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Artificial Intelligence Closes In On the Work of Junior Lawyers (ft.com)

An anonymous reader shares a Financial Times article: After more than five years at a leading City law firm, Daniel van Binsbergen quit his job as a solicitor to found Lexoo, a digital start-up for legal services in the fledgling "lawtech" sector. Mr Van Binsbergen says he is one of many. "The number of lawyers who have been leaving to go to start-ups has skyrocketed compared to 15 years ago," he estimates. Many are abandoning traditional firms to pursue entrepreneurial opportunities or join in-house teams, as the once-unthinkable idea of routine corporate legal work as an automated task becomes reality (Editor's note: the link could be paywalled; alternative source). Law firms, which tend to be owned by partners, have been slow to adopt technology. Their traditional and profitable model involves many low-paid legal staff doing most of the routine work, while a handful of equity partners earn about 1m pound ($1.30m) a year. But since the 2008 financial crisis, their business model has come under pressure as companies cut spending on legal services, and technology replicated the repetitive tasks that lower-level lawyers at the start of their careers had worked on in the past. [...] "We get AI to do a bunch of things cheaply, efficiently and accurately -- which is most important," says Wendy Miller, partner and co-head of real estate disputes at BLP. "It leaves lawyers to do the interesting stuff."

103 comments

  1. Maybe AI is really nearly here by Big+Hairy+Ian · · Score: 1

    if the sharks are starting to circle

    --

    Build a Man a Fire, and He'll Be Warm for a Day. Set a Man on Fire, and He'll Be Warm for the Rest of His Life.

    1. Re:Maybe AI is really nearly here by dreamchaser · · Score: 5, Funny

      They said they might replace lawyers, not intelligent life.

    2. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      But AI will never be able to play golf with the judge.

    3. Re:Maybe AI is really nearly here by HornWumpus · · Score: 4, Funny

      Jr. Lawyers. But that's good enough, many pesticides kill creatures in their larval forms.

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
    4. Re:Maybe AI is really nearly here by Fire_Wraith · · Score: 4, Funny

      AI is going to get rid of lawyers? I suddenly feel far more welcoming and accepting of this AI takeover.

    5. Re:Maybe AI is really nearly here by ShanghaiBill · · Score: 4, Insightful

      AI is going to get rid of lawyers? I suddenly feel far more welcoming and accepting of this AI takeover.

      Be careful what you wish for. The tech will make lawsuits cheaper to file, and may result in a lot more frivolous legal actions. The system will be even more distorted toward big corps which will have access to legal automation, and against small firms and individuals. This will make it more difficult than ever to try to use the courts pro per, without paying a law firm.

       

    6. Re:Maybe AI is really nearly here by Applehu+Akbar · · Score: 1

      if the sharks are starting to circle

      Uh, oh. AI replacing lawyers would drive the US unemployment rate to fifty percent.

    7. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      If lawyers are so bad how come so many people want to be one?

    8. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      No, AI isn't getting rid of lawyers. AI are becoming lawyers. Lawyers that never sleep, rest, goof off and can fire off frivolous lawsuits at an unprecedented rate.

    9. Re:Maybe AI is really nearly here by sycodon · · Score: 1

      Lawyers have a Fiduciary Duty to their clients. This would seem to mean that ANYTHING of a legal nature that enters the legal system will need to be reviewed by a lawyer for accuracy and to ensure that it represents their client's best interest.

      I don't see how an AI program can fulfill a Fiduciary responsibility.

      --
      When Fascism comes to America, it will call itself Anti-Fascism, and tell you to give up your guns.
    10. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      Filing a lawsuit is barely on the radar in terms of costs of litigation, and you don't need AI to do it unless you're already filing thousands of lawsuits. How many do you need to be filing before the $20 you paid your assistant to change up the form looks way too expensive? More to the point, courts always look patiently on pro se litigants, so whether or not the other side has legal automation an individual doesn't have access to will hardly register in the system in terms of "difficulty."

    11. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      Umm... no. But I doubt I'm correcting a lawyer.

      The professional conduct laws generally impose specific duties, like confidentiality and avoidance of conflict of interest, rather than any broader "fiduciary" duty. Moreover, the trend in civil enforcement is one where malpractice claims subsume any breach of fiduciary duty theory. Your use of "best interests" should tip you off that you don't understand the attorney-client relationship: there is nothing unethical about pursuing something against the interests of your client when instructed to do so by your fully-informed client.

      Did the attorney exercise the care, skill, and diligence that are commonly exercised by other attorneys in similar conditions and circumstances when he or she used some AI? If so, there's nothing to sweat.

    12. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      I take it you've never had to interact with lawyers before? Most lawyers, like most people, do the bare minimum. You usually don't hire a lawyer because you "trust" they'll win your case, you hire a lawyer because they have "time and experience" in the legal system for that specific matter.

      With AI, that "time and experience" is moot, and going "pro per/se" would actually be easier for a company or person. Judges usually like individuals going pro-per who understand the legal system and processes more than Jr. Lawyers who gamify the system and waste court time/resources.

    13. Re:Maybe AI is really nearly here by monkeyxpress · · Score: 1

      If lawyers are so bad how come so many people want to be one?

      David E. Kelley.

    14. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      LJL. Judges HATE pro-ses. What you call "gaming the system" the court calls "laying foundation" and "closing avenues to appeal" all of which are things judges love because it helps make sure they don't get reversed on appeal. It's pro-se people who have no idea how to do this that really "waste the courts time."

    15. Re:Maybe AI is really nearly here by losfromla · · Score: 1

      It pays well and is one very good path to a political career.

      --
      Only I can judge you.
    16. Re:Maybe AI is really nearly here by Anonymous Coward · · Score: 0

      same reason, misguided as it is, that they want to be doctors: to get rich. fucking greed. aint 'merka grate?

    17. Re:Maybe AI is really nearly here by GLMDesigns · · Score: 1

      aren't you a fking bigot with that "aint 'merka grate?" line.

      --
      If you're scared of your govt then you need to further restrict its powers
      Vote 3rd Party in 2016 and beyond
    18. Re:Maybe AI is really nearly here by iczer1 · · Score: 1

      It's all fun and games until the Lawyerclysm hits:
      http://humorix.org/10187
      http://humorix.org/10303

      ...it hits 99% and the economy collapses. Nobody wants to work in any occupation except the legal field. Indeed, with the high cost of legal insurance and the virtual guarantee of being sued at least once a month, nobody can afford to be anything but a lawyer, judge, or politician

    19. Re:Maybe AI is really nearly here by LifesABeach · · Score: 1

      Maybe a day when there is an AI-Judge?

    20. Re:Maybe AI is really nearly here by Agripa · · Score: 1

      Just wait for the government to use this against its population in civil and criminal court. It is already being used to prevent the convicted from challenging sentencing.

  2. Software Automation != AI by Anonymous Coward · · Score: 3, Insightful

    It's frustrating to see any use of computers being called AI.

    It's not intelligence to follow a decision tree. It's intelligence to come up with the decision tree.

    1. Re: Software Automation != AI by Anonymous Coward · · Score: 0

      AI is acheived when the results are indiscernible from or better than a human.

    2. Re:Software Automation != AI by geekmux · · Score: 1

      It's frustrating to see any use of computers being called AI.

      It's not intelligence to follow a decision tree. It's intelligence to come up with the decision tree.

      What does it really matter when the impact and outcome is the same? Low-paid legal staff used to have a viable job. Soon, they will be no longer necessary.

      Do autonomous vehicles have to be AI-perfect in order to disrupt and displace human drivers? Hell no. The solution merely has to kill less humans than human drivers do. Shouldn't be too hard a task to do, since we meatsacks suck at driving, and kill hundreds every day.

      It's long been argued that we humans only use a mere fraction of our brains capacity. If that's the case, then perhaps "software automation" does nothing more than highlight the fact that a mere fraction of AI is all that is needed to disrupt and displace human employment.

      The good news is we'll have plenty of free time to argue bullshit semantics to the Nth degree regarding the technology that turned us into the unemployable masses.

    3. Re:Software Automation != AI by 110010001000 · · Score: 1

      Exactly. We used to just call them "computer programs".

    4. Re: Software Automation != AI by Anonymous Coward · · Score: 0

      By that definition, many analog processes are AI.

    5. Re:Software Automation != AI by Anonymous Coward · · Score: 0

      Because this leads to added fear of AI by layman, which includes the majority of commenters on Slashdot.

      Soon, they will be no longer necessary.

      This will only be true when computers can pass the Turing test and argue cases in court. The type of low-paid legal staff that are being replaced are those that effectively did data entry to take a person's inputs (name, identifiers, etc) and plugged them into a Word template. That was always going to be automated -- it was just a matter of when.

      What cannot be automated is whenever the desired input strays from the default output. If they need to add a custom exception, then the automation fails. That's why it matters very much that this is known as software automation rather than artificial intelligence because true artificial intelligence would have a shot at adding the custom exception. Software automation needs a separate human -- a programmer -- to provide a software patch to allow the custom exception and everyone hopes that it's enough to satisfy other custom exceptions (and, for legal stuff, I can say it won't based on witnessing how such automation works first hand).

    6. Re:Software Automation != AI by networkBoy · · Score: 1

      [nitpick]AI cars have to kill *far* less than human drivers to be viewed as "safe"[/nitpick]
      I think that we will see a rapid evolution from decision tree to true AI for legal stuff.
      As long as I know the decision tree your program uses I can game around it. If it decides that if (infringement-lawsuit) < N is not worth suing over then I just make sure the lawsuit portion evaluates to a big enough number that the algo ignores me. I'm sure there will be a way to game the heuristics (much like the psychedelic glasses frames that break facial recognition) to provide invalid numbers.
      The win for AI will be when it can smartly add some randomness to when to sue.

      All the above is the pessimistic and cynical view.
      I would hope that AI legal work quickly learns humans are sue-happy stupid beasts and that frivolous and predatory suits hurt humans as a whole much greater than they help by enriching the few, and thus put the kibosh on them.

      --
      whois gawk date unzip strip find touch finger mount join nice man top fsck grep eject more yes exit umount sleep dump
    7. Re: Software Automation != AI by tsqr · · Score: 1

      AI is acheived when the results are indiscernible from or better than a human.

      Gosh, that means I've been creating AI in the form of scripts that automate mundane tasks, for many years now. Either that, or your simplistic statement is completely off base.

    8. Re:Software Automation != AI by Anonymous Coward · · Score: 0

      It matters because some people are trying to actually talk about actual AI and other are talking about automation and it is confusing when the two are used interchangeably. Development of AI is a real thing separate of automation.

      automation = computer programmed to produce a range of outputs given a range of inputs (the creator would be able to produce the same outputs if given the same inputs)

      AI = artificial intelligence = computers coming up with NOVEL solutions to problems (i.e. the creators of the AI would not come up with the same solutions as the AI)

    9. Re:Software Automation != AI by losfromla · · Score: 1

      Not data entry, data extraction. Building connections between documents. Computers do these things well, better and better as they are trained with appropriate data sets. They do these faster than than humans, by orders of magnitude. Robots will always win in the long run. John Henry won but he died doing it, the machine lived to continue working. Machines always win.

      --
      Only I can judge you.
  3. Got a BS to go with that AI... by __aaclcg7560 · · Score: 2
    1. Re:Got a BS to go with that AI... by HornWumpus · · Score: 1

      They are selecting for people just like the current batch of office worker's/middle management's children. Taking care of their own. Subconscious for most but you can bet their is some overt tit for tat.

      People that had 4 years to waste getting useless college degrees on a party oriented campus, now living in the basement (and preventing the 'rents from getting their freak on, 'Acid House' style.)

      File clerks still exist? Sort of, someone has to unjam the scanner.

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
    2. Re:Got a BS to go with that AI... by __aaclcg7560 · · Score: 1

      Sort of, someone has to unjam the scanner.

      Have you ever tried to unjam a high-end multifunction printer? At one job I was at, the print tech was home sick. It took four techs to figure out how to unjam a printer, as the user manual was missing from the back of the printer and the diagrams on the inside panels made no sense whatsoever. It would have been easier to take the entire machine apart and put it back together.

    3. Re:Got a BS to go with that AI... by HornWumpus · · Score: 1

      Yes, college job. Freshman engineering student. I was the only non-management employee authorized to unjam the big old Xerox's paper path. Even there, not without being walked through it, then checked for competence. Letting people figure that kind of thing out, gets you visits from the 'scratch faery'.

      But they were all allowed to unjam the document feeder.

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
  4. Market Oversaturation by Notabadguy · · Score: 4, Interesting

    Lawyers are the most overstaffed profession in existence - more lawyers go to do non-lawyer things than not after passing their Bar because there is such an over-saturation of lawyers.

    This isn't unique in that respect, and this sort of thing has been going at least since Legal Zoom started in 2001.

    1. Re:Market Oversaturation by HornWumpus · · Score: 1

      An idle smart lawyer is kind of a dangerous thing. He can put three more to work, with one bright idea.

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
    2. Re:Market Oversaturation by Anonymous Coward · · Score: 1

      I can guarantee that LegalZoom has not cost any lawyer in America a single job. If anything the disasters their forms lead to when filed by incompetent lay people have probably created several billion dollars of actual work for lawyers.

    3. Re:Market Oversaturation by johnsmithperson123 · · Score: 1

      Can confirm. Law is a place for people who got useless degrees to pretend to learn something. If you go to one of the top ten schools, though, you can get into Big Law and make a fortune... and have no life. I've heard this from my lawyerly relative, and judging from his multiple SCOTUS trips he knows what he's doing.

    4. Re:Market Oversaturation by Anonymous Coward · · Score: 1

      My father once told about his now dead business associate who visited in the US in some legal matter. He was working with a US law firm in some international issue ( I assume). The Finnish firm sent him alone to cover all bases, while the US firm sent literally a dozen people. The lone lawyer in the wild got puzzled looks from his US colleagues. I have to assume they were all specialized and trained in different fields of law, like medical doctors. What else could explain the difference?

    5. Re:Market Oversaturation by tlhIngan · · Score: 1

      Actually, if it's oversaturated, the price of lawyering should go down. Instead of paying $200+/hr for a lawyer, we should be able to get our cases through court for $19.95 all inclusive.

      Unless lawyering is somehow immune from supply and demand.

      Or lawyers are smart enough to realize there are too many of them and somehow manage to cull the herd (by denying juniors the chance to apprentice, forcing new graduates to do lesser jobs).

    6. Re:Market Oversaturation by HornWumpus · · Score: 1

      Lawyering is cover for influence peddling. You just need a law degree to participate.

      See also the new prevalence of 'lawyer/aids' in politics. Being subpoena proof has value.

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
    7. Re: Market Oversaturation by Anonymous Coward · · Score: 0

      Seriously. It seems law has become the new Hollywood accounting. Lawyers are there to twist and contort things until they get the desired result; not justice.

    8. Re:Market Oversaturation by hoggoth · · Score: 1

      > I have to assume they were all specialized and trained in different fields of law, like medical doctors. What else could explain the difference

      The U.S. law firm assessed how deep their client's pockets were and assign the right number of lawyers to extract the maximum amount of money without getting fired or sued themselves.

      --
      - For the complete works of Shakespeare: cat /dev/random (may take some time)
    9. Re:Market Oversaturation by Captain+Splendid · · Score: 1

      Lawyering is cover for influence peddling.

      I'll be sure to pass that little info nugget along to all the battered wives and blue collar workers fucked over by their employers we've represented over the decades. Should be good for a laugh or two.

      --
      Linux, you magnificent bastard, I read the fucking manual!
    10. Re:Market Oversaturation by HornWumpus · · Score: 1

      You're one of those oversaturated shysters whose market value is actually going down.

      The ones that make $400/hour + are just selling influence and legally secret criminal advice (being 'criminal attorneys').

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
    11. Re:Market Oversaturation by Captain+Splendid · · Score: 1

      You're one of those oversaturated shysters whose market value is actually going down.

      Sorry to burst your bubble, but we've been at nice, steady growth for 12 years now. It's other lawyers shutting up shop, not us. Then again, we didn't get into the biz for money...

      But you go ahead and stick to your generalizations, they obviously keep you warm at night.

      --
      Linux, you magnificent bastard, I read the fucking manual!
  5. Same Thing In Engineering by Anonymous Coward · · Score: 3, Interesting

    This has been happening in engineering for some time now and combined with outsourcing the result is that companies are becoming increasingly top-heavy with lots of senior engineers while we hire less and less new graduates as the work that they used to cut their teeth on just isn't there anymore. It always gets billed as "freeing us up to do more interesting stuff" but the truth is that it ends up decreasing how many engineers a firm really needs while creating a barrier to entry for newer engineers as the bottom rungs of the ladder keep getting sawn off.

    1. Re:Same Thing In Engineering by Anonymous Coward · · Score: 0

      As a senior engineer...fuck 'em.

    2. Re:Same Thing In Engineering by DerekLyons · · Score: 1

      This has been happening in engineering for some time now

      Accountants too. It's been happening with many white collar jobs.

    3. Re:Same Thing In Engineering by Anonymous Coward · · Score: 0

      somebody has to be a blue collar worker/skilled tradesman/want fries with that/general laborer. an edjumuhkayshun is no guarantee to success. and success isn't defined as not having to labor for a living. fucking kids.

    4. Re:Same Thing In Engineering by MobyDisk · · Score: 1

      What kind of engineer are you talking about?

      You story flies in the face of what I've seen, and what continuously gets posted here on Slashdot. I keep hearing that senior engineers are considered worthless and they are constantly fired for cheaper junior engineers or outsourced work. The technology makes it easier for a junior engineer to get started in the field and produce quality results, and the H1B race-to-the-bottom makes it hard for senior engineers to get decent pay.

  6. This is gonna get real ugly by rsilvergun · · Score: 4, Insightful

    Lawyers are cheap to train but the degrees are expensive. That's made them highly desirable for schools. My Kid's in Nursing and the average GPA of a kid admitted into the undergrad program (e.g. third year classes) is 3.9. If she wanted to get into Law School it'd be much easier.

    So we've got schools turning out lawyers left and right and making a surplus. Meanwhile we're putting them out of work. And just 'cause it's cheap doesn't mean the kids get a discount, so they're in debt up to their ears. That's a recipe for a lot of desperate sue happy lawyers who won't care much if they get disbarred since the degree's worthless anyway.

    This folks is why socialists don't want to abandon people. When you do that they turn desperate and there's all sorts of nasty consequences. I guess we can use oppression to take 'em down a notch, but thing is unless you're part of the ruling class you're gonna get caught in the crossfire...

    --
    Hi! I make Firefox Plug-ins. Check 'em out @ https://addons.mozilla.org/en-US/firefox/addon/youtube-mp3-podcaster/
    1. Re: This is gonna get real ugly by AvitarX · · Score: 3, Interesting

      Law professors get pretty big salaries, and the program needs to fund entirely from tuition.

      I doubt they're the cheapest to teach by a long shot.

      --
      Wow, sent an e-mail as suggested when clicking on "use classic" banner, and got a fast response that addressed my msg
    2. Re:This is gonna get real ugly by Anonymous Coward · · Score: 3, Interesting

      Law is a bifurcated profession. Only the graduated from the so called T14 schools have any real hope of a real legal career today. Them and the top 5% out of the other schools more or less. Graduates from all the other schools are basically getting paralegal certificates. The majority of them will never really practice law and will be happy with administrative jobs in local government of JD optional type "compliance" jobs in healthcare or finance. But this has been the case since the 1920's really. We've always produced roughly 2 lawyers for every real attorney job. Nothing has changed in a century.

    3. Re:This is gonna get real ugly by Anonymous Coward · · Score: 0

      We need to put lawyers into a reeducation program so that they become something useful, like nurses, doctors, and pharmacists.

    4. Re:This is gonna get real ugly by known_coward_69 · · Score: 3, Interesting

      most of the time i go to the drug store it seem pharmacists do nothing more than pull a bottle off the shelf, measure out some pills or add some water to it and give it to me

      maybe another version of the fast food robot can do the same?

    5. Re:This is gonna get real ugly by Anonymous Coward · · Score: 0

      If ever a profession was ripe for automation it was "Primary Care Doctor." Maybe robots still aren't smart enough to do surgery but they are smart enough to write a script for antibiotics. Lawyers at least have to contend with novel issues in the law once in a blue moon. But primary care docs just see the same strep throat case 200 times a day. And when they do get something serious their default response is "I'm sending you for an MRI." And then a robot or a radiologist reads the MRI for them. The roll of a primary care doc has to be among the ripest for termination in all of society.

    6. Re:This is gonna get real ugly by Gilgaron · · Score: 3, Insightful

      They also carry the liability. That's about the only reason I can tell they exist in their current form.

    7. Re:This is gonna get real ugly by Anonymous Coward · · Score: 0

      They actually have way more training than the public face of the job belies. I knew lots of pharmacy students when I was in college. Competition to get in was _fierce_ because it's a licensed, regulated profession leading to a high-paying job that is portable anywhere and cannot be offshored.

      Most pharmacists know more about drugs and their action than doctors do...the amount of training given to pharmacists compared to what you see them doing in CVS is vast. I don't know if I'd want that job though -- if I had all that training I'd want to be a pharmacist in a hospital setting or somewhere that didn't involve filling the same anitbiotic prescription 100 times a day.

    8. Re:This is gonna get real ugly by Applehu+Akbar · · Score: 1

      "This folks is why socialists don't want to abandon people. When you do that they turn desperate and there's all sorts of nasty consequences"

      This accounts for the overflowing supermarket shelves in Venezuela. Otherwise, people would be rioting in the streets.

    9. Re:This is gonna get real ugly by ShanghaiBill · · Score: 2

      If ever a profession was ripe for automation it was "Primary Care Doctor."

      In many countries this has already happened. When you "see the doctor" you are actually seeing a nurse with a flowchart. You only see a real doctor if your case is non-routine.

      Studies have shown that a nurse with a flowchart or checklist is actually less likely to make a misdiagnosis than a doctor not using one. So the result is better healthcare at lower cost.

    10. Re:This is gonna get real ugly by Anonymous Coward · · Score: 1

      60% of doctors are internists or family practitioners. 60% can be replaced and that's being conservative.

    11. Re:This is gonna get real ugly by Anonymous Coward · · Score: 0

      Why do you automatically assume people "refuse" to adapt themselves?

      Did you every stop to think that maybe the problem is not them, but the system that is in place right now that is the problem?

      Example: Johnny B. Bad got a law degree and has been working entry level position at Random Noname and Generic law firm. He puts in 80 hours a week hoping one day he will make partner. He has a house, a wife and 2 children to support. If Johnny B. Bad works any less than 80 hours a week, he will be fired and replaced by one of the hundreds of recent grads waiting at the door. He puts in approx 12 hours/day working, 2 hours commuting. Assuming he gets 8 hours of sleep, that leaves 2 hours to spend with his family/day. In this scenario, where exactly is he supposed to find time to "adapt"? If he stops working, his house is repoed as is his car, and his wife leaves him because he cannot provide no more and she does not want to sink with the boat. If he cuts down on sleep, there will be health consequences. If he cuts down on familly life, his wife will likely leave him.

      Besides, with an ever shrinking pool of jobs, what is he supposed to retrain into? Not everybody can be a nurse or doctor, poet or writer.

      The world produces more and more wealth every year. Unfortunately the vast majority of it ends up in the hands of the top 0.01%. We need to find alternative methods of wealth distribution that is not dependent on jobs or we will be in a world of hurt when worldwide unemployment hits 30%+. Worse yet, simply surviving, for most humans, especially for those brought up in the west, is not enough. I do not know what the solution is. I doubt anybody does.

    12. Re:This is gonna get real ugly by HornWumpus · · Score: 1

      Pharm tech != pharmacist.

      CVS has a one actual pharmacist on a shift, maximum. If they can't fill a complicated prescription, right then, it's because they don't have an actual pharmacist at that store, right then.

      --
      John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
    13. Re:This is gonna get real ugly by Archangel+Michael · · Score: 1

      I would suggest to you (and the GP) that you are correct, except for one thing. When capitalism abandon's people there is usually someone else to pick of the slack ... for a price. When socialism abandons people, it ends up like Venezuela, a totalitarian hell hole.

      You cannot take someone who refuses to adapt themselves to changing economic, political, and social conditions, and wave the money wand and make it all better.

      But you can wave more government provided goodies and they'll vote for you.

      --
      Agent K: A *person* is smart. People are dumb, stupid, panicky animals, and you know it.
    14. Re:This is gonna get real ugly by Archangel+Michael · · Score: 1

      Here is my recent medical diagnosis. ...

      problem with eye, go to Dr, looks at me across the room, conjunctivitis and a prescription for antibiotic drops
      Returned a week later, no results, more antibiotic drops
      Returned a week later, no results, antibiotic pills
      Week later, ordered MRI,"Go to the ER"
      Hospital stay for 7 days, infused with three different hi powered Antibiotics... Hmmm curious
      Transferred to Stanford Medical, two days Anti-biotic, changed diagnosis prescribed steroids.
      Immediate results. (Literally over night)
      Problem returns (over months) biopsy, another biopsy ...
      See several specialists, return to Stanford, diagnosis changed again.
      Currently on cancer drugs for an inflammation disease.
      Marginal results.

      Bitch of a case. I am still not entirely convinced that the current diagnosis is correct. Why? because the "normal" treatment haven't and aren't really working. One thing I learned, is Doctors don't like being wrong, but won't admit it easily when they are.

      --
      Agent K: A *person* is smart. People are dumb, stupid, panicky animals, and you know it.
  7. When did software become "AI" by Anonymous Coward · · Score: 0

    Learn how to create "AI" in one easy step!

    echo "Hello World!";

    Now you have created artificial life.

    1. Re:When did software become "AI" by __aaclcg7560 · · Score: 1

      Now you have created artificial life.

      With a lifespan short than a mayfly. Will take a lot AIs of this type to generate a billable hour.

  8. High-Frequency Lawyering by UberVegeta · · Score: 5, Interesting

    If two firms both use computer power to do all of the meaningful work (especially finding prior art and swarm-learning reasonable rates for royalty/licensing), could we see a future where cases such as Apple vs. Samsung are decided in minutes not years?

    Human communication is slow. Writing and reading letters is slow. Computers communicate faster than we do. Computers could argue with each other, an automated judge could decide the result, *and* the n-th level appeals could be adjudicated all within a few hundred milliseconds - leaving "mom and pop" corporate lawyers out of business.

    I am now struggling to decide whether this would be a brilliant advance or a tragic loss for humanity. Better make this somebody's PhD project.

    --
    I knew I needed to stop reading Slashdot and finish my PhD when I started to miss articles by Bennett Haselton.
    1. Re:High-Frequency Lawyering by Anonymous Coward · · Score: 1

      Having the computers duke it out quickly would make sense, but the Law profession has a lot of disincentives against going down that path. They charge by billable hours. Therefore the longer they draw out, and the more lawyers they have working on a case the more money they make.

      They charge for paper copies of things, so they print out PDFs, make copies, send the paper to other law firms that scan them and make PDFs and repeat. The law firms charge per page for the copies and the scanning. It would be more efficient to email or messenger over a USB stick of files but they print and ship and scan to make more money.

      Then also, most older lawyers can't type (or choose not to). They don't know how to use email and they still dictate their notes for secretaries to type up.

      AI lawyers will eat into billable hours.

      You may get some law firms that resist this kind of thing, but when they deal with other law firms the old fashioned ones will refuse to receive electronic copies because it will cut into their profits. They will force the new-fangled ones to print everything out.

    2. Re:High-Frequency Lawyering by Archangel+Michael · · Score: 1

      If my AI is competing against a human using billable hours, and can do things in minutes vs weeks/years, then the AI will win, as I will be able to send my AI against more humans than a slow human could. This means, efficiencies are brought into the market and the results are eventually the humans won't be able to compete.

      If one AI can replace a million human lawyers/clerks/interns/paralegals, it should.

      --
      Agent K: A *person* is smart. People are dumb, stupid, panicky animals, and you know it.
    3. Re:High-Frequency Lawyering by Anonymous Coward · · Score: 0

      you got incentives reversed.

      lawyers *want* billable hours. They *want* boring/repetitive stuff to do. e.g. lets say I'm suing company A, my lawyer and their lawyer get together, dance around a bit to generate billable hours (on *both* ends), once they both feel that they've gotten something out of the case, they both agree to a settlement.

      (it's not the companyA, nor I that that delays things---in the end, everyone wants a settlement, everyone knows how much it will be [or an estimate of it], yet the lawyers still do their little dance to earn those billable hours).

      You can replace your side with a machine, but the other side will drag its feet.

    4. Re:High-Frequency Lawyering by Archangel+Michael · · Score: 1

      If you replace your side with a machine, your costs go down, the only side "wasting" money is the one with "billable hour lawyers". Your costs go down, their stays the same, you have the advantage. Eventually the other side will do the same, or die stagnating in a competitive world.

      I'll always choose efficiency, even marginal ones.

      --
      Agent K: A *person* is smart. People are dumb, stupid, panicky animals, and you know it.
  9. No specifics by Anonymous Coward · · Score: 2, Insightful

    I'm really tired of articles that are basically just ads for the guy in the article. What exactly are they automating? So far the only aspect of legal work that has been automated over the past 15 years is electronic discovery and guess what the only reason we've seen any automation here is because the sheer number of electronic records now being stored makes it physically impossible for human beings to conduct a manual review of everything. You would have to employ the entire country to do nothing but review documents now if there wasn't some computer assistance in knocking out documents that don't contain key terms. And there is really no AI involved in the software that does this. I've worked with all of it. They OCR all the documents and run keyword searches. The documents that hit the keywords are then reviewed by humans (in India or the Philippines) more thoroughly and the stuff the outsourced labor tags as relevant is then reviewed by US attorneys in a 2nd pass reviews. There is sooooo much stuff being reviewed that the # of jobs in this field hasn't even declined stateside only now its done by contract attorneys out of tier 3 and 4 law schools in flyover states for $25 an hour and not biglaw associates in New York who graduated Harvard charging $200. That's all that's happened.

    Briefs are still drafted by lawyers. No computer is going to replace the lawyer in motion drafting except in the most vanilla cases where the lawyer was never drafting anything anyway and was just copy pasting names into canned motion docs that got recycled from case to case.

    So long as computers cant do depositions, do trial or show up at mediations lawyers are safe. I'd love to see a computer that can put together a witness prep binder or piece together an event chronology from 2,000 emails and 50 depositions (the transcripts of which are filled with lies you have to use your judgment to eliminate from your theory of the case). The day computers can do that kind of work is the day all humans everywhere are done with having jobs.

    And yes I'm a lawyer.
     

    1. Re:No specifics by KramberryKoncerto · · Score: 1

      There have been some pretty good advances in natural language processing beyond keyword matching, and computers can be used to assist a lot of work. A big bank just devloped a system that could review certain types of contracts; the technology of parsing text for meaning is slowly inching towards useability. In the examples you raised, the time you need to spend and certain forms expertise required can be reduced so there will be less work. There still need to be human lawyers, but in the future the number of lawyers one needs to staff in one class can be cut down drastically depending on the task. However, that doesn't mean the legal field needs to be so much in trouble as that picture suggests - the commodotization of legal services may actually result in a much expanded market.

    2. Re:No specifics by Anonymous Coward · · Score: 0

      Natural language processing in this area is total flame because the majority of the docs reviewed are very short text messages and 2 line emails strung together in chains and written in business shorthand that make little sense even to humans unless you are super familiar with the institution and specific line of business involved. Human reviewers who do the reviews after the initial keyword searches will spend a week themselves just getting all the roles of the various document custodians straight. This is why the people managing reviews in places like India are often former US employees of the target entity. Only they have any idea what half the 3 letter acronyms mean. The natural language software is laughably bad with this stuff. As of 2017 it is still 99% just keyword searches and that is not likely to change anytime soon.

    3. Re:No specifics by ghoul · · Score: 1

      With the eventual automation of all jobs what will be left for humans to do is fight over who owns the fruits of the labor that the automation is producing. So ultimately we may be left with lawyers and AI maintenance techs as the only human jobs. With automated judging systems , govt will be irrelevant but presenting arguments will still be a human job because it comes down to motivation - AIs have no motivation to do anything.

      --
      **Life is too short to be serious**
  10. Ted Cruz nailed it in the primaries by DeplorableCodeMonkey · · Score: 2

    With this ad. Cruz even nailed the look: it's the professional industries where the suits run everything. Very effective rhetoric.

    Consistently, the people I have seen who are the biggest backers of any public policy or tech trend that reduces the need for people in the workplace are either:

    1. The rich.
    2. People in industries that seem to be semi-immune.

    We might now get some real traction on a democratic debate over efficiency vs human cost because at some point, optimizing for efficiency leads to dystopian results.

  11. Oh boy, another AI topic by WDot · · Score: 2
    Okay, we can all see how this discussion is going to go. "That isn't real AI, because it doesn't perfectly recreate a human mind!" "AI is just a computer program! Why call it AI?" "So called AI research works exactly the same as rudimentary models made in the 1980s and have made zero progress since then!"

    What I don't get is why there's this hate-on for AI on Slashdot. Supposedly this is a community of free (as in speech) software geeks. AI is as free as in speech as you can GET!
    • All of the popular deep learning toolkits are open-source (Caffe, Tensorflow, Torch, etc).
    • Almost all of the research is published to ArXiV, a free, open-access website, before being published in a for-pay journal.
    • Popular models are ported to different toolkits, pretrained, and made available for anyone to use however they want
    • Most research papers have their code uploaded to Github so that you can pull and reproduce. No reproducibility crisis in AI!
    • These pretrained, open models can be finetuned to whatever new application you want. You can change as much or as little as you want! Perfect for tinkering and hacking!
    • Most of the datasets used to train the popular models are free and open (Imagenet, MS-COCO, PASCAL VOC, etc).
    • Almost all of the software is built for Linux first. Torch doesn't even have a Windows port! It only works on Mac and Linux!
    • There is plenty of free online education (using MOOCS, Youtube, online tutorials, blogs, etc). You don't need to get an expensive degree to start playing with it!

    AI SHOULD be Slashdot's favorite thing ever! This is the new generation of the free software movement!

    1. Re:Oh boy, another AI topic by Anonymous Coward · · Score: 0

      It's because the other half of Slashdot sits around and circlejerks on clickbait articles like the OP, which stretch how much artificial "intelligence" really was in use. There are the computer scientists that come in and think that every job but their own is a piece of cake to automate, which is becauase they don't know anything about other career fields. This happened in a thread last week where the echo-chamber neckbeards proclaimed roofing as "easily automated", with no knowledge of how complex roofing jobs can actually be.

      The other part is all of the doom and gloom UBI'ers that think we'll be at 99.99% unemployment in five years and that UBI needs to happen tomorrow without any piloting, planning or debate.

  12. Hardly Surprising by wasteoid · · Score: 1

    Seems like most of the artifacts generated by lawyers are basic forms, with fields containing the specifics (beneficiaries, addresses, etc). Stuff like that is easy to implement as a web page, as is done by sites like LegalZoom, and at a fraction of the cost of using a meatbag lawyer.

    1. Re:Hardly Surprising by Anonymous Coward · · Score: 0

      Yeah, this is nonsense. Lawyers don't generate "basic forms" and to the extent that law firms do that stuff was never done by lawyers but by legions of paralegals. There used to be 50 paralegals for every lawyer back in the typewriter age. Now its more like 1 to 1. No one was ever willing to pay attorney rates for monkey work. That hasn't changed. To the extent any jobs are going to be lost its going to be support staff like secretaries and paralegals. "Secretary" is a job that increasingly does not exist in America. "Paralegal" is heading in that direction too.

    2. Re:Hardly Surprising by DarkOx · · Score: 1

      Well that is true, and its a problem. Jr. lawyers get to be senior lawyers not just as a function of aging but by helping partners etc at a firm. Even though its not an apprenticeship it is, in many respects. Yes you can go practice law having earned your JD and passed the bar, but you really are no good to anyone or no better than a computer expert system like LegalZoom anyway. I have lots of layers in the family so I have heard the stories.

      In the past a JL would spend 80% of their time doing grunt work like that, and 20% doing support work for more senior people usually learning along the way, and they overheard phone calls etc while doing that grunt work too and smart ones learn something. What they learn is how to navigate the system, how to deal with court officers, court clerks, cops, auditors, treasurers, customs officers, etc. They learn to understand these people and how they think and how their work gets done. So they can help clients interface, and make processes run smooth. They learn what questions to ask clients, that get often overlooked and how to avoid pitfalls. That is what you pay a good attorney for! Making whatever it is you are trying to accomplish run smoothly!

      LegalZoom will help you spit out reasonably good contract for renting the house you are vacating to someone tenant. It wont help you straiten out the title work if there is a problem on the property you are trying buy.

      --
      Repeal the 17th Amendment TODAY! Also Please Read http://www.gnu.org/philosophy/right-to-read.html
  13. Just retrain them by Altus · · Score: 2

    As coal miners.

    --

    "In America, first you get the sugar, then you get the power, then you get the women..." -H. Simpson

  14. Q: Why does... by Anonymous Coward · · Score: 2, Funny

    Q: Why does New Jersey have all the toxic waste dumps and California have all the lawyers?

    A: Because New Jersey had first pick.

  15. oh sweet jeezbuzzz no !!!!! by Anonymous Coward · · Score: 0

    Mor eof em are going ot become politicians!! The horror the horror!

  16. Startup is way better by jbclub · · Score: 1

    Founding a startup is way more constructive for society than being a lawyer in my opinion. So good one!

  17. The ABA chose not to save them by ErichTheRed · · Score: 2

    The parallels to IT and software development are striking and should be noted by everyone in our career field. Automation, offshoring and outsourcing of routine legal tasks has meant hugely depressed salaries and new lawyers not being able to find any entry-level work. This sounds exactly like what's happening in IT -- offshored help desk and outsourced data center positions leading to low wages or no jobs for people starting out.

    This is interesting to me, because I live near New York City where most of the "BigLaw" firms have huge offices. It's been known for about 10 years (but ignored by many) that law school is now a waste of money if you are not in the top of your class in one of the top 14 law schools (according to US News and World Report) in the country (#1, 2 and 3 are Harvard, Yale and Stanford.) If you manage to make this cut, life is just fine for you. Big firms hire out of this pool and industry standard starting salary is $180K. If you last as a junior member of the firm, you're officially done worrying about life when you make partner. The only thing you will ever stress over again is whether to take the Bentley or the Rolls to the club this weekend, or what color the draperies in your Hamptons summer home should be. If you don't fall into that crowd, you might as well take the money you would spend on law school and light it on fire to achieve the same results.

    The thing that's interesting is that the American Bar Association could have used their immense clout to save the pipeline of newbies. They chose to accredit tons of new law schools and encourage class size to increase even though the trend was for fewer lawyers on the horizon. This is how the American Medical Association keeps physicians' salaries high. They know that the only way to do this is to keep supply limited, so medical school slots are very tightly controlled. You need near-perfect grades, a photographic memory and the ability to ace the MCAT to even be considered. Then, you get 3 years of academic hazing where you're force-fed information, and years of low-salary, high stress internship/residency. If you can get through that, then you're a doctor and you're in the same Easy Street club as the BigLaw partners. It's just interesting to see how a professional organization can help like the AMA does or destroy the profession like the ABA is doing.

    1. Re:The ABA chose not to save them by Applehu+Akbar · · Score: 2

      "It's just interesting to see how a professional organization can help like the AMA does or destroy the profession like the ABA is doing."

      Yes, the AMA will do anything to ward off the threat of affordability in medicine.

    2. Re:The ABA chose not to save them by Anonymous Coward · · Score: 0

      All the AMA is really accomplishing is making physicians an even more lucrative market for AI and automation. And it will likely be the Big Insurance funding the research.

      In a fight between AMA and Big Insurance, my money is on the insurance companies.

    3. Re:The ABA chose not to save them by ErichTheRed · · Score: 1

      "In a fight between AMA and Big Insurance, my money is on the insurance companies."

      It's all going to come down to how much money can be piled on by both sides. If the insurance companies had any clout compared to what the AMA has, then doctors could be trained in 14-day "MD Bootcamps" the same way we send people to coder schools. Physicians would see their salaries drop to a tiny fraction of what they're being paid today.

      I admit I'm totally cynical and don't understand the nuances of lobbying. But, I think that if the professional organization responsible for your high salary says your profession is under attack and you could lose your lifestyle, you'd give until it hurts to ensure those payments keep coming in. I assume that lobbyists do little more than pass paper bags full of money to lawmakers in creative ways. My assumption is that it works the way software sales works in big companies -- the sales guy just spends as much as they need to on strip clubs, golf and dinners to get the sale.

    4. Re:The ABA chose not to save them by Anonymous Coward · · Score: 0

      Right now, they cannot do that because a 14 day MD bootcamp physician would be demonstrably worse than a properly trained MD, and would likely be a huge liability for an insurance company.

      However everything changes with AI, where an AI MD would be demonstrably better than a human physician. In such a scenario, the human doctors who are prone to fatigue, emotions would be a greater liability than AI, who never sleeps, does not get sick, does not forget, etc....

    5. Re:The ABA chose not to save them by Anonymous Coward · · Score: 0

      oh lord, i can't believe you just throw in the "if you last as a junior member of the firm" like it's nothing. 95-99% of first year associates don't make partner. look at how many people make partner each year at Simpson, Cravath, Davis Polk etc. and subtract out the ones who were lateral hires from elsewhere, and then divide by the number of entry level lawyers (100-150 each year).

      making partner has little to do with merit (almost everyone they hire is good and most have good work ethics) and more to do with the firm's needs. unless a practice area is growing they need exactly as many partners as retire every year. and if an area is growing they often hire laterals (e.g., former government officials).

  18. Paralegal tried "automation" back in the days by k6mfw · · Score: 1

    Not really automation but in 1970s I remember a news story of a paralegal got into trouble for practicing law without the degree and passing the Bar. She started a small business that does mundane legal services, very basic stuff (things like name changes, basic agreed divorce settlements) that is simply filling in forms and submitting to courts. She claimed these tasks where just one party is filing something or both parties agree to really minor stuff, she did a lot of tasks like this at a lawyer's office, the lawyer never signs anything or does any work but charges huge fees. So she started this business as these tasks are fast and easy (for her, someone outside the legal profession will not have a clue where to begin). Story went on that lawyers jumped on this business, "Oh no, not so fast. You gotta pass the Bar." (hmmm, if you pass the Bar with no degree, can you still practice law?).

    Fast forward to 17% into the 21st century, here we are.

    --
    mfwright@batnet.com
    1. Re:Paralegal tried "automation" back in the days by Anonymous Coward · · Score: 0

      I would guess this would vary from state to state (or province to province). IMHO passing the bar exam should not be sufficient to become a lawyer as it is an inadequate test. My understanding is that they use it as a method to control the number of lawyer put on the market every year. One year the pass grade might be a 60% and the next might be 90% all depending how well all the candidates perform and how many are applying to be licensed vs how many are required every year.

  19. I'll be back... by Thud457 · · Score: 2

    It doesn't feel pity or remorse or fear and it absolutely will not stop, ever, until you are litigated.

    --

    the preceding comment is my own and in no way reflects the opinion of the Joint Chiefs of Staff

  20. Instead of listening, they are trying to speak? by Anonymous Coward · · Score: 0

    "That isn't real AI, because it doesn't perfectly recreate a human mind!" since nobody actually knows how human mind works, no amount of programming is going to give you a human mind, until that is solved.

    Also, "AI" is a marketing term. Marketing = Satan. No exceptions.

    The machine learning cultists aren't even trying to blindly replicate the structures in human brain in any level of detail... They are too busy using their tools and tweaking their models, and going ko-ko-ko (sound a rooster makes) all over the media, with the likes of Nick Bostrom selling books? Lame.

  21. Useless AI to replace useless lawyers? by SoftwareArtist · · Score: 1

    This is funny and ironic and totally missing the point. We already have way more lawyers than we need. The problem is that lawyers designed our legal system to maximize the need for lawyers. That's why all contracts are written to be unintelligible to anyone who isn't a lawyer: instant guaranteed employment for countless lawyers to write contracts and review contracts and argue about the tiny details of contracts. You know that by law, anyone who isn't a patent lawyer is considered incompetent to judge whether they're infringing a patent? If you know a patent exists, you literally are required by law to hire a patent lawyer to tell you whether you're infringing it. If you don't and if you're found to infringe it, then it's willful infringement and you get hit with triple damages. Because you didn't hire a patent lawyer.

    We could easily get rid of half the lawyers in the world, probably a lot more, by fixing the legal system to not require so many lawyers doing useless busywork. But instead people are trying to automate that useless busywork. It will still have to be done, but now the lawyers will have to compete with computers for the useless work they created.

    The whole situation is so twisted and messed up.

    --
    "I'm too busy to research this and form an educated opinion, but I do have time to tell everyone my uninformed opinion."
    1. Re:Useless AI to replace useless lawyers? by Anonymous Coward · · Score: 0

      Well it is a matter of control - legislators are often lawyers and show no interest in simplifying the law. If their career becomes obsolete they have less reason to try to keep it. Maybe we will be able to elect AI legislatures eventually.

  22. Already predicted in 2004 by iczer1 · · Score: 1

    Lawyers To Be Replaced With Perl Scripts
    http://humorix.org/10523

    This script, originally created as a way to generate mundane legal documents, achieved sentience last week and easily passed the Turing Test.

  23. AI? The task hasn't even begun by PJ6 · · Score: 1

    until the laws are authoritatively and rigorously expressed in a more precise language than English.

    Google's working on something like it, but the whole field is still in its infancy.