What are the prospects for offering AI-only counseling? A consideration of how necessary humans are in talk therapy effectiveness.
Author Archives: Anne Zelenka
Data scientist hiring tip: Build your machine learning pipeline first
Before hiring a data scientist, consider building out a full ML pipeline with your existing data engineering and DevOps staff.
Natural language processing hits and misses: Learnings from our alpha launch
There’s a need for faster, easier, better ways to get natural language processing capabilities out in the world. We’re looking to figure out how.
Machine learning project fail: PowerPoint model deployment
Instead of delivering ML-powered guidance, many inexperienced businesses see their expensive data science efforts result only in PowerPoints.
Highly Recommended: Andrew Ng on Data-Centric AI
AI expert Andrew Ng calls for data-centric AI/ML development, supported by better MLOps tools and processes. As an industry, we need to develop a machine learning development lifecycle that is as standard and effective as software development lifecycles.
The case for hybrid AI in business
Hybrid AI systems which combine symbolic and nonsymbolic approaches will give many businesses a faster route to success with AI than they can achieve with nonsymbolic approaches alone.
Year in review
Review the past year’s top five and bottom five, then identify the values these express. Aligning with your values can result in a richer, more meaningful life.
Five AI trends that matter in 2021
Five things we’re excited about for 2021: Few-shot learning, emotionally engaging AI, artificial domain intelligence, augmenting human intelligence, and feature stores.
Why incantata?
How we named our startup. What does magic, delight, and poetry have to do with it?