People have been talking to each other for at least 100,000 years, as best we can tell. And in all that time, there has been only one thing in the world…
Category: AI
More Rejective, Not More Discriminative: The Unit of Verification in Pre-Execution LLM Oversight
arXiv:2608.23941v1 Announce Type: new Abstract: Pre-execution oversight is core to trusted monitoring in AI control: a fallible LLM monitor vets planned…
How to encourage smarter AI use in the classroom
This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in your…
More GPUs or a Smaller Cache? Tensor Parallelism versus KV Compression for Memory-Bound LLM Serving
arXiv:2608.23962v1 Announce Type: new Abstract: When an LLM serving deployment runs out of KVcache room, there are two well-established ways out. Tensor…
Evolutionary Recurrent Decision Model in Developing Adaptive and Maladaptive Behaviors
arXiv:2608.23932v1 Announce Type: new Abstract: This study introduces the evolutionarily recurrent decision model (ERDM), a computational reinforcement…
Data Mixing as Mixture Experiment: Response Surface Methodology and Optimal Design for Large Language Model Pretraining
arXiv:2608.23922v1 Announce Type: new Abstract: Data mixing is a central design problem in large language model pretraining: given a fixed token budget,…
PROOF-Gen: From Optimized Data to Better Distillation
arXiv:2608.23911v1 Announce Type: new Abstract: Supervised fine-tuning on teacher-generated trajectories is the standard first stage for distilling…
Retrieval-augmented generation vs. deterministic tax computation in multi-agent financial advisory: A 2×2 factorial experiment
arXiv:2608.23908v1 Announce Type: new Abstract: Tax-loss harvesting demonstrates consistent benefits to long-term portfolio growth; yet implementing it…
OpenAI loses a top data center exec as stream of high-profile departures continues
In a statement to TechCrunch about Malone’s departure, OpenAI said it had “recently reorganized” its “infrastructure organization to support the scale and…
MARS: Multi-Specialist LLM Relay System for Competitive Programming
arXiv:2608.23918v1 Announce Type: new Abstract: Large Language Models excel at code generation, yet competitive programming exposes a persistent failure…