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Training for Fairness: Reducing Reviewer and AI Bias in Document Review

AI is only as fair as the humans and data that train it. In document review, both Continuous Active Learning (CAL) systems and Generative AI workflows depend heavily on reviewer input through coded decisions. When reviewers bring bias (conscious or unconscious) into their coding, it gets amplified by the models and can escalate into systemic […]

The post Training for Fairness: Reducing Reviewer and AI Bias in Document Review appeared first on TCDI.

January 27, 2026
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Carbon Monoxide Safety: What Every Homeowner Should Know

Carbon monoxide (CO) is one of the most dangerous household hazards because it’s impossible to detect without the right tools. It’s colorless, odorless, and tasteless, yet exposure can lead to serious illness or even death. Risk tends to peak during the winter months, when heating systems run more frequently, homes are sealed tightly against the […]

January 22, 2026
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What is SDP (Software Defined Perimeter)?

A Software Defined Perimeter (SDP) is a representative architecture that implements Zero Trust security principles in network access control. SDP aims to significantly reduce the network attack surface by completely hiding the existence of applications and services from unauthenticated and unauthorized users. In this way, organizations can strengthen Global Cybersecurity posture while aligning with modern […]

The post What is SDP (Software Defined Perimeter)? first appeared on Cloudbric.

January 20, 2026
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Complying With UK Regulations When Using Home Security Cameras

Home security cameras and smart doorbells are becoming increasingly popular with homeowners who want to protect their property and deter crime. However, not everyone realises that these devices can create legal obligations if they capture footage outside the boundary of their property. In some cases, homeowners could face complaints or regulatory issues if their cameras […]

The post Complying With UK Regulations When Using Home Security Cameras appeared first on Farsight Security | Alarm Receiving Centre.

January 19, 2026
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Ten issues to watch in 2026: the event and the publication

EPRS traditionally opens the year with a look ahead to the issues and trends that will be high on the EU agenda. On Wednesday 14 January it presented its outlook ‘Ten issues to watch in 2026’, a publication that has already reached its tenth edition. Introducing a high-level panel of expert speakers to a fully-packed auditorium, Sarah Sheil, Director of the Members’ Research Service, underlined the need not just to watch, but to act and to protect Europe’s autonomy and security.

January 16, 2026
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