What New York's AI Hiring Actually Looks Like, Read From The Listings
Job postings are the most honest public document a company produces about its priorities. Here is how to read them.
The Innovation Desk
Editorial Staff
The Innovation Desk covers technology, startups and venture capital in New York — who is building, who is funding, and who is hiring. Reporting under this byline is produced by the editorial staff of Manhattan Standard.
Articles by The Innovation Desk
How To Read New York's Tech Workforce Numbers Without Being Misled
Every few months a report declares the city's tech sector booming or collapsing. The gap is usually definitional.
Where New York's Startup Capital Actually Comes From
The city's funding base is broader than the venture firms that get written about, and the difference matters if you are raising.
What New York City's Rules On Automated Hiring Tools Require
The city regulates the use of automated tools in hiring decisions. If you screen candidates with software, this applies to you.
How To Evaluate An AI Vendor Without A Technical Team
Six questions that separate a working system from a demonstration, none of which require you to understand the model.
What Disclosure Should Look Like When AI Touches Published Work
The question is not whether a tool was used but whether a reader is misled. That reframing settles most cases.
What A SAFE Actually Does To Your Cap Table
The simplicity is real and so is the dilution. Founders routinely discover the second at the priced round.
When A New York Startup Should Incorporate In Delaware
The default is a default for reasons. They apply to some companies and not to others.
What Founders Get Wrong About Their Own Vesting
Vesting protects the founders who stay, which is exactly why the founders at the start resist it.
What A Term Sheet Really Decides
Valuation is the term founders negotiate and the one that matters least in a bad outcome.
How Venture Funds Actually Make Money
Management fees and carried interest pull in different directions, and the fund's structure explains behavior founders often find baffling.
What Actually Happens During Venture Due Diligence
Deals rarely die on the business. They die on the corporate record nobody kept.
What New York's Right To Repair Law Means In Practice
The state requires manufacturers to make some repair materials available. The scope is narrower than the headlines suggested.
How To Read A Privacy Policy In Ten Minutes
Four sections carry nearly all the meaning. The rest is architecture.
What To Check Before Buying A Connected Device For Your Home
The purchase decision includes a support commitment you are rarely told about.
What New York Requires When Customer Data Is Breached
Notification duties attach to any business holding data on New York residents, wherever the business is.
Why Multi-Factor Authentication Still Fails
Turning it on is the easy part. The attacks that work now target the recovery paths around it.
How Small Businesses Actually Lose Money To Payment Fraud
The most costly attacks involve no technical compromise at all. They involve an email and a change of bank details.
How Scientific Research In New York Actually Gets Funded
Federal grants, philanthropy and institutional support each come with different strings. The mix shapes what gets studied.
How To Read A Scientific Study You Saw In The News
Five questions, answerable from the abstract, that separate a finding from a headline.
What Clinical Trial Phases Actually Mean
Each phase answers a different question. Knowing which one a result comes from tells you how much it is worth.