Will Machines Take Over the World?

Will Machines Take Over the World?

This is what people sometimes say when you start talking about machine language and artificial intelligence. Though it’s true that a computer can perform long, complex mathematical computations, it could never understand a small boy’s love for a cute puppy. All those emotions that humans have, all those irrational beliefs – it might be hard to find a robot who would get it.

As we’ve all seen in the movies, robots have no understanding of human emotions like love. There are many other esoteric concepts that humans display regularly. These feelings are much more a part of our existence than we think. We take them for granted. But would a machine understand why you’ve kept your mother’s old quilts for 40 years?

Perhaps someday our robots will be sophisticated enough to comprehend emotions like hate, love, revenge, forgiveness, and empathy. Today, however, we’re a long way from that happening. This knowledge hasn’t prevented technology experts from moving forward with innovative ideas. It looks like the future will be full of incredible things we can only imagine.

Artificial intelligence and the attorney

The legal field often deals with strong emotions like love, hate and revenge. The motive for murder is frequently nothing more than simple jealousy. The motive for robbery or embezzlement is most commonly greed. Since the law so often deals with complex human emotions, will it be able to fully utilize machine learning and artificial intelligence?

Though it has represented a significant hurdle for our best and brightest experts, legal professionals are finding ways that it can be done. Almost any attorney would be interested in learning how a particular judge might rule in his case. Information like this is priceless. But so many lawyers today are unfamiliar with the technology and the terminology. For those who are intrigued by the possibilities available now in machine learning and artificial intelligence, it’s important to know the basic jargon.

The technology behind these applications can be overwhelming for anyone without a background in robotics. However, we can learn the basics about each type of technology and take advantage of the awesome opportunities just waiting for those who are willing to take a step into the future.

Artificial Intelligence (AI)

This is a broad term describing a wide range of technologies that can perform complex tasks that were once only performed by humans. This includes self-driving cars, speech recognition, robotics, algorithmic stock trading, medical imagery devices and a few others. The list grows almost daily.

Artificial intelligence is having a deep impact on the legal field, the business community, the medical field and the financial industry. As new advancements are made, it will become almost essential to understand AI well enough to know where you can best implement it in your law firm.

In the the legal profession, artificial intelligence is already making many of those time-consuming, redundant jobs much easier. AI can be used to analyze legal contracts, review documents, and manage billing tasks. One of the more exciting applications is in the area of data mining. AI is now being used to sort through millions of litigation documents to find the strategic insights that can help you win your case.

Though machines may never be able to replace a well-trained litigator, they can quickly comb through a mountain of data and extract the exact information you will need to get the right verdict. AI applications offer a wide range of possibilities, and yet they can be targeted to accomplish very specific skills. The trick is in learning which tasks are best done by a human being, and which ones should be completed by artificial intelligence.

Many of today’s law firms are using AI-based legal tools for research. They’re also using them to identify drafting errors, predict outcomes, identify litigation trends and much more. As law firms begin to understand the potential behind machine learning, expect them to venture out more into this realm.

Cognitive Computing and Augmented Intelligence

Cognitive computing is often used interchangeably with AI. However, there is a subtle difference between the two. In the field of cognitive computing, developers strive to simulate the human thought process. This technology utilizes data mining, natural language processing and pattern recognition technology. The goal is to solve problems without human intervention. Using machine learning algorithms, this technology is continuously acquiring new knowledge. The hope is that someday it will be able to anticipate problems before they happen and provide working solutions.

Augmented Intelligence uses numerous AI applications as well. These include natural language programming, robotics, neural networks and virtual reality. While AI is more about replacing thousands of human actions using a computer program, Augmented Intelligence is more about enhancing the human experience. Humans would use virtual reality and robots to help them with complex, large and small tasks.

In the world of artificial intelligence, you might hear terms like “robot lawyers.” In the world of augmented intelligence, advanced technology would enhance a human attorney’s skills. At the end of the day, both technologies are necessary because there will be times when a robot lawyer might actually be a better idea.

For instance, think about the enormous time spent by judges who are dealing with small crimes like petty theft, speeding tickets, drunk and disorderly conduct, etc. Most of these crimes don’t require a judge and jury. They could easily be decided by a computer algorithm that measures the facts of the case against the written law pertaining to the case. This type of robot lawyer could process cases with better accuracy than a human judge and at a much faster rate. This would equal a substantial cost savings to the city and law enforcement.


Most people understand the term “analytics” now due to widespread usage of analytics programs that tell you how your website is doing. Today’s advanced analytics programs do more than just analyze data. Using sophisticated tools, they parse through massive amounts of data and eliminate anything considered irrelevant or redundant. Next, the data is structured so that it can be readily used. Analytics is a field that constantly changes because new data is being entered and sorted each day. This process is building a colossal database of all knowledge.

An analytics program can be configured to work in specific fields like the law, medicine, sales, stock trading or any number of areas. You might profit from knowing how well appliance sales do on certain days of the week. This same technology could also tell you how likely a criminal is to commit additional crimes.

What does the future hold?

As we move forward, it behooves us all to learn about machine learning, augmented intelligence, analytics, and cognitive computing. As with every new advancement in futuristic technology, the more we know, the more readily we’ll be able to adopt the technology and accept it into our lives. There are already much easier and cheaper ways to accomplish most of our everyday redundant tasks.

You can tell your Roomba to “Start Cleaning.” You can ask Alexa where a restaurant is located and how late they’re open. You can help your teenager with a complex math equation. But, you can’t tell Alexa to pick up the kids from school.

Our machines may someday perform all our normal household and many of our work-related tasks. At the moment though, there are certain things that only humans can do. However, humans augmented by artificial intelligence will be able to complete those tasks much faster and with better accuracy.

The Future of Big Data and the Legal Industry

The Future of Big Data and the Legal Industry

There’s no doubt that Big Data, Data Mining, and Machine Learning have changed every industry on the planet. Recent political campaigns were won by experts who knew how to use all data available regarding key factors. Many were surprised to learn how certain types of information could guide a political campaign down the pathway to a big win.

Data analytics now used in many industries

Data analytics has been used in the field of sports for many years. This is perhaps one of the first industries to fully embrace this concept. All professional sports organizations use volumes of data to understand past performances of rival teams. They analyze every bit of the information available to discover a competing team’s weaknesses. Then they use that information to build an arsenal of both offensive and defensive strategies.

It’s natural that the legal profession would want to gain the upper hand in this same manner. And, that is exactly what’s taken place in the last few years. Now we have teams who are experts in both technology and the law. Using the most sophisticated tools available, they decipher every morsel of legal information, including trial outcomes, court decisions, witness testimony, precedents and much more. This gives their side the competitive advantage.

However, the issues that the legal system faces differ a great deal from those of other industries. A sports team analyzes things like various plays and the results of those actions. In the legal field, every trial generates huge amounts of data. From the trial transcripts to the expert witnesses, the sheer volume of data sets the legal field apart from most other industries.

How legal data differs

Last year, in the US alone, there were over 350,000 cases brought to court. And legal data is highly complex. It contains legal nuances that are hard to explain to most people, much less a computer program. Trial outcomes typically occur as a result of hard evidence, but sometimes they are a result of emotional juries. Since juries are made up of human beings, it’s very hard to predict with accuracy what they will do in any given situation. That’s the goal of trial science.

In the past, America has held very public trials for popular athletes accused of crimes like assault or even murder. All the evidence might point to the suspect being guilty. And yet, the jury had a previous emotional connection with the athlete because they enjoyed watching him play sports. Even with overwhelming evidence of guilt, the jury ruled that he was innocent.

How do you explain that type of irrational thinking to a computer? How will artificial intelligence deal with anomalies like this? These are just a few of the questions facing today’s data-driven attorneys. Though big data offers a world of opportunities, it also represents a substantial challenge even to the best legal researchers.

How to produce the richest data

Today’s legal technology experts are continuously adding new information to their databases. Every trial and verdict is a new piece of information that the AI will use to build its intelligence platform. In fact, millions of pieces of data are added daily to the repository. These massive blocks of data require high-speed processors. Much of this is accomplished using data-parsing technology.

This process cleans raw data, refines and enhances it, and structures the data so it offers maximum insight to users. For instance, one program allows searchers to look at the decisions specific judges made in the past. This helps them build a profile of that judge’s legal philosophies. With great accuracy, these programs can predict how a judge will rule in a certain type of court case. Imagine being able to know with some degree of certainty, how a judge might rule on a specific case before the trial even begins.

Endless possibilities

The possibilities this technology provides are endless and offer a wealth of valuable information to attorneys. As the future unfolds for the legal field, experts believe that advanced technology will be used in every part of the law.

Of course, today it’s being used primarily by legal teams that want to win cases. There are often substantial financial reasons for wanting to win a big case. Today’s attorneys understand that clients are looking for the best team of lawyers. They want to work with the brightest people–winners. But, there’s more than just money on the line; a law firm is building its reputation as well. They want to build their brand to the place where their name is a byword in the legal world.

Refining the legal world

These are natural reasons for wanting to win at anything. However, many experts believe the future of legal technology holds much more than this. They believe the legal field can evolve into a much more fair, accurate and profitable industry. As a society, we can begin to get things right when it comes to verdicts in big cases. We can move past the place where known murderers are freed over a technicality. This is not a pipe dream for many in the legal field, it’s a destiny that must be achieved for our legal system to continue moving forward.

Perfecting a complex legal system

From making new laws to enforcing old ones, data mining and machine learning have the potential to show us where our society’s legal system has failed in the past. We can clearly see what has worked and what hasn’t. We can use this knowledge to move forward in a better direction. Unfair laws could be changed, and unfair verdicts could be a thing of the past.

That’s the hope of every reputable attorney. Today, we may use data mining and AI to gain a better advantage in a trial. Tomorrow, we may use them to mold our legal system into a fine-tuned instrument that delivers correct verdicts every time, and at a third of the cost.

See how mProactive can help your law firm by contacting us at (724) 261-3034 or at sales@www.mproactive.com! Call or email today!