Citizen journalism was heralded as an opportunity for nonprofessionals to participate in the creation and selection of news content, upending journalists’ roles as gatekeepers.
Recent evaluations show leading models generating plausible ideas for pathogen modification, evading DNA synthesis screening or providing step-by-step guidance that could assist nonexperts in bioweapon pathways.
—
Jordan Henry,
Forbes.com,
27 May 2026
Some of these entries are quite obscure for nonexperts, such as one that relies on an understanding of a five-cell von Neumann neighborhood.
But casual collectors will be shifting some focus to football with the NFL season closing in and hardcore hobbyists have likely already done so to grab key cards at a discount.
—
Benjamin Burrows,
New York Times,
7 July 2026
He’s found through his own experience that training veteran film professionals on how to use AI tools is far more effective than teaching solo hobbyists making AI videos on their phones how to collaborate on a film set.
Some CEOs are using tokens to track how their teams are deploying AI, from the productive tokenmaxers overhauling their departments to the tone-deaf dabblers squandering compute on useless projects.
—
Diane Brady,
Fortune,
20 May 2026
Not dabblers in the slave trade, tycoons of the slave trade.
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