Gambit Security’s threat intelligence team has published a detailed account of the Aurora ransomware operation, including six weeks of session logs…
Category: AI
Automata from Agent Traces: Failure and Next-Step Prediction
arXiv:2608.23670v1 Announce Type: new Abstract: LLM-based agents execute multi-step tasks, but their behavioral structure remains opaque: long…
When AI Is Everywhere, What Becomes the Competitive Advantage?
For the past few years, access to AI has been an advantage in itself. The companies that moved early could automate faster, build new capabilities, and…
MolEmb: Multimodal Large Language Models Can Be Strong Molecular Embedding Models
arXiv:2608.23646v1 Announce Type: new Abstract: Molecular embedding models can serve as foundational infrastructure for computational chemistry and drug…
Auditing the Synthetic Memoir: Measuring Scene-Level Confabulation in LLM-Generated Autobiography Against the Documented Record of the Life It Describes
arXiv:2608.23640v1 Announce Type: new Abstract: When a large language model (LLM) is asked to write a person’s life, how much of what it writes actually…
How much of a measured AI preference is the model, and how much is the instrument?
arXiv:2608.23641v1 Announce Type: new Abstract: Model welfare research infers what a model prefers from the answers returned to prompts written to elicit…
AI Agents Push Humans Out of the Loop
arXiv:2608.23642v1 Announce Type: new Abstract: AI agents pose significant risks as they are granted increasing autonomy. A commonly proposed solution is…
FLARE: A Systematic, Uncertainty-Aware Framework for Evidence-Based Adoption of Artificial Intelligence in Healthcare
arXiv:2608.23643v1 Announce Type: new Abstract: Artificial intelligence is increasingly being introduced into healthcare workflows, yet most evaluations…
Plaud’s new earphones come with an eSIM-enabled case for talking to AI agents
Plaud’s new ‘agentic’ earbuds are priced at $249.
Function-Level Execution Feedback for Code Preference Optimization
arXiv:2608.23632v1 Announce Type: new Abstract: Process supervision has improved mathematical reasoning, where intermediate steps are naturally expressed…