The Organization of Inference: Information, Resource Constraints, and AI Production
cs.AI
Submitted: 2026-09-17
Updated: 2026-09-17
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
- Evaluating Large Language Models Trained on Code
- When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark
- PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning
- SPIKE: An Adaptive Dual Controller Framework for Cost-Efficient Long-Horizon Game Agents
- Learning When to Plan: Efficiently Allocating Test-Time Compute for LLM Agents
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