arXiv:2608.12892v2 Announce Type: replace Abstract: Activation steering turns localized representations into control directions, but localization alone…
Category: AI
Anthropic Run-Rate Revenue Hits $65 Billion as IPO Looms
Anthropic’s annualized revenue run rate topped $65 billion at the end of July 2026, Bloomberg reported on August 17, 2026 — a figure Reuters separately…
Why we need an AI-resilient society
arXiv:1912.08786v3 Announce Type: replace-cross Abstract: Three generations of software have transformed the role of artificial intelligence in society.…
INSIDE the Student’s Mind: Jointly Modeling Latent Reasoning and Action in LLM Student Simulators
arXiv:2608.10492v2 Announce Type: replace Abstract: Large Language Model (LLM)-based simulators often reproduce observable actions but fail to capture the…
Self-Organising Digital Circuits
arXiv:2608.02606v2 Announce Type: replace Abstract: Fault tolerance in classical computing has traditionally relied on static strategies like hardware…
PhyAI: Real-Time Physical AI at the Edge, Scalable Rollouts in the Cloud
arXiv:2608.03682v3 Announce Type: replace Abstract: Physical AI policies require inference throughout their lifecycle, including model evaluation, cloud…
LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs
arXiv:2608.05246v2 Announce Type: replace Abstract: Existing personalized LLM benchmarks primarily rely on textual personas or isolated behavioral…
Anthropic’s annualized revenue surges to $65B
The model maker added $18 billion in annualized revenue in two months.
Improving Generalization Robustness of Multimodal RLVR
arXiv:2608.08802v2 Announce Type: replace Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) makes Multimodal Large Language Models more…
Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners
arXiv:2607.28336v3 Announce Type: replace Abstract: On-policy distillation provides dense supervision for multimodal reasoners, but its trajectory-level…