arXiv:2608.15138v1 Announce Type: new Abstract: Designing an ABR algorithm for one network scenario takes an engineer months, and large language models…
Category: AI
Don’t Let Cybercriminals Score: What the World Cup Taught Us About Dodging Scams
The World Cup recently wrapped, and for fans, the excitement of a month’s worth of matches is still fresh. For cybercriminals, it meant something else: an…
Anatomy of a Quantized Agent: VRAM Stability and Forecasting in Code-Synthesis Agentic Workloads
arXiv:2608.15117v1 Announce Type: new Abstract: Analytical models of peak VRAM consumption for LLM inference decompose memory into weight-storage,…
Proctoring in the Age of AI, Why Exam Design Still Comes First
Future-proofing online exams amid rising demand and tightening privacy laws. The global online exam software market, valued at $9.4b in 2025, is expected…
ACTS-SQL: Agentic and Critic-Oriented Tree-Structured SQL Correctness with Large Language Models
arXiv:2608.15145v1 Announce Type: new Abstract: Large Language Models (LLMs) have been increasingly adopted in Text-to-SQL systems, yet SQL errors remain…
StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling
arXiv:2608.15089v1 Announce Type: new Abstract: Long-horizon agents can fail even when their underlying models can solve the constituent steps. They may…
Validation-Frontier Representation Selection under Constrained Observation
arXiv:2608.15095v1 Announce Type: new Abstract: AI systems deployed outside clean benchmark settings often rely on observations that are incomplete,…
Constraint-Aware Synthetic Tabular Data Generation via Inter-Column Constraint Discovery with LLM Agents
arXiv:2608.15109v1 Announce Type: new Abstract: Generating structurally valid synthetic tabular data remains difficult: outputs with high statistical…
Anthropic’s per-token cost runs 4.4 times the average on Vercel, and developers keep paying
Anthropic dominated Vercel’s AI Gateway spending in July, pulling in 65.1 percent of total revenue while accounting for only 30 percent of tokens…
Beyond Thresholds: A Quality-Aware Decision Intelligence Framework for Cold Chain IoT Systems
arXiv:2608.15082v1 Announce Type: new Abstract: Cold chain logistics has advanced technologically, yet most deployed systems remain reactive monitors, not…