Google Faces Multibillion-Dollar US Patent Trial Over AI Tech (reuters.com) 27
Alphabet's Google is set to go before a federal jury in Boston on Tuesday in a trial over accusations that processors it uses to power AI technology in key products infringe a computer scientist's patents. From a report: Singular Computing, founded by Massachusetts-based computer scientist Joseph Bates, claims Google copied his technology and used it to support AI features in Google Search, Gmail, Google Translate and other Google services. A Google court filing said that Singular has requested up to $7 billion in monetary damages, which would be more than double the largest-ever patent infringement award in U.S. history.
Google spokesperson Jose Castaneda called Singular's patents "dubious" and said that Google developed its processors "independently over many years." "We look forward to setting the record straight in court," Castaneda said.
Google spokesperson Jose Castaneda called Singular's patents "dubious" and said that Google developed its processors "independently over many years." "We look forward to setting the record straight in court," Castaneda said.
New law via AI (Score:2)
Re:New law via AI (Score:5, Interesting)
1) Singular made chips that were more efficient for AI.
2) They introduced their chips to Google, who brought them to Mountain View and looked at them.
3) Instead of buying Singular's chips, Google decided to make their own chips.
Of course, now there are a bunch of companies designing chips that are optimized for AI in various ways, but at the time I don't think there were.
Re: New law via AI (Score:2)
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If only the summary and the article hadn't contained the statement, from Google, that "Google developed its processors 'independently over many years.'"
Google lies, has lied, and will continue to lie in the future.
Re: New law via AI (Score:2)
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Who do you believe? Actually that's a joke, you don't have to believe either one of them.
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But under patent law, it wouldn't matter. Perhaps it would matter for the size of the penalty, but I don't think so. For it to matter I think it needs to be a civil law case, though IANAL, so I don't quite know the grounds. "Tortuous interference with business" comes to mind, though.
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But under patent law, it wouldn't matter.
Yeap, all that matters is whether Google is infringing on a valid patent.
If they ripped off another company's ideas, that's just Google being evil, not illegal.
"Independently".... riiiiiiight (Score:1)
[the privacy intruders] said that Google developed its processors "independently over many years."
Riiiiight. And if they (those privacy intruders) claimed infringement by someone else, they'd dismiss that same claim they're now making in their own defense now. Fucking hypocrites.
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Apparently, I've been infringing on Google's patents before they ever became a company.
How, exactly?
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Apparently, I've been infringing on Google's patents before they ever became a company.
How, exactly?
Probably by having a heartbeat.
the patents (Score:2)
Does anyone have a link to the "two patents" that were allegedly infringed?
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No, because google patent search doesn't recognize their validity :)
But you could find them from the case docket online.
Singular Computing LLC holds U.S. Patent Nos. 8,407,273 (“the '273 Patent”), 9,218,156 (“the '156 Patent”), and 10,416,961 (“the '961 Patent”), which each describe a method of “Processing with Compact Arithmetic Processing Element[s].” Singular has sued Google for infringing on those patents.
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Have you looked at the patents? What do you think?
I've read through a fair number of patents and have written a few patent applications myself. Sometimes I feel like the 'inventor' snuck one through on the patent examiner, the patent is too broad and/or vague. You could claim that a whole lot of things infringe it just because it has a few relevant keywords in it.
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Not really, maybe over the weekend if the weather is bad. But yes, bad patents in large numbers are a problem.
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https://portal.unifiedpatents.... [unifiedpatents.com]
https://www.singularcomputing.... [singularcomputing.com]
https://www.singularcomputing.... [singularcomputing.com]
Presumably they cover Google TPU [wikipedia.org] technology.
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Thanks for the links, interesting!
I 'asked Patty' and she said; "The novelty of this patent lies in the use of at least one first low precision high-dynamic range (LPHDR) execution unit within a computing device." That's pretty broad, and it may be too broad. If so the patent could be successfully challenged.
Sign-exponent only floating point? (Score:5, Insightful)
I refuse to even think about the claims in US8407273B2 (I have never seen patent claims as obnoxious as that, truly a tour de force) but from the description I'd guess they patented the idea of using sign-exponent floating point for implementing neural networks.
That seems not novel, take for instance the paper "Multilayer feedforward neural networks with single powers-of-two weights" from 1993.
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I refuse to even think about the claims in US8407273B2 (I have never seen patent claims as obnoxious as that, truly a tour de force) but from the description I'd guess they patented the idea of using sign-exponent floating point for implementing neural networks.
That seems not novel, take for instance the paper "Multilayer feedforward neural networks with single powers-of-two weights" from 1993.
Sorry, but nope. The independent claims of US8407273B2 are clear and solve a technical problem. The application appears to revolve around the idea of adding statistical noise to computations in order to simulate analog computing, thereby enabling the useful exploitation of a large number of computational cores in parallel. A corresponding limitation is at least strongly implied in the claim features "repeated execution" and "statistical mean" and further underlined by the specified minimum percentages of a
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This is clear according to you :
comprising at least one first low precision high dynamic range (LPHDR) execution unit adapted to execute a first operation on a first input signal representing a first numerical value to produce a first output signal representing a second numerical value,
wherein the dynamic range of the possible valid inputs to the first operation is at least as wide as from 1/65,000 through 65,000 and for at least X=5% of the possible valid inputs to the first operation, the statistical mean, over repeated execution of the first operation on each specific input from the at least X % of the possible valid inputs to the first operation, of the numerical values represented by the first output signal of the LPHDR unit executing the first operation on that input differs by at least Y=0.05% from the result of an exact mathematical calculation of the first operation on the numerical values of that same input.
I will continue to refuse to even dig into that level of bullshit, so lets stick to the description which at least was mostly written by an engineer before lawyers put it in their cauldron to deliver mind poison as above.
The noise mentioned in the description was only a test case to compare the Logarithmic Number System implementation against (aka sign-exponent aka Power-Of-Two), an approximation of a theoretical analogue implementation. This is clear if you read for instance
The whole patent system is a joke (Score:1)
Re: The whole patent system is a joke (Score:2)
Patents do what they say, but they also do a lot of other things that lead to the opposite of what they say. On balance they are arguably a net negative. But if they conformed to the original rules and intent, where obviousness and uniqueness mattered, they would be worth having around again.