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Entrepreneur op-ed argues rushed AI decisions are causing costly reversals for companies

An Entrepreneur contributor opinion piece warns that pressure to 'move fast' on AI adoption is pushing leaders into hasty decisions on technology, talent and investment. The author cites a finding that nearly one-third of U.S. hiring managers whose companies cut jobs due to AI have since rehired for some of those roles, and notes a survey showing only two in five leaders reflect on decisions weekly.

Goodfire launches internal 'activation' monitors to flag rogue AI agents via Baseten

Interpretability startup Goodfire has released AI safety monitors that inspect a model's internal signals in real time, rather than reviewing its text output after the fact. The tool is now available to customers of Baseten, which hosts AI models, following a safety partnership announced last month with Baseten's Base Labs and Hugging Face. Users can choose which risks to flag, such as hacking attempts or weapons-related misuse, and select automated responses ranging from logging to blocking requests.

Natura launches $99 Interface smart ring for AI agent access

Startup Natura has unveiled Interface, a $99 smart ring that lets users summon AI agents with a finger tap to complete tasks or capture notes without using their phone. The ring also tracks health metrics like heart rate, HRV, sleep and activity, and will work with agents including Meta's Muse, Instinct, Grokbot, Claude and ChatGPT. Pre-orders open next month, with shipping expected in December or January.

Finland halts Google data center construction at two sites over forest clearing

Finland's Licensing and Supervision Agency ordered Google subsidiary Tuike Finland Oy to stop building two data centers in Muhos and Kajaani pending completion of environmental impact assessments. The agency is investigating claims that more than 740 acres of forest were cleared for the project without proper authorization. Google acknowledged falling short of its own standards and said it is pursuing biodiversity measures including planting trees across 130 hectares at Muhos.

Labor Department suspends Microsoft, Adobe and IT firms from green-card program

The U.S. Department of Labor said it will stop accepting new applications under its Permanent Labor Certification program for Microsoft, Adobe, Cognizant, Infosys, Capgemini, Tata, Wipro and HCL. Labor Secretary Keith Sonderling said Microsoft and Adobe were suspended due to multiple active federal investigations, and cited figures showing the companies have collectively sought millions of foreign worker visas since 2009. Vice President JD Vance separately criticized Microsoft over 2025 layoffs, saying the company would be barred from the program until it prioritizes American workers.

Folkston ICE detainees use facility's own video tablets to film conditions, face segregation

Four detainees at the Folkston ICE Processing Center in Georgia used the facility's video conferencing tablets to record a five-minute video describing dysfunctional immigration court proceedings and conditions inside, including a work program paying $1 a day. Attorney Samantha Hamilton said all the men in the video were subsequently placed in segregation as retaliation. Following the video's release, 45 detainees signed an open letter and about 73 are reportedly on a hunger strike.

Microsoft, Adobe, Infosys among firms suspended from green card labor program

The Trump administration has suspended Microsoft, Adobe, Capgemini, Cognizant, HCL, Infosys, Tata, and Wipro from a permanent labor certification program used to secure green cards for skilled foreign workers, citing alleged fraud. Labor Secretary Keith Sonderling said the government will stop accepting new or pending applications tied to these companies, and Vice President JD Vance said the move targets firms he says should be hiring American workers instead. Vance also said the administration will investigate nine universities, including Harvard, Yale, and Stanford, over alleged misuse of programs for international students.

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