arXiv:2608.13712v1 Announce Type: cross Abstract: Deposition training requires attorneys to manage dynamic witness behavior, yet legal-AI evaluations…
Category: AI
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?…
TeachMateGPT: A Multi-Agent Knowledge-Grounded Framework for Pedagogical Assessment Generation from Science Curriculum Materials
arXiv:2608.13708v1 Announce Type: cross Abstract: Automatically generating textbook-grounded assessment items can reduce science teachers’ workload, but…
Axiom Math’s AI Verifies the 246 Prime-Gaps Theorem in Lean
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…
Does ISO-Grounded NFR Specification Improve LLM Code Generation? A Comparison of Rich and Structured Interventions against a Natural-Language Baseline
arXiv:2608.13742v1 Announce Type: cross Abstract: In LLM-based code generation, Non-Functional Requirements (NFRs) are often specified as terse one-line…
Fine-Tuning Qwen3-27B for C-to-Rust Code Translation: A Three-Stage Curriculum of Pretraining, Debugging-Aware SFT, and Task-Specific SFT
arXiv:2608.13681v1 Announce Type: cross Abstract: Translating C code into safe, idiomatic Rust is a longstanding software-engineering goal because it can…
From BERT to Frontier Agents: Eight Years of Language-Model Progress, the Collapse of the Capability-Cost Curve, and the Rise of Task-Targeted Models
arXiv:2608.13675v1 Announce Type: cross Abstract: Between October 2018 and July 2026 AI models progressed from simple systems like BERT to massive agents…
MedPlex: Deep Vision-Language Co-Adaptation for Clinically Grounded Medical Segmentation
arXiv:2608.13690v1 Announce Type: cross Abstract: Medical image segmentation is still largely treated as a vision-only problem, although clinical…
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…
CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA
arXiv:2608.13706v1 Announce Type: cross Abstract: Existing defenses against hallucination in retrieval-augmented and multi-agent pipelines remain partial:…