As lawmakers meet this week to discuss artificial intelligence, they should work with regulators to create universal and workable definitions.

The online lender's recent completion of a $700 million securitization provided Jonathan Ebinger at BlueRun Ventures an opportunity to reflect on what he has learned about the power of alternative data.

The San Francisco fintech, which uses artificial intelligence to make consumer credit decisions, has raised an additional $50 million. It also announced new partnerships with lenders and plans for a credit card.

The New York and Israel-based investment management startup selected the initial collateral using machine-learning decisions; AI will also be used in determining when to sell consumer loans in the portfolio or buy additional assets.

The online lender has acquired NextGenVest, which uses AI and text messaging to advise high school and college students about getting loans. CommonBond’s goal is to better understand the distinctly different demographic group rising behind millennials.

Mike Cagney’s current venture, Figure Technologies, is offering consumers the ability to apply online for home equity loans and get funding in as little as five days.

Startup LoanSnap, a company funded in part by Virgin Group founder Richard Branson, has launched artificial intelligence that matches consumers with mortgages based on a complex analysis of their financial situation.