article thumbnail

National framework for AI assurance in Australian government: Guidance when building with AWS AI/ML solutions

AWS Public Sector

These additional blog posts look further at measuring and mitigating bias: Tune ML models for additional objectives like fairness with SageMaker Automatic Model Tuning Use SageMaker Clarify to explain and detect bias Privacy protection and security When working on a new use case, consider doing a privacy impact assessment (PIA) at the design phase.

article thumbnail

Red Eagle v. Colombia: Colombia’s Decisions to Protect Páramos Do Not Constitute a Violation of the Minimum Standard of Treatment vis-à-vis an Investor with No Vested Right

Kluwer Arbitration

To obtain an environmental license, the investor must obtain approval from the environmental authority of (i) an Environmental Impact Assessment and (ii) an Environmental Management Plan (“PMA”). The ANM further reiterated this in April, August 2017, and December 2019.

Balance 52
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Red Eagle v. Colombia: Colombia’s Decisions to Protect Páramos Do Not Constitute a Violation of the Minimum Standard of Treatment vis-à-vis an Investor with No Vested Right

Kluwer Arbitration

To obtain an environmental license, the investor must obtain approval from the environmental authority of (i) an Environmental Impact Assessment and (ii) an Environmental Management Plan (“PMA”). The ANM further reiterated this in April, August 2017, and December 2019.

Balance 52
article thumbnail

Customs and Border Protection is expanding its use of biometric iris recognition

FedScoop

“Iris scanners are just a part of our biometric collection, like the collection of fingerprints and photographs for facial comparison,” said the spokesperson, who also cited a 2017 privacy impact assessment.

IT 115
article thumbnail

Pre-Ιnvestment Expenditures, Defining an Investment, and a Problem of Translations: Patel Engineering v the Republic of Mozambique

Kluwer Arbitration

Investors frequently make expenditures in the preparatory phase of an investment, such as environmental impact assessments , scientific surveys, or financial advice. When are these expenditures considered an investment? Expenditures prior to the investment do not create economic value.