Abstract: This paper focuses on the fault-tolerant consensus problem of multi-agent systems under an encoding-decoding framework with Markovian switching topologies. Due to the influence of complex ...

We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...

ABSTRACT: With the development of globalization and the advancement of technology, the exchanges and communication within multiple cultures become increasingly close and frequent. However, the ...

Speculative decoding is a widely adopted technique for accelerating inference in large language models (LLMs), yet its application to vision-language models (VLMs) remains underexplored, with existing ...

Fintel reports that on December 18, 2025, Mizuho initiated coverage of Upstream Bio (NasdaqGS:UPB) with a Outperform recommendation. Analyst Price Forecast Suggests 80.02% Upside As of December 6, ...

Abstract: Handwriting brain-computer interfaces (BCIs) that convert neural signals into handwriting hold promise for providing an intuitive communication avenue for individuals with paralysis. The ...

Vibe coding turns software development into a conversation. You focus on the idea, and the AI model handles most of the implementation. Barbara is a tech writer specializing in AI and emerging ...

Developers are navigating confusing gaps between expectation and reality. So are the rest of us. Depending who you ask, AI-powered coding is either giving software developers an unprecedented ...

The 300-person startup hopes bringing designers aboard will give it an edge in an increasingly competitive AI software market. Cursor, the wildly popular AI coding startup, is launching a new feature ...

On Tuesday, French AI startup Mistral AI released Devstral 2, a 123 billion parameter open-weights coding model designed to work as part of an autonomous software engineering agent. The model achieves ...