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Joined 2 years ago
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Cake day: June 16th, 2023

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  • An LLC is a business. There’s no other way around it. The IRS will revoke your LLC if you are not running it as a business or under protected non-profit clauses.

    Don’t take my word for it. Please consult with someone who has owned LLCs or even sole proprietorships for more than 5 years before charging ahead.

    I’ve been running either an LLC or a sole proprietorship for 7 years, but I’m just random random internet person.

    Also 1/3 of tax law are the actual words of any given law. The other 2/3 of tax law is executive interpretation/enforcement and case law from around the country.

    There are some really interesting cases, even where tax lawyer firms get it wrong. In one instance a law firm tried to deduct their daily lunches as business meetings, and the tax court said no, even though it clearly states in the text of law that this is permissable. The judge basically said you can’t declare a daily lunch as a business meeting.

    Other court documents can be found here:

    https://www.taxnotes.com/research/federal/court-documents




  • Absolutely air traffic in the sky should be identified. There is no problem with that, but it’s the idea that it is too easy to find out everything about an aircraft owner by simply seeing the number on their tail.

    The rich guys obfuscate that info with shell corps to own the aircraft.

    Shouldn’t everyone have the right to the same level of privacy regardless of how much money they have?



  • CodeInvasion@sh.itjust.workstoTechnology@lemmy.world*Permanently Deleted*
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    3 months ago

    It is different because you typically need to know the municipality I live in first.

    Also the registration allows anyone to track me anytime I fly.

    How would you feel if you had a public gps transponder on your car publicly showing who you, where you are, and where you live? Also what if you are required to plaster that registration number on the side of your vehicle in large letters that can be seen from a block away?

    It’s a massive invasion of personal privacy.



  • CodeInvasion@sh.itjust.workstoTechnology@lemmy.world*Permanently Deleted*
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    3 months ago

    This is actually most helpful to the little guys that own $20,000 airplanes.

    I have a small airplane and it’s always bothered me that my name and address are publicly accessible through the FAA registry.

    Most pilots I know are careful about photos they publish online showing their tail number printed in large bold letters on either side of the aircraft. This registration number can be entered into websites like flightaware.com and someone is literally two clicks from seeing my full name and home address.










  • Well, OpenAI has clearly scraped everything that is scrap-able on the internet. Copyrights be damned. I haven’t actually used Deep seek very much to make a strong analysis, but I suspect Sam is just mad they got beat at their own game.

    The real innovation that isn’t commonly talked about is the invention of Multihead Latent Attention (MLA), which is what drives the dramatic performance increases in both memory (59x) and computation (6x) efficiency. It’s an absolute game changer and I’m surprised OpenAI has released their own MLA model yet.

    While on the subject of stealing data, I have been of the strong opinion that there is no such thing as copyright when it comes to training data. Humans learn by example and all works are derivative of those that came before, at least to some degree. This, if humans can’t be accused of using copyrighted text to learn how to write, then AI shouldn’t either. Just my hot take that I know is controversial outside of academic circles.


  • Yah, I’m an AI researcher and with the weights released for deep seek anybody can run an enterprise level AI assistant. To run the full model natively, it does require $100k in GPUs, but if one had that hardware it could easily be fine-tuned with something like LoRA for almost any application. Then that model can be distilled and quantized to run on gaming GPUs.

    It’s really not that big of a barrier. Yes, $100k in hardware is, but from a non-profit entity perspective that is peanuts.

    Also adding a vision encoder for images to deep seek would not be theoretically that difficult for the same reason. In fact, I’m working on research right now that finds GPT4o and o1 have similar vision capabilities, implying it’s the same first layer vision encoder and then textual chain of thought tokens are read by subsequent layers. (This is a very recent insight as of last week by my team, so if anyone can disprove that, I would be very interested to know!)


  • While noble in intent, the protest itself was incredibly stupid and dangerous.

    I am a pilot that flies into Hanscom Field and I remember the day of the protest. It was low ceilings, so no visibility. You don’t see the runway until the last 400 feet and that 400 feet goes very quick once you pop out. The protesters chose to stand on the runway in these conditions at great peril to themselves, flight crew, and passengers.

    People have been trying to get this airport shut down for years due to noise. It’s very hard to convince people that homeowners (of properties worth multiple millions of dollars) who have been complaining about noise from the airport for 20 years suddenly care about the environment.

    Hanscom already sees tons of jet traffic, with many landing, unloading passengers, and flying to another airport for storage (ferry flights). While there is bound to be some induced demands from hangar expansion, the runway utilization is already maxed out. There are long wait times for takeoff because of all the traffic. Aircraft are told to hold or circle to deconflict landings. Hangar expansion will reduce the number of wasteful ferry flights.

    Not to mention that the area where the hangars are being built is currently a toxic waste hazard from the US Air Force. In fact, old Air Force hangars still exist on that side of the airport, but no one is allowed to go over there because of the toxic waste. This hangar expansion will clean up that toxic waste.