AI-generated books make up 20 percent of Amazon’s self-published catalog but bring in only 12 percent of sales. A new study finds that revenue per book is…
Category: AI
Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3
Implement an end-to-end fine-tuning pipeline for tool-calling language models. This tutorial covers parsing trajectories, structured tool-call extraction,…
Information Abundance Paradox: Long-Context Training Undermines Parametric Knowledge
arXiv:2608.12218v2 Announce Type: replace-cross Abstract: Large language models are increasingly trained and deployed with long contexts that span…
Hamilton-Zero: A Neural Tensor-Network Foundation Model for Ground States of Arbitrary Quadratic Qubit Hamiltonians
arXiv:2608.11911v2 Announce Type: replace-cross Abstract: A central promise of useful quantum advantage is the ability to compute ground states of…
REOPD: Reliability-Adaptive Reward Extrapolation for On-Policy Distillation
arXiv:2608.11698v2 Announce Type: replace-cross Abstract: On-policy distillation (OPD) trains a student on its own trajectories under dense token-level…
OpenAI’s Computer History Turns Mac Activity Into ChatGPT Memory
OpenAI has launched Computer History, an opt-in feature in the ChatGPT desktop app on macOS that records what a user does across apps and websites and…
Keep the Future, Drop the Rollout: RIFT for World Action Models
arXiv:2608.11521v2 Announce Type: replace-cross Abstract: World action models (WAMs) condition robot actions on predicted futures, but iterative video…
Critic-Free Pretraining for Efficient Online Reinforcement Learning Fine-Tuning
arXiv:2608.10473v2 Announce Type: replace-cross Abstract: Offline-to-online (O2O) reinforcement learning aims to leverage policies pretrained on static…
Governing Agentic AI in FinTech
arXiv:2608.11344v2 Announce Type: replace-cross Abstract: Financial institutions are delegating consequential decisions to agentic AI systems that…
AI Guardrail Survival under Single-Cycle Agentic Self-Summarization
arXiv:2608.11392v2 Announce Type: replace-cross Abstract: Long-running agents periodically compact their context, replacing the transcript with a…