Force Contract Checks After Logistics Data Exposure and Power Shifts

At the same time, the research suggests a liability avoidance strategy – make your model large enough that no output can be attributed to any one specific input. James Grimmelmann, a law professor at Cornell Law School and Cornell Tech, said in a statement, “If attribution worked, it would reliably tell us whether similarities between a model's output and a copyright-protected work are due to copying or coincidence

"If those outputs have nothing to do with any individual piece of training data, that raises questions about fair use, about whether the outputs are themselves copyrightable as novel works, and about how authors get compensated when what comes out of a model isn't attributable to anything on the internet," he said

MIT computer scientists went looking for a way to attribute AI model output to specific training data, in the hope that understanding could inform AI regulation. What they found, described in a paper titled, "Outputs of Generative Diffusion Models are Often Unattributable," looks like it will actually make regulation more difficult

US tech companies rely heavily on the visa to recruit foreign workers for specialist roles

CXO Third consecutive annual decline adds to concerns about shortages of specialist skills Fewer skilled overseas workers are applying for UK tech visas, with numbers down for the third year running even as ministers talk up Britain's chances in the global technology race. The tally fell 7 percent, from 37,376 applications in 2024 to 34,936 last year, according to UK Visas and Immigration figures obtained by accounting company RSM UK and shared with The Register

Britain isn't alone in seeing fewer overseas workers knocking at the door

One approach, favored by Nvidia and other industry heavyweights, is distribution at 800 VDC. The two electrical enterprises are therefore developing a modular SST capable of converting medium-voltage AC at up to 36 kV into a stable 800 VDC output for downstream distribution

"Solid-state transformers are critical for these large and power intensive structures

The two electrical enterprises are therefore developing a modular SST capable of converting medium-voltage AC at up to 36 kV into a stable 800 VDC output for downstream distribution. Siemens says that the SST will provide a compact, galvanically isolated alternative to conventional multistage AC-to-DC power conversion architectures, reducing intermediate conversion stages and enabling more efficient delivery to high-density AI infrastructure

"This is the first time since Trezor was founded in 2013 that we have experienced a breach that exposed customer phone numbers and shipping addresses

ShipMonk is subject to Trezor's 90-day retention policy, which requires partners to delete or anonymize customer data within 90 days of collecting it for an order. ShipMonk did not immediately respond to a request for comment

Security Even if your hardware is secure, quantum-ready, encrypted, and future-proof, no one is immune to a supplier letting the side down Cryptocurrency hardware wallet maker Trezor has confirmed that a breach at one of its shipping partners exposed the personal data of more than 13,000 customers. The company's initial findings suggested the breach was limited to orders placed in certain countries during the previous 90 days