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India’s advisory on LLM usage causes consternation

CIO Business Intelligence

It also requires that LLMs that are unreliable or still under test only be made available in Indian Internet with explicit permission from the government, and only be deployed accompanied by a warning of their unreliability. Are there test cases they have to pass, or assurances given on level of testing and support?”

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Leveraging MITRE ATT&CK: How Your Team Can Adopt This Essential Framework

CIO Business Intelligence

In fact, it has been available since 2013. The team was focused on using threat intelligence to harden their environment by improving security controls after every attack and making use of detection and response tools, perimeter security, cloud security, and other measures. That would be a tremendous boon for your security team, right?

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Drug Discovery Needs AI To Discover More Treatments

Smart Data Collective

Phase 0 is the first to involve human testing. Phase I involves dialing-in the proper dosage and further testing in a larger patient pool. In a report on the failure rates of drug discovery efforts between 2013 and 2015, Richard K. Researching and developing new drugs involves multiple steps called “Phases.”

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Why you should care about debugging machine learning models

O'Reilly on Data

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Because ML models can react in very surprising ways to data they’ve never seen before, it’s safest to test all of your ML models with sensitivity analysis. [9] Residual analysis.

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Six keys to achieving advanced container monitoring

IBM Big Data Hub

Containers have increased in popularity and adoption ever since the release of Docker in 2013, an open-source platform for building, deploying and managing containerized applications. Containerization helps DevOps teams avoid the complications that arise when moving software from testing to production.

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14 essential book recommendations by and for IT leaders

CIO Business Intelligence

In The Phoenix Project: A Novel About IT, DevOps, and Helping Your Business Win (IT Revolution Press, 2013 ) , Bill — an IT manager — takes over a critical project that’s over budget and behind schedule. This title breaks teaches you to measure, predict, and build trust. “We The CEO demands that Bill deliver the project in 90 days.

IT 112
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12 famous ERP disasters, dustups and disappointments

CIO Business Intelligence

However, the measure of success has been historically at odds with the number of projects said to be overrunning or underperforming, as Panorama has noted that organizations have lowered their standards of success. million in implementation costs. An investigation found that only about 30% of the data in the system was actually correct.