From seafood from Thailand and electronics from Malaysia and China, to textiles from India and wood from Brazil, modern slavery exists in all corners of the planet. It is a multibillion-dollar transnational criminal business that affects us all through trade and consumer choices. In 2016, an estimated 25 million people were forced to work through threats, violence, coercion, deception, or debt bondage. Of these, 16 million were forced to work in the private sector. Given the widespread nature of the problem, governments, corporations, and the general public are increasingly expecting companies to accurately disclose the actions they are taking to tackle modern slavery. Yet, five years on, there are challenges with understanding companies’ compliance under the 2015 UK Modern Slavery Act. It is unclear which companies are failing to report under the MSA, while the quality of these statements often remains poor.

Project AIMS (Artificial Intelligence against Modern Slavery) harnesses the power of artificial intelligence (AI) for tackling modern slavery by analyzing modern slavery statements to assess compliance with the UK and Australian Modern Slavery Acts, in order to prompt business action and policy responses. This paper examines the challenges and opportunities for better machine readability of modern slavery statements identified in the initial stages of this project. Machine readability is important to extract data from modern slavery statements to enable analysis using AI techniques. Although extensive technological solutions can be used to extract data from PDFs and HTMLs, establishing transparency and accessibility requirements would reduce the resources required to assess modern slavery reporting and ultimately understand what companies are doing to address modern slavery in their direct operations and supply chains — unlocking this critical ‘AI for Social Good’ use case.

AI Against Modern Slavery: Digital Insights into Modern Slavery Reporting - Challenges and Opportunities - The Minderoo Foundation, 2020 DOWNLOAD

post

page

attachment

revision

nav_menu_item

custom_css

customize_changeset

oembed_cache

user_request

wp_block

acf-field-group

acf-field

ai1ec_event

Lawyers Manual on Human Trafficking
Guidance

Edited by by Jill Laurie Goodman and Dorchen A. Leidholdt.A guide for legal professionals working with victims of human trafficking.

Child Exploitation Disruption Toolkit
Guidance

This toolkit has been developed to support frontline practitioners to safeguard children and young people under the age of 18 from sexual and criminal exploitation. This includes social workers, police officers, housing officers, education staff, he...Read More

TAGS: Europe
Trafficking in Human Beings – Organised Ritual Abuse
Guidance

Trafficking in human beings is defined as a set of circumstances whereby a person is pushed into an exploitative situation by an individual or individuals taking advantage of their plight. This can manifest itself in various forms and occur in diffe...Read More

TAGS: Europe
Indicators of Forced Labour
Guidance

This booklet presents an introduction to the International Labour Organization (ILO) Indicators of Forced Labour. These indicators are intended to help “front-line” criminal law enforcement officials, labour inspectors, trade union officers, NGO...Read More