“From a business angle, they’re just doubling down as much as they can to try and force people to use AI,” one edtech critic said. “But from a pure learning angle, why?”

Cybersecurity’s AI reckoning has arrived, and Arora has become a go-to advisor to CEOs.

How Pfizer, Lumen, Cisco, UPS, Palo Alto Networks, and Thermo Fisher are moving AI beyond pilots—using it to reshape drug discovery, networks, logistics, cybersecurity, and daily work.