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September 15, 2025

LLM Hallucinations: Why Models Make Mistakes & How to Fix Them

Explore new insights on why language models hallucinate. Learn how Appen addresses AI hallucinations with quality data, human feedback, and evaluation strategies.
2025-09-15
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August 29, 2025

How Retail AI is Transforming Shopping Experiences

Learn how Gen AI use cases in the retail industry are transforming shopping with search, personalisation, and trust-driven customer experiences.
2025-08-29
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August 28, 2025

ACL 2025: 5 Trends Shaping the Future of LLMs

ACL 2025 highlights: how trends in fine-tuning, multimodal reasoning, and efficiency are shaping the future of LLMs.
2025-08-28
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August 1, 2025

How Krippendorff’s Alpha Improves Data Reliability

Learn how to leverage Krippendorff’s Alpha to evaluate the quality of your annotated sets and inter-rater reliability (IRR).
2025-08-01
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July 22, 2025

Old Is New Again: How Rubrics and Fine-Tuning Work Together in LLM Evaluation

Learn how rubric-based evaluation and supervised fine-tuning work together to shape and measure LLM performance with human judgment at scale.
2025-07-22
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July 17, 2025

Preserving Cultural Nuance in AI: Beyond Translation

Culturally adaptive AI enables accurate, respectful communication by going beyond translation to capture nuance and context.
2025-07-17
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