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How AI in the workplace is rewriting enterprise culture

AI in the workplace helps enterprises reshape cultures by making work lighter, learning faster, and where people spend less time managing and more time doing more.

Feb 2, 2026

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Jun 19, 2024

Prompt Pipelines

LLM-based applications can take the form of autonomous agents, prompt chaining or prompt pipelines. These approaches make use of one or more underlying prompt template.

Cobus Greyling

Jun 16, 2024

Active Prompting with Chain-of-Thought for Large Language Models

Active Prompting with Chain-of-Thought for Large Language Models By using AI accelerated human annotation this framework removes uncertainty and introduces reliability via a Chain-Of-Thought baseline.

Cobus Greyling

Jun 14, 2024

Teaching LLMs To Say, “I don’t know”

Teaching LLMs To Say, “I don’t know” Instead of stating that it does not know, LLMs hallucinate. Hallucination can best be described as highly plausible, succinct & reasonable responses from a LLM, but which is factually incorrect.

Cobus Greyling

Jun 12, 2024

Improving Text Embeddings with LLM Generated Synthetic Data

Improving Text Embeddings with LLM Generated Synthetic Data This study examines how the requirement for weak supervision and human labeled data can be replaced with synthetic data for embeddings, at scale.

Cobus Greyling

Jun 10, 2024

LLM Performance Over Time & LLM Task Contamination

LLM Performance Over Time & Task Contamination

Cobus Greyling

Jun 6, 2024

Data Design For Fine-Tuning LLM Long Context Windows

Data Design For Fine-Tuning LLM Long Context Windows Fine-Tune your LLM To fully utilise the available context window.

Cobus Greyling

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Blog

How AI in the workplace is rewriting enterprise culture

AI in the workplace helps enterprises reshape cultures by making work lighter, learning faster, and where people spend less time managing and more time doing more.

All Articles

Prompt Pipelines

Active Prompting with Chain-of-Thought for Large Language Models

Teaching LLMs To Say, “I don’t know”

Improving Text Embeddings with LLM Generated Synthetic Data

LLM Performance Over Time & LLM Task Contamination

Data Design For Fine-Tuning LLM Long Context Windows

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