by ILW | Oct 30, 2026 | Blog Article
Written by Jennifer Marie Finneran, Senior Agilist, Illumination Works AI conversations often start with the same question: What can AI do? It’s an exciting question, with an exceptional number of possible answers. However, the question itself is too shallow to drive...
by ILW | Apr 30, 2026 | Blog Article
Written by Dr. Swaminathan Krishnan, Senior Data Scientist, Illumination Works Time series capture the variation of physical measurements over time. Because time is eternal and change is the only constant in nature, time series data are ubiquitous. What’s more, the...
by ILW | Dec 1, 2025 | Blog Article
As artificial intelligence (AI) continues to evolve, the way we balance autonomy and human oversight is entering a new era. Traditional human-in-the-loop (HITL) models rely on humans as checkpoints—approving, rejecting, or validating AI outputs before they move...
by ILW | Apr 7, 2025 | Blog Article
Written by Dr Swaminathan Krishnan, Senior Data Scientist, Illumination Works AI adoption hinges on its trustworthiness. Validation and testing help to build trust. But how truly trustworthy is the AI? Uncertainty quantification resolves this question, establishing a...
by ILW | Apr 7, 2025 | Blog Article
Written by Dr Swaminathan Krishnan, Senior Data Scientist, Illumination Works Data science reflects on the past to illuminate the future, but since humans make decisions based on their assessment of risks and rewards, it is crucial that this forecast is accompanied by...
by ILW | Apr 2, 2025 | Blog Article
Written by Audrey Way, Data Visualization Specialist, Illumination Works Despite all the data at our fingertips, businesses still struggle to turn insights into action. The problem isn’t the numbers—it’s how our brains interpret them, and without integrating decision...
