Unfortunately, so far coding models seem to perform worse and break in other ways as context grows, so it's still best practice to start a new conversation even when iterating. Luckily, high-end reasoning models are now catching when var names don't match what they actually do (as long as the declaration is provided in context).
The hollowing out of the readership by ideologically partisan staff is what led to publications becoming overly dependent on the subsidy of wealthy owners, rather than a wider pool of paid subscribers.
It is a bit ironic that an article criticizing NPR is hosted on TheFP. Especially considering its owner got promoted to the head of a major mainstream news network by one of the richest people in the world.
Never thought of it this way before. Maybe, but are there papers that remained balanced without losing too many subscribers? Tech age has been overall tough for them.
He was convicted for allowing US citizens to sign up and place trades that could theoretically be matched by people from sanctioned countries. Technically an incredibly bad service for American people who must be protected from such liberties.
Those prosecutors were deeply embarrassed by missing FTX at the time, so they then had the SEC and IRS harass and threaten innocent US citizens in Japan and the US as they fished for charges merely because they happened to once work for or hung out with CZ or employees at Binance.
CZ is the first and only known first-time offender in U.S. history to receive a prison sentence for this single, non-fraud-related charge of improper platform AML KYC implementation. Big banks routinely pay a fine for this, and never face imprisonment. The judge found no evidence that he knew of any illicit transactions and that it was reasonable for him to believe there were no illicit funds on the platform. Credit where it's due, they somehow pulled off a 4 month sentence for this unprecedented charge. And now it's all for naught.
CZ was not convicted of fraud or even money laundering. There's a reason the sentence was only 4 months. His charge was the first ever prosecution of a platform/bank poorly implementing KYC and not doing enough surveillance of its users to comply with the letter of AML regulations. The case relied on the theoretical possibility of US citizen users placing trades that are matched by people from sanctioned countries - it did not even find cases of such trades. Big banks routinely pay fines for this, and never face imprisonment.
Regardless of what you think of the circumstances of the pardon, the prosecution was not related to fraud and was an unusual case by a DOJ that was recently embarrassed by FTX and was arguably symbolic in intent.
CZ was not involved in fraud, the case only found him guilty of not doing enough to surveil his customers to sufficiently block US citizens from using a crypto exchange that other people from sanctioned countries could use.
The dispatch relayer and responding officers should at least have ready access to a screen where they can see a video/image of the raw footage that triggered the AI alert. If it is a false alarm, they will better see it and react accordingly, and if it is a real threat they will better understand the initial context and who may have been involved.
According to a news article[1], a human did review the video/image and flagged it as a false positive. It was the principal who told the school cop, who then called other cops:
> The Department of School Safety and Security quickly reviewed and canceled the initial alert after confirming there was no weapon. I contacted our school resource officer (SRO) and reported the matter to him, and he contacted the local precinct for additional support. Police officers responded to the school, searched the individual and quickly confirmed that they were not in possession of any weapons.
What's unclear to me is the information flow. If the Department of School Safety and Security recognized it as a false positive, why did the principal alert the school resource officer? And what sort of telephone game happened to cause local police to believe the student was likely armed?
Good lord, what an idiot principal. If the principal saw how un-gun-like it looked, he could have been brave enough to walk his lazy ass down to where the student was and said "Hey (Name), check this out. (show AI detection picture) The AI camera thought this was a gun in your pocket. I think it's wrong, but they like to have a staff member sign off on these since keeping everyone safe from violence is a huge deal. Can I take a picture of what it actually is in your pocket?"
Sounds like a "better safe than sorry" approach. If you ignore the alert on the basis that it's a false positive, then it turns out it really was a gun and the person shoots somebody, you're going to get sued into the ground, fired, name plastered all over the media, etc. On the other hand, if you call in the cops and there wasn't a gun, you're fine.
> "On the other hand, if you call in the cops and there wasn't a gun, you're fine."
Yeah, cause cops have never shot somebody unarmed. And you can bet your ass that the possible follow-up lawsuit to such a debacle's got "your" name on it.
It might be, depending on the integrity of "the system".
I can make a system that flags stuff, too. That doesn't mean it's any good. If they can show there was no reasonable cause then they've got a leg to stand on.
It’s the literal truth. How can that be a false report? A false report means you reported something you know to be untrue, not that you relayed bad information.
It would only be negligence if the police were considered like some sort of dangerous wild animal that people need to avoid provoking, and can't be held responsible on its own.
Which may very well be accurate, but I can't imagine the law ever punishing someone on that basis.
Reports on child welfare, it is often illegal to release the name of the tipster. Commonly taken advantage of by disgruntled exes or in custody dusputes.
They're the main open source privacy-preserving video models that VeniceAI has started offering with a convenient frontend. Ovi is one with image to video and there is also Wan 2.1 image to video, Wan 2.2 text to video. Wan 2.5 is available but it's routed in an anonymized fashion to the official provider. They're also much more affordable compared to the routed Kling, Veo, and Sora options.
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