Predictive coding is a technique used in various fields, like technology and neuroscience. It involves using previous experiences or patterns to make predictions about future events or information. It helps to guess what might happen next based on what has happened before.
Full definition
Within the last two years, federal and state courts around the country have issued decisions endorsing the use
of predictive coding and accepting it as the norm.
As predictive coding and analytics play a bigger role in e-discovery, those with legal, IT and mathematical skills will be in great demand.
From discussions
on predictive coding workflow, to collaboration and streamlined processes, respondents explicitly asserted the need for high - quality third party professionals.
However,
predictive coding for defense teams is like a hack saw compared to the precise cutting - edge high technologies our firm offers to plaintiffs.
The survey also revealed that although there is widespread familiarity with
predictive coding technology, there are a variety of reasons why it has not been widely adopted.
Those decisions are fed into
predictive coding software and after a number of iterations the software is able to determine the responsiveness level of the remaining documents.
We've tried to explain
how predictive coding works at a very basic level, but it's important to recognize that all products include different capabilities that impact the process.
As you can probably already tell there is a fair amount of technological sophistication (and some dreaded math) underlying how
predictive coding works.
Can you tell our listeners what is technology assisted review and how is it different
from predictive coding or computer assisted coding?
We discussed the changing nature of data, the importance of workflow processes, and the philosophical differences challenging
predictive coding adoption.
By
utilizing predictive coding technology, law firms can prioritize documents by subject matter and responsiveness, and decrease the amount of time reviewers spend coding documents from scratch.
Now that you've had primer on review, our next section looks specifically
at predictive coding, a technology - driven process that many people see as the future of e-discovery review.
When predictive coding first emerged there was a great deal of anticipation among legal practitioners on how courts would respond.
He then
explains predictive coding in its simplicity: to feed a computer program information based on discovery attorneys have already done until the computer can accurately predict which information is important.
2015 will see more
predictive coding cases decided, and more definition will come, especially around the area of attorney - client privilege.
In pretty much all matters it's worth doing some testing to see
if predictive coding will be helpful.
It argued that
allowing predictive coding at this stage would further complicate the litigation and lead to numerous satellite disputes.
But
whether predictive coding can make common, ordinary size litigation affordable to a majority of the population is yet to be proved.
Attorneys will still need to review the relevant documents produced
through predictive coding, but the quantity of documents for review can be much more manageable.
Also, the most strategic law firms — the ones that
view predictive coding as a key tool in helping them add value and better serve clients — are driving adoption among competing firms.
Seven out of 10 respondents
said predictive coding technology will go mainstream if it becomes easier to use, more transparent, and less expensive.
Additionally, 60 % of the respondents said that they would prefer to
buy predictive coding as a service, versus 33 % preferring to buy it as a software.
Even predictive coding — a relative newcomer compared to, say, using online data hosting platforms or keyword search terms — has been used for a number of years now.
I am unaware of any published study that
finds predictive coding is unreliable or that finds that human reviewers are reliable.
It is the first technology - assisted review software to offer real -
time predictive coding, showing the impact each training document has on relevance scores immediately when it is reviewed.
Yet in conversation corporate counsel and law firm attorneys express the need to cut through the hype and understand how to use and
defend predictive coding.
We like
predictive coding anyway, so as long as the timing is doable, there might be the basis of a workable compromise here.
Clients benefit from efficient e-discovery services; saving costs on large, complex litigation cases by
using predictive coding.
Well worth your time to read because many of the basic questions
on predictive coding have already been asked and answered.
Although courts have endorsed the use
of predictive coding, the pool of cases involving the technology is still quite shallow.
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