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28,829 views • 2 months ago •via X (Twitter)

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David Sacks: The AI Regulatory Frenzy at the State Level is “Very Concerning” “Let me give you some stats on this.” “All 50 states have introduced AI bills in 2025.” “There's been over 1,000 bills in state legislatures.” “118 AI laws have already been passed across the 50 states.” “Everyone just seems to be motivated by the imperative to ‘do something’ on AI, even though no one's really sure what that something should be.” “And there's no real agreement on what all these AI regulations are supposed to do, or what the risks are, so they're just making things up.” “So you've got 50 different states each with their own reporting regime, which is going to be a trap for startups because they've all gotta figure this out about what they're supposed to report on, what the deadlines are, who to report to.” “And if you wanna see where this is going, look at Colorado.” “This has already been passed into law, SB 24-205, Consumer Protections for Artificial Intelligence. It bans something they call ‘algorithmic discrimination.’” “Algorithmic discrimination is defined as unlawful differential treatment or disparate impact based on protected characteristics. So things like age, race, sex, disability.” “If any of those factors drive an AI decision and it results in a disparate impact, then both the developer of the AI model and the deployer, which means the business that's using it, can be in violation of this law and they can be prosecuted by the Colorado Attorney General.” “The only way that I see for model developers to comply with this law, is to build in a new DEI layer into the models, to basically somehow prevent models from giving outputs that might have a disparate impact on protected groups.” “So we're back to Woke AI again, and I think that's the whole point.”

The All-In Podcast

186,860 views • 10 months ago

The Left Declared Competence a Civil-Rights Violation The left has reached the point where requiring a police officer to read is considered racial discrimination. Maryland State Police used a neutral examination to determine whether applicants possessed the basic skills needed to write reports and perform police work. Black applicants failed at higher rates. The Biden Justice Department responded by attacking the examination and helping produce a settlement approaching $3 million. The test did not ask anyone’s race. The department did not exclude anyone because of race. Applicants were measured against the same standard. Under disparate-impact ideology, equality itself became the offense because equality failed to manufacture the desired result. This doctrine requires society to abolish every standard that exposes a disparity. Police examinations become discriminatory. Teacher examinations become discriminatory. Academic requirements become discriminatory. Any measurement of competence remains acceptable only until it measures competence. The humiliation imposed on black Americans is difficult to overstate. The same people who call themselves anti-racists have constructed an ideology based on the assumption that black applicants cannot be expected to meet ordinary standards. They then demand that the standards disappear and congratulate themselves for their compassion. A sane civil-rights movement would insist that every child receive the education required to meet high expectations. The modern left protects failing institutions, lowers the expectations and accuses anyone who notices the decline of racism. How are normal people expected to share a functioning civilization with ideologues who believe that the ability to read should become negotiable when hiring police officers? Roads, hospitals, schools, courts and public-safety agencies depend on competence. Reality does not accept an equity exemption. A police report filled with errors does not become accurate because the officer was hired through a socially approved process. Disparate-impact ideology has converted failure into evidence against the test, incompetence into victimhood and standards into contraband. Every bad result produces the same administrative solution... lower the requirement, punish the institution and invoice the taxpayer. The left would rather abolish qualification than admit that anyone failed to qualify. The public will eventually discover the cost while depending on the people they declared competent by eliminating the evidence that they were not.

Apple Lamps

29,374 views • 1 month ago

🚨 MOSTLY PEACEFUL PHONE HEIST: Black 'Youth' Savagely Beats Defenseless White Woman for Her Cellphone – FBI + NCVS Data Expose the Ignored Epidemic: BLACK ON WHITE & BLACK ON BLACK VIOLENCE! 🔥 Surveillance footage doesn’t lie. Watch a young Black male storm a cellphone store and unleash a ferocious, unprovoked assault on an older White woman — dragging her down, pummeling her on the floor, stomping her while she’s helpless, then snatching her phone and bolting. “Procuring himself a new cellphone,” in the bitterly ironic words of one poster. One of the most sickening things you’ll see this week. Prayers for this poor woman. This isn’t random chaos. It’s a microcosm of a macro pattern criminologists have documented for decades, but polite society refuses to name. FBI Uniform Crime Reports (latest detailed tables) show African Americans — 13% of the U.S. population — account for 51–55% of murder offenders and ~33% of all violent crime arrests. Expanded Homicide Data: Black-on-White murders outnumber White-on-Black by more than 2-to-1 (566 vs. 246 in the 2019 snapshot; the ratio holds across years). The gold-standard National Crime Victimization Survey (BJS/NCVS), which bypasses police “bias” by asking victims directly who attacked them, confirms the same asymmetry: Black offenders commit the overwhelming majority of interracial violent crimes against Whites — robberies and assaults at rates 8–15 times higher per capita than the reverse. Intra-racial crime dominates overall, as it does in every group. But when violence crosses racial lines, the skew is not even close to symmetric. That is empirical reality, not narrative. Elites lecture endlessly about “systemic” this and “disparate impact” that — yet the data show the real disparate impact lands hardest on innocent victims of all races when we pretend group behavioral patterns don’t exist. We don’t solve problems by lying about them. We don’t have to live like this. Demand color-blind justice, relentless policing of violent predators, and cultural honesty that refuses excuses. The woman on the floor deserved better. So does every American tired of the euphemisms. Face the data. Enforce the law. Protect the vulnerable. #BlackOnWhiteCrimeReality #FBIStatsDontLie #NCVSVictimData #EndTheSilence #LawAndOrderNow #CrimeByTheNumbers #WakeUpAmerica

Tony Seruga

45,733 views • 3 months ago