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language models

A curated archive of frontier intelligence, operator-grade guides, and strategic analysis.

5 articles Professional Briefings Operator-Focused

Frontier Signal

Verbal Process Supervision (VPS) Boosts LLM Reasoning to 94.9%

Verbal Process Supervision (VPS) uses structured natural-language critique to improve LLM reasoning performance, achieving 94.9% on GPQA Diamond without training.

Apr 25, 2026 8 min read Siegfried Kamgo

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AI researcher analyzing language model reasoning performance on multiple computer monitors in a modern research laboratory

Knowledge graph network visualization with AI neural network overlay showing automated construction process

Frontier Signal

LLHKG Framework: Knowledge Graph Construction with LLMs

LLHKG framework enables lightweight language models to construct knowledge graphs automatically from text, achieving performance comparable to GPT-3.5 in entity...

Apr 22, 2026 8 min read

Knowledge graph network visualization with AI language model processing text data

Frontier Signal

LLHKG Framework Uses Language Models for Knowledge Graph Construction

New LLHKG framework enables lightweight language models to construct knowledge graphs with performance comparable to GPT-3.5, automating entity and relation...

Apr 22, 2026 7 min read

Frontier Signal

LLHKG Framework Uses Language Models for Knowledge Graphs

LLHKG framework enables lightweight language models to construct knowledge graphs with performance comparable to GPT-3.5, automating entity and relation extraction.

Apr 22, 2026 7 min read

Editorial concept of a cross-species mRNA language model, with a DNA helix integrated into a neural network and species icons connected by light beams.

Educational

Training mRNA Language Models Across 25 Species for $165

The CodonRoBERTa-large-multispecies model was trained across 25 species for just $165. Discover how this breakthrough enables affordable, scalable genomics AI...

Apr 7, 2026 11 min read

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Verbal Process Supervision (VPS) Boosts LLM Reasoning to 94.9%

LLHKG Framework: Knowledge Graph Construction with LLMs

LLHKG Framework Uses Language Models for Knowledge Graph Construction

LLHKG Framework Uses Language Models for Knowledge Graphs

Training mRNA Language Models Across 25 Species for $165