by Cathy Claude | 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 Cathy Claude | 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 Cathy Claude | 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 Cathy Claude | 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 Cathy Claude | 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...
by Cathy Claude, Marketing Director | Mar 6, 2025 | Blog Article
Tackling the maze of AI cyber risks requires navigating a complex landscape of vulnerabilities, from adversarial attacks and data poisoning to evolving supply chain threats. By adopting proactive strategies and building resilient systems, organizations can stay one...
