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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?”

Testing 128
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6 benefits of data lineage for financial services

IBM Big Data Hub

Because lineage creates an environment where reports and data can be trusted, teams can make more informed decisions. With this expanded observability, incidents can be prevented in the design phase or identified in the implementation and testing phase to reduce maintenance costs and achieve higher productivity. Stakeholders?

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FINRA CIO Steve Randich pushes the public cloud forward

CIO Business Intelligence

The CIO of a regulatory agency that reports to the US Securities and Exchange Commission — one of the biggest cloud consumers in the world — has made it his mission to help other CIOs — and Amazon Web Services itself — improve cloud computing. But for two years, we were testing limits within the public cloud.”

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CIO as enabler: Building an ecosystem of innovation partners

CIO Business Intelligence

Her firm’s recently released Digital Leadership Report shows more than two-thirds (69%) of global technology leaders are members of the operational board or executive management team. The Lab, created in 2012, tests whether technologies that aren’t yet used in production processes have the potential for mass adoption.

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

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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. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8]. Currency amounts reported in Taiwan dollars.