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It's just about being more auditable, more transparent; making sure people now why we're searching them".
Fraud will be reduced and record management will be more auditable.
The reason I am frequently told that our profession doesn't immediately adopt machine- assisted review is only because it's easier to continue with the status quo than to educate lawyers or Judges on why technology is better, faster, more auditable and conversely, how inferior linear review is.
Surgeons reported some initial apprehension about structuring their clinical judgment and entering a more auditable area.
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As Wikipedia says: "By combining open data and open source machine learning algorithms, our goal is to make quality control in Wikipedia more transparent, auditable, and easy to experiment with".
Blockchain also makes things more transparent and easily auditable by any third party.
Decision automation reduces costs by offloading work from people, can accelerate decision making to sub-milliseconds, and results in more consistent, documented and auditable decisions.
Comparisons of log content and log granularity with healthcare laws and regulations will have to be made to see if it needs to be supplemented with more mechanisms to function as a complete auditable read-log.
In contrast, high-risk situations like those involving urban areas and cities exposed to dangerous volcanic phenomena incur substantial costs regardless of whatever measure is taken (or not taken), thus requiring more refined, rational approaches involving clear, sound, transparent, auditable practices for both hazard forecasts and decision-making.
Our main policy recommendation includes the need for a more transparent system that places emphasis on tangible or auditable means of demonstrating ethical responsibilities, and to determine areas of improvement.
Bhatia's describes TrakInvest's initial target user as someone between the ages of 20 to 35, who wants to learn more equity trading, follow successful traders and have an auditable way to track to their performance record.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com