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How to Meet New People Online Safely: Tips for Better Connections
How to Choose an AI Headshot Generator: 7 Things I Check Before Uploading a Selfie
I’ve lost count of how many people have asked me which AI headshot tool they should use. Usually it’s a friend who needs a LinkedIn photo by Friday, or a manager who has to get twelve people on the company website without booking a photographer. My honest answer is that the tools are closer in quality than their marketing suggests. Where they really differ is in the boring stuff: what you pay for, how long you wait, and what happens if the photos come back looking like a stranger. So instead of naming a winner, here are the seven things I look at, roughly in the order I look at them. If you want my short answer anyway: I start with tools that let me see the results before paying. Right now that’s Magic Studio’s headshot generator, which turns selfies into 50 headshots in about 15 minutes and only charges once you’ve looked at them. But run the checks below on anything you’re considering. They take five minutes and they’ll save you money.
Anthropic proposes a growing equity stake for public benefit, with governance details still ahead
Anthropic says a new wholly owned fund will receive 5% of company shares subject to stockholder approval, with possible additional stakes tied to valuation growth. The commitment could become large, but the company has not yet published the fund’s full governance, valuation milestones or distribution rules.
Google launches Gemini for government services in preview with human approval gates
Google has introduced a public-sector version of its Gemini agent with government skills, system connectors, partner agents and a governed control plane. The preview promises citations and human approval for consequential steps, but agencies still need to verify authority, records handling and real workflow outcomes.