by Jule | Jul 24, 2024 | AI, AI Auditing, AI safety framework, LLM, Privacy, Regulation
Data Preprocessing and De-identification Tokenisation and Encryption Before feeding sensitive data into the LLM, implement tokenisation or encryption techniques to replace identifiable information with non-sensitive tokens. This preserves data utility while protecting...
by Jule | Jul 23, 2024 | Anonymisation, Data, Ethics, Privacy, Software Development
Protecting individual privacy while leveraging data for innovation is a fine balance. Anonymisation is a key practice in ensuring data privacy, and understanding its principles and implementation is vital for developers. What is Anonymisation? Anonymisation is the...
by Jule | Jul 18, 2024 | AI, Artificial Intelligence
Requirements for implementing AI in an organisation: Executive Sponsorship: Secure support from top management. Business Objectives: Clearly define goals and expectations. Realistic Expectations: Understand the timeline (3 to 36 months) and outcomes. Budget: Ensure...
by Jule | Jul 17, 2024 | Experimentation, Pretotype, Product Development, Product discovery, Product Management, Testing business ideas
What are Pretotypes? Pretotyping, a term coined by Alberto Savoia at Google, involves creating a preliminary version of a product to validate its core functionality and market appeal. Unlike prototypes, which are detailed and closer to the final product, pretotypes...
by Jule | Jul 16, 2024 | Bias, Critical thinking, Decision making
Daniel Kahneman identified several key cognitive biases in his book “Thinking, Fast and Slow” that affect our decision-making processes. Here are some of the main biases and how they impact our choices: Key Cognitive Biases Anchoring Bias This is the...
