Technology

Mega-consolidation is as much a threat as AI. Paramount being allowed to takeover Warner Bros., the PIF being allowed to snap up EA, and similar future deals will have devastating effects for everyone.

cross-posted from: https://lemmy.world/post/40009551

https://www.404media.co/man-charged-for-wiping-phone-before-cbp-could-search-it/

A man in Atlanta has been arrested and charged for allegedly deleting data from a Google Pixel phone before a member of a secretive Customs and Border Protection (CBP) unit was able to search it, according to court records and social media posts reviewed by 404 Media. The man, Samuel Tunick, is described as a local Atlanta activist in Instagram and other posts discussing the case. The exact circumstances around the search—such as why CBP wanted to search the phone in the first place—are not known. But it is uncommon to see someone charged specifically for wiping a phone, a feature that is easily accessible in some privacy and security-focused devices. 💡 Do you know anything else about this case? I would love to hear from you. Using a non-work device, you can message me securely on Signal at joseph.404 or send me an email at joseph@404media.co. The indictment says on January 24, Tunick “did knowingly destroy, damage, waste, dispose of, and otherwise take any action to delete the digital contents of a Google Pixel cellular phone, for the purpose of preventing and impairing the Government’s lawful authority to take said property into its custody and control.” The indictment itself was filed in mid-November. Tunick was arrested earlier this month, according to a post on a crowd-funding site and court records. “Samuel Tunick, an Atlanta-based activist, Oberlin graduate, and beloved musician, was arrested by the DHS and FBI yesterday around 6pm EST. Tunick's friends describe him as an approachable, empathetic person who is always finding ways to improve the lives of the people around him,” the site says. Various activists have since shared news of Tunick’s arrest on social media.

The indictment says the phone search was supposed to be performed by a supervisory officer from a CBP Tactical Terrorism Response Team. The American Civil Liberties Union (ACLU) wrote in 2023 these are “highly secretive units deployed at U.S. ports of entry, which target, detain, search, and interrogate innocent travelers.” “These units, which may target travelers on the basis of officer ‘instincts.’ raise the risk that CBP is engaging in unlawful profiling or interfering with the First Amendment-protected activity of travelers,” the ACLU added. The Intercept previously covered the case of a sculptor and installation artist who was detained at San Francisco International Airport and had his phone searched. The report said Gach did not know why, even years later. Court records show authorities have since released Tunick, and that he is restricted from leaving the Northern District of Georgia as the case continues. The prosecutor listed on the docket did not respond to a request for comment. The docket did not list a lawyer representing Tunick.

The paper argues that we are hitting a wall with current AI because we are obsessed with number crunching instead of structure.

Belabes posits that modern AI is too focused on statistical minimization and processing speed, which reduces everything to collections of numbers that inherently lack meaning. You lose the essence of what you are actually trying to model when you strip away the context to get raw data. The author suggests a pivot to Alexandre Grothendieck's Topos theory, which provides a mathematical framework for understanding geometric forms and preserving the deep structure of data rather than just its statistical number crunching.

Topos theory focuses on finding a new style space that acts as a bridge between different mathematical objects. Instead of just looking at points in a standard space, a topos allows us to look at the relationships and sheaves of information over that space, effectively letting us transfer invariants from one idea to another. It creates a way to connect things that seem totally unrelated on the surface by identifying their common essence. Belabes links this to the idea of conceptual strata where something that looks like noise or insignificant data in one layer might actually be critical structure in another layer. It's a move away from the binary notion of significant versus insignificant data and toward a relativistic view where significance depends on the conceptual layer you are analyzing.

The author uses literary examples like Homer and Dostoevsky to show that authentic meaning often precedes the words used to express it, whereas our current digital systems treat language as a closed loop where words define other words. Current AI essentially simulates discourse without the underlying voice or intent. By adopting a Topos-based approach, we might be able to build systems that respect these layers of meaning and read slowly to extract the actual shape of the information. It is basically a call to stop trying to brute force intelligence with bigger matrices and start modeling the actual geometry of thought.

cross-posted from: https://lemmy.world/post/39939276

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Tldr: he wants a non-upgradeable laptop that is maxed out from day one. I'd want a bit more upgrade path than he does, but he has some interesting thoughts.