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MCP-Universe benchmark shows GPT-5 fails more than half of real-world orchestration tasks

A new benchmark from Salesforce research evaluates model and agentic performance on real-life enterprise tasks.Read...

MCP and the innovation paradox: Why open standards will save AI from itself

Much like HTTP and REST standardized how web applications connect to services, MCP standardizes how...

McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models

arXiv:2507.02088v2 Announce Type: replace Abstract: As large language models (LLMs) are increasingly applied to various...

MBZUAI Researchers Introduce PAN: A General World Model For Interactable Long Horizon Simulation

Most text to video models generate a single clip from a prompt and then stop...

MaxCode: A Max-Reward Reinforcement Learning Framework for Automated Code Optimization

arXiv:2601.05475v1 Announce Type: cross Abstract: Large Language Models (LLMs) demonstrate strong capabilities in general coding...

Max It or Miss It: Benchmarking LLM On Solving Extremal Problems

arXiv:2510.12997v2 Announce Type: replace-cross Abstract: Test-time scaling has enabled Large Language Models (LLMs) with remarkable...

Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science

arXiv:2506.04410v1 Announce Type: cross Abstract: Contemporary approaches to assisted scientific discovery use language models to...

Masked Gated Linear Unit

arXiv:2506.23225v1 Announce Type: cross Abstract: Gated Linear Units (GLUs) have become essential components in the...

MapFormer: Self-Supervised Learning of Cognitive Maps with Input-Dependent Positional Embeddings

arXiv:2511.19279v3 Announce Type: replace-cross Abstract: A cognitive map is an internal model which encodes the...

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

arXiv:2509.16197v1 Announce Type: cross Abstract: Unified multimodal Large Language Models (LLMs) that can both understand...

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