Axiom Math says its AxiomProver system has produced a machine-checked Lean 4 proof of the strongest known result on gaps between prime numbers: the…
Author: script
GxP-Agent: Process-DAG Topology for Reliable Clinical Trial Programming with LLM Agents
arXiv:2608.16890v1 Announce Type: new Abstract: Clinical trial programming — transforming study protocols into analysis-ready datasets under CDISC…
The Hidden Cost of AI: How “Black Box” Models Are Eroding Trust, Budgets, and the Environment
The AI industry has a model design problem. Enterprises are starting to feel it in cost, performance, and reliability. AI can talk – but can it listen?…
The Price of Thinking: Reasoning Effort as a Model-Specific API Contract
arXiv:2608.16956v1 Announce Type: new Abstract: API buyers purchase a dated contract, not a model name alone: the contract includes the requested and…
AI News Brief Hourly Summary 2026-08-19 06h : 15 posts
15 posts published in the last hour 03:32Information-Theoretic Causal Modelling of Semiconductor Process Dynamics 03:32Take it Personally: The Limits of General SSL Representations for Real-Life PPG Emotion Detection 03:32BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement…
Information-Theoretic Causal Modelling of Semiconductor Process Dynamics
arXiv:2608.14678v1 Announce Type: cross Abstract: With the progress of the semiconductor industry toward increasingly complex compute devices and tighter…
Take it Personally: The Limits of General SSL Representations for Real-Life PPG Emotion Detection
arXiv:2608.14675v1 Announce Type: cross Abstract: While Self-Supervised Learning (SSL) effectively extracts general representations from noisy,…
BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement
arXiv:2608.14668v1 Announce Type: cross Abstract: LLM-based multi-agent systems (LLM-MAS) solve complex tasks through specialized collaboration, but…
Offline Ambient-Controlled Latent Diffusion: Architecture, Telemetry, and On-Device Evaluation
arXiv:2608.14677v1 Announce Type: cross Abstract: Most mobile image-generation applications are thin clients over cloud services, leaving outputs hard to…
Monetizing AI: A Modern Framework for How Companies Can Maximize Business Growth
AI has rapidly moved from a competitive differentiator to a baseline expectation for software companies. However, it has also become the most expensive…