Can Watson save IBM?
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IBM does truly deserve credit for making Linux a safe choice for corporate IT. Few people remember this, but believe me I sat in on IT focus groups in 2001-ish.
Every. Single. Person. In every single session in every city said "there's no way we could use it in production". In every group, there was one who added "... but if IBM..." (literally as a sentence fragment like that), then the whole room would agree out loud.
Spooky. And then IBM came out with a big Linux campaign and the rest is history. Anyway, that happened.
It doesn't make a business for IBM. But it was a good contribution. That too was a way for IBM to sell consulting services. Which is all they really are.
I was pushing Linux into production, hard, for a very large company in the late 90s, with only limited success. It wasn't until 2001, because of IBM, when the nearly fanatical resistance to Linux started to fade.
We are trying to expose state-of-the-art technology in speech, dialog, text analytics, vision, machine translation, etc as a coherent platform. I am happy to answer (without any PR BS) any question you may have.
Tika is able to parse them without a glitch, and has been doing so for a few years at least.
So I tried with some sample HTML taken from the main italian news sites. In this cases, it parsed it, but returned some garbage HTML tags and no content. BoilerPipe or similar libraries are able to extract a clean body of the news in all cases.
How is that state of the art technology?
Anyway, I don't remember exactly all the articles I tried, but two of them were
https://www.cs.princeton.edu/~chazelle/pubs/mst.pdf https://www.cs.ubc.ca/~condon/papers/chungcondon96.pdf
while one news that failed to parse was
http://www.repubblica.it/economia/2016/02/09/news/borse_9_fe...
I tried other articles and news, but I do not recall each of them exactly
The long version: It has to do with the underlying structure of the PDF; some of the characters in the above PDF have glyphs for display but don't actually map the characters to code points. So, when we pull out the text, they come through as invalid characters, which we should have filtered out. This is an issue we've seen with (all?) PDF viewers; the text you copy from a sentence isn't always what you expect... But, we're aware of that shortcoming and are looking at some ways to improve the quality.
In regard to the extra content in the news articles, we're not currently trying to do what BoilerPlate does. If you want to include or exclude specific content from a page, we have config options to do that via XPaths. Though, we're always open to ways of improving our services, and incorporating something like that would probably be useful.
The Jeopardy thing was cool but since then it's turned into this mystery black box that will supposedly solve all your problems, but nobody's can seem to point to any real successes that would matter to a business. Honestly it seems mostly like marketing fluff built on some midly proprietary distributed computing technology.
1) They're in the top 5 re: Linux contributors. (Guess who else is in there? Microsoft.)
2) They dropped their JVM (J9) for OpenJDK - again upstreaming their patches to the community.
3) Eclipse was founded by them in 2001 (later released into the public domain).
4) They released (at least part of) their ML system "SystemML" into the public domain as well, during the same month MS opened theirs and Google opened TensorFlow.
They aren't patent trolls in the sense of those Texas LLP's who lease a few hundred square feet and fire off scare-letters. They hold a lot of patents because they are one of the few companies that actually funds pure research. They make a ton of money by bilking banks/the feds/states who still run their RMV on AIX @ 2mill a year in support contracts, etc, who are vendor-locked in. A not insignificant amount of money goes to:
5) Post-docs from really smart uni's to publish theoretical comp sci work in more journals than you'd imagine, which guess what? is also public domain!
They're really not hurting the consumer at all. In fact, I honestly don't see how they could be MORE open.
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[1] (And guess Who's not upstream'ing much at all but making billions off community written software? I'll give you a hint, its not Barnes & Noble! Even VMware donated back to FreeBSD. Support HN users who actually pay-it-forward[2] and use Tarsnap[3] instead of S3.)
[2] https://www.freebsdnews.com/2015/02/25/donate-freebsd-founda...
[3] www.tarsnap.com . Not affiliated with Colin but he's been a long-time HNer who isn't a conglomerate, taking GPL/BSD software, slapping a pretty coat of paint on it and selling it for huge margins. Pay a few cents extra and support startups. Karma, guys. < /preachy hippie shit>
https://en.wikipedia.org/wiki/List_of_top_United_States_pate...
quantity and quality of contributions doesn't mean that they are the most useful contributions though
a: Asynchrony -- the async / await paradigm - if you use it in JavaScript it came from C#, which came from a MSR paper (or maybe a Microsoft Languages whitepaper.) A lot of the semantics took a very long time by very smart people to work out the execution logistics, and we get to reap the benefits.
b: Haskell -- paying SPJ's salary so he can work on Haskell full-time as a MSR Cambridge employee and implement a whole bevy of things like STM[1], the popularization of pure functions (immutable.js users, as well as CLJS)
c: Clojure -- if you use Clojure's STM, borrowed from work funded by Microsoft. For me, it's used every day in Datomic.
d: Verifiability -- a mind-blowingly large amount of formal verification stuff - ranging from the first formally verified OS + integrated language, to things like F*
e: Z3 -- no need to explain this if you're in any sort of reverse-engineering I'm sure your life has been made significantly easier since MS released this into the public domain
f: CoreCLR + the JS engine + their crossplatform 100% free IDE + opening up VS Community (which is about as as VS Professional)
g: Probably most importantly -- Well, just go here. http://research.microsoft.com/en-us/groups/rise/default.aspx. Basically 1 out of 4 things in there is already, or will be imminently, used by 'mainstream' languages after it moves out of the "only publishing grad students who eagerly wait for POPL every year" zone.
[1] I know STM comes from that '88 paper. I've read it. SPJ did too and brought it into the mainstream, so I give him credit.
IBM and Microsoft (and, presumably GoogleX but they havent been publishing) are one of the few corporations I'm aware of that dedicate more than a few resources to research-for-the-sake-of-research (n.b. MS has been doing this silently since 1991, and IIRC employ more than 100 staff just to produce work to the field of computer science further.)
> They're really not hurting the consumer at all.
The public pays indirectly to support the extremely expensive IBM systems that, partly for historical reasons, still run almost all Fortune 500 companies. You may say that "They make a ton of money by bilking banks/the feds/states", but ultimately it's consumers and taxpayers who foot the bills.
PS You forgot OpenPower ;-)
We digress. Support other startups, if you have a startup - use Tarsnap. ;)
[1] http://www.theguardian.com/technology/2013/may/29/apple-tax-... (The Guardian does have a bit of a liberal slant, FYI. Think of them as the UK's NYT.)
IBM also spends a lot of money buying dozens of companies to bolster its results. These include These include Cognos ($5bn), Softlayer ($2bn), Netezza ($1.7bn), Kenexa ($1.4bn) and Trusteer ($1bn). http://www.zdnet.com/article/ibm-vs-microsoft-and-the-battle...
I'm not entirely sure what you mean by this... I mean, Tarsnap is built on top of Amazon S3, so using Tarsnap will still mean that your data is ultimately stored in S3. The difference is that tarsnap would deduplicate, compress, encrypt, and sign your data first.
But what I believe is that IBM will survive. Their ability to sell will win over technology.
No, Watson cannot save IBM.
Watson has been around for a fair number of years; almost five years since the Jeopardy stunt. Aside from the story about Watson turning into a foul-mouthed asshole after being exposed to Urban Dictionary, I've not seen much that is particularly impressive out of it.