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LLM evaluation benchmarks aren’t as objective as they seem. What LLM picked as the LLM as a Judge can dramatically change the outcome of the evaluation. However, the Language Model Council research suggests that the top spot on any given leaderboard might be an artifact of evaluation design rather than a reflection of superior, generalized capability.

November 25, 2025December 10, 2025

Written by H.Holman

AI and Language Model Research

Is This “Humanity’s Last Exam”… For Language Models?

Humanity’s Last Exam is a multi-modal case study designed to measure the capabilities of large language models.

November 21, 2025December 10, 2025

Written by H.Holman

AI and Language Model Research

Humains-Junior Language Model Challenges GPT-4o on Factual Accuracy

A new research paper from Humains-Junior language model reportedly matches the factual accuracy of GPT-4o on a specific public subset. According to the paper the Humains-Junior language model achieves this performance through an innovative method called “Exoskeleton Reasoning.”

November 7, 2025December 10, 2025

Written by H.Holman

Explosive Growth Signals Golden Age for Small Businesses To Shift Online in 2025-2026

Top Five Reasons Why Acquiring an AI LLM Can Grow Your Business With an ROI

Discover how AI LLM Software Improves Profits and Customer Experiences for Businesses

M&A Hot list | The Top 10 Online Businesses Buyers Are Searching For

Where to Begin Buying Online Businesses

How To Be A Serial Entrepreneur Without Starting A Business

Outdated ID Verification Puts Online Businesses At Risk, Pending Real-Time Payments

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