The Hype Flow

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MCP-Universe benchmark shows GPT-5 fails more than half of real-world orchestration tasks crimedy7_illustration_of_a_group_of_robots_taking_a_test_in_a_22458d3b-4290-48ef-a0a0-3ee4710809f3_1.png?w=578

crimedy7_illustration_of_a_group_of_robots_taking_a_test_in_a_22458d3b-4290-48ef-a0a0-3ee4710809f3_1.png?w=578

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

admin August 22, 2025

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

Stop benchmarking in the lab: Inclusion Arena shows how LLMs perform in production crimedy7_illustration_of_a_race_between_robots_-ar_169_-v_7_e928de58-1325-4828-a4c3-a58c171d2176_1.png?w=578

crimedy7_illustration_of_a_race_between_robots_-ar_169_-v_7_e928de58-1325-4828-a4c3-a58c171d2176_1.png?w=578

Stop benchmarking in the lab: Inclusion Arena shows how LLMs perform in production

admin August 19, 2025

Researchers from Inclusion AI and Ant Group proposed a new LLM leaderboard that takes its data from...

Beyond generic benchmarks: How Yourbench lets enterprises evaluate AI models against actual data nuneybits_Vector_art_of_a_smiling_hugging_face_emoji_with_arms__a0538182-2148-4c6e-a5cb-6b49ebd883ea.webp?w=578

nuneybits_Vector_art_of_a_smiling_hugging_face_emoji_with_arms__a0538182-2148-4c6e-a5cb-6b49ebd883ea.webp?w=578

Beyond generic benchmarks: How Yourbench lets enterprises evaluate AI models against actual data

admin April 2, 2025

Hugging Face warned that Yourbench is compute intensive but this might be a price enterprises are willing...