TECH NEWS

Google Pixel 12 Leak Reveals Four Models and Fold Details

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Google’s next Pixel lineup is starting to take shape well ahead of its expected 2027 debut.

Four devices reportedly appearing in GSMA IMEI records point to a standard Pixel 12, two Pro models, and a foldable. Separate display reporting also suggests Google is testing changes to the Pixel 12 Pro Fold’s inner screen.

The most notable upgrade may be aimed at one of foldable phones’ most persistent problems: the crease running through the center of the display.

Industry records fill in the lineup

Reported entries in GSMA IMEI records cover the Pixel 12 lineup from the standard phone through the Fold.

ModelModel numberReported display resolution Pixel 12GC0QU1080 x 2400 Pixel 12 ProGWU591280 x 2824 Pixel...

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How to Regression-Test the Systems Evaluating Your AI Agents

An agent is supposed to call lookup_order, then issue_refund, then explain the result. The trace shows exactly that sequence. The evaluation dashboard marks the run as a failure: “required tool missing.” After an hour of prompt changes, someone inspects the adapter. It renamed issue_refund to refund during

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5 Sources of Nondeterminism That Can Break Decentralized Verification

Every decentralized network eventually runs into the same wall. You have N independent parties who must reach the same conclusion about the same fact, without coordinating, and then act on it — usually by moving money. If any two of them disagree, you do not have a network. You have a

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Designing Runtime Authorization for Long-Running AI Agents

We are getting good at handing AI agents work. We are slower at asking whether they should still have that access five minutes later. That gap is turning into an identity problem. Old authorization assumes a fairly stable actor. A person signs in. A service gets a token. A role

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Behind the Code: How a 19-Year-Old Music Producer Builds Zero-Cost AI Systems

Welcome to HackerNoon’s Meet the Writer Interview series, where we learn a bit more about the contributors that have written some of our favorite stories. So let’s start! Tell us a bit about yourself. For example, name, profession, and personal interests. I’m Kxrn (Karan Gupta), a 19-year-old

Industry records fill in the lineup

Read more

How to Regression-Test the Systems Evaluating Your AI Agents

5 Sources of Nondeterminism That Can Break Decentralized Verification

Designing Runtime Authorization for Long-Running AI Agents

Behind the Code: How a 19-Year-Old Music Producer Builds Zero-Cost AI Systems