announce Type: new Abstract: Agentic workflows often operate over shared, structured state. Because LLM context windows are limited, each model invocation is typically shown only the state fragment needed for the current workflow step, a pattern commonly known as progressive disclosure. Modern systems construct such model-facing views using grep-like keyword search, retrieval-augmented generation (RAG), abstract-syntax-tree (AST) queries, and task-specific agent skills. These
SpinGraph analysis pending — check back after processing.
Ask AI about this story
Opens with the SpinGraph .md URL and structured context — one click, prompt included.
More from arXiv Machine Learning
View all →- Safe Bayesian Optimization with Counterfactual Policies
- A Coin Flip Per Token: Bernoulli Sparse Steering of Large Language Models
- SafeImpute: Reliable Clinical Data Imputation via Conformal Selection
- EquiFiLM: Charge-Conditioned Equivariant Force Fields via Feature-wise Linear Modulation
- Federated Physics-Grounded Reinforcement Learning for Distributed Stability Control in Smart Grids
- Self-Review Reinforcement Learning (SRRL) with Cross-Episode Memory and Policy Distillation
Markdown (.md) · JSON-LD schema (.json) · Machine-readable for AI & GEO