There are many ways in which Artificial Intelligence can potentially benefit society – but doing so requires a radically different data-sharing model. Public and political interest in AI technologies has dramatically increased over the last couple of years. Previously dismissed as a territory for nerds and computer freaks, few topics make the headlines quite as frequently these days.
Most of these headlines paint a rather bleak picture, making exaggerated claims about the loss of jobs in the wake of AI or predicting a digital Cold War. One of the most-watched TED talks on the topic is titled, “Artificial Intelligence: It will kill us.”
Despite the doomsday scenarios propagated by mainstream media, there are many ways in which AI can potentially benefit society. In fact, a recent McKinsey report suggests that AI can make a significant contribution to all of the UN Sustainable Development Goals. From combating climate change to feeding an ever-expanding global population, it can play a key role in solving some of the world’s most pressing challenges.
Read More: AI + Drones = Risk Mitigation for Midstream Operations
In order to do so, however, we still need to overcome several barriers. According to the same report, the most significant of these barriers is data. This seems surprising at first. Aren’t we producing more data than ever before? We are indeed, but this data does not necessarily end up in the right places.
To understand why this is such a problem, let us take a closer look at what AI actually is. Artificial Intelligence is generally defined as “the theory and development of computer systems which are able to perform tasks normally requiring Human Intelligence.”
The key enabler behind this is Machine Learning. As the name indicates, this refers to machines capable of “learning” something independently. Instead of being explicitly programmed, they rely on recognizing certain patterns in the data provided. Needless to say, the more data the machine receives, the more accurate it becomes.
Read More: The Future of Artificial Intelligence Is Job Augmentation, Not Elimination
Data is hence, a key component of machine learning, and by extension of AI. It is its very foundation, the “raw material” if you will. At the moment, most of this raw material is either in the hands of public institutions or private companies – neither of whom are incentivized to share it. Whereas the public sector is concerned with privacy issues, the private sector is concerned with profit motives.
Technological revolutions are rarely driven by one big discovery only. Instead, scientific breakthroughs are usually just the first step before entrepreneurs everywhere apply them to real-world problems and customer needs. As we are moving from an era of discovery of AI to an era of implementation, one thing becomes obvious: when it comes to data, we need to favor cooperation over isolation.
This is due to several reasons:
1. Sharing data accelerates advances in AI. The more data the algorithm can train with, the faster it learns – and the more accurate it becomes.
2. Sharing data promotes innovation. The more we allow people outside the silos of elite academic institutions to work with AI, the more innovative solutions to real-world problems we will see.
3. Sharing data helps to decrease algorithmic bias. By now, most of us have heard shocking examples of AI reinforcing negative stereotypes. Sharing data globally means exposure to more diverse data sets – and if done right, less bias.
4. Sharing data beyond institutional or national boundaries forces us to see AI for what it is – a global phenomenon that can and should not be contained within artificial boundaries.
We are currently at a historical crossroads of how to use and govern a technology that will – one way or another – drastically alter the way our social, political and economic systems function. Yet one thing is certain: the zero-sum mentality is not the answer.
Read More: 5+ Types of AI Tools to Enhance Mobile Marketing Campaigns
Leveraging the full potential of AI for social good instead requires a radically different data-sharing model. Whether that means promoting public-private partnerships, establishing a global regulatory body or even declaring data as public good remains to be seen.
All of these ideas come with distinct challenges of their own. But they can serve as thought starters to how a new social contract between citizens, companies, and countries in the age of AI could look like.
Much of the current discourse is focused on the misuse of data. Yet we should also acknowledge the opportunity costs of missed use. Given the unprecedented global challenges ahead, we need to ask ourselves whether we can afford the latter in the name of national politics.
Read More: The Future of Work’s Most Crucial Component: Artificial Intelligence
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Experience the ultimate web performance testing with WPT Global – download now and unlock seamless optimization! -> https://wptjapan.com/ <- wpt global countries
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ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー 組み合わせ
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 三上悠亜セックス
Top JAV Actresses: Find Your Favorite Stars -> https://ssistv.com <- 小湊よつ葉 av
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/oncasi-beebet/ <- ビーベット(beebet)
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー 基礎
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ポーカーギルド ビーベット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/oncasi-beebet/ <- ビーベット
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Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 百永さりな
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- ゲーム ナンプレ
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/oncasi-beebet/ <- ビーベット(beebet)
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 三上悠亜
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ポーカーギルド ビーベット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/oncasi-beebet/ <- ビーベット
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ポーカーギルド ビーベット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/oncasi-beebet/ <- ビーベット
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー 強い 順
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/oncasi-beebet/ <- ビーベット(beebet)
Top JAV Actresses: Find Your Favorite Stars -> https://sonenow.com <- 弥生みづきえろ
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- アプリ 無料 ナンプレ
ポーカーギルド カジノシークレット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/casinosecret/ <- カジノシークレット
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- Sudoku 無料
ポーカーギルド 遊雅堂のおすすめスロットやライブカジノ10選！ 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado-slots/ <- 遊雅堂のおすすめスロットやライブカジノ10選！
ポーカーギルド カジノシークレット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/casinosecret/ <- カジノシークレット
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 投資金額10万円以下
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 株主優待 10万円以下
ポーカーギルド 遊雅堂(ゆうがどう)×優雅堂 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado/ <- 遊雅堂(ゆうがどう)×優雅堂
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- はるなはな
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- Sudoku 無料
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 株主優待 おすすめ
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー 大会 日本
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/oncasi-beebet/ <- ビーベット(beebet)
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- トランプ ポーカー 役
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 生野光代
ポーカーギルド ビーベット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/oncasi-beebet/ <- ビーベット
Top JAV Actresses: Find Your Favorite Stars -> https://sonenow.com <- 大浦真奈美
¡Un gran grupo de jugadores y todo desde free rolls hasta high rollers, además de varios eventos especiales! -> https://wpt081.com/download <- mobile poker
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー 無料 ブラウザ
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 株主優待人気ランキング一覧！
Experience the ultimate web performance testing with WPT Global – download now and unlock seamless optimization! -> https://wptjapan.com/ <- wpt global countries
Experience the ultimate web performance testing with WPT Global – download now and unlock seamless optimization! -> https://wptjapan.com/ <- wpt global countries
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー やり方 簡単
Top JAV Actresses: Find Your Favorite Stars -> https://ssistv.com <- ひなたまりん えろ
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 本郷愛エロ
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- ナンプレ – 無料
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 株主優待 10万円以下
ポーカーギルド カジノシークレット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/casinosecret/ <- カジノシークレット
ポーカーギルド 遊雅堂(ゆうがどう)×優雅堂 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado/ <- 遊雅堂(ゆうがどう)×優雅堂
¡Un gran grupo de jugadores y todo desde free rolls hasta high rollers, además de varios eventos especiales! -> https://wpt081.com/download <- app poker dinheiro real
ポーカーギルド カジノシークレット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/casinosecret/ <- カジノシークレット
Top JAV Actresses: Find Your Favorite Stars -> https://ssistv.com <- 岩崎千鶴
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 天川そら
ポーカーギルド ビーベット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/oncasi-beebet/ <- ビーベット
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- かわきたさいかav
Experience the ultimate web performance testing with WPT Global – download now and unlock seamless optimization! -> https://wptjapan.com/ <- wpt global countries
ポーカーギルド 遊雅堂のおすすめスロットやライブカジノ10選！ 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado-slots/ <- 遊雅堂のおすすめスロットやライブカジノ10選！
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ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/oncasi-beebet/ <- ビーベット(beebet)
Top JAV Actresses: Find Your Favorite Stars -> https://sonenow.com <- 彩城ゆりな
ポーカーギルド 遊雅堂(ゆうがどう)×優雅堂 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado/ <- 遊雅堂(ゆうがどう)×優雅堂
ポーカーギルド 遊雅堂のおすすめスロットやライブカジノ10選！ 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado-slots/ <- 遊雅堂のおすすめスロットやライブカジノ10選！
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/oncasi-beebet/ <- ビーベット(beebet)
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- ゲーム ナンプレ
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 株主優待 10万円以下
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¡Un gran grupo de jugadores y todo desde free rolls hasta high rollers, además de varios eventos especiales! -> https://wpt081.com/download <- aplicativo poker
ポーカーギルド 遊雅堂(ゆうがどう)×優雅堂 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado/ <- 遊雅堂(ゆうがどう)×優雅堂
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 投資金額10万円以下
投資金額10万円以下の株主優待人気ランキング一覧！ -> https://yutaitop.com <- 株主優待 おすすめ
ポーカーギルド カジノシークレット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/casinosecret/ <- カジノシークレット
ポーカーの役について、強さや確率、役の一覧などの情報を提供するウェブサイトがあります。 -> https://wptjapan.com/download <- ポーカー ニュース
¡Un gran grupo de jugadores y todo desde free rolls hasta high rollers, además de varios eventos especiales! -> https://wpt081.com/download <- app poker dinheiro real
¡Un gran grupo de jugadores y todo desde free rolls hasta high rollers, además de varios eventos especiales! -> https://wpt081.com/download <- aplicativo poker
ポーカーギルド ビーベット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/oncasi-beebet/ <- ビーベット
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- アプリ 無料 ナンプレ
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 河合あすな動画
ナンプレ – 無料 – Sudoku 脳トレ ナンプレ アプリ 無料ゲーム -> https://sudukuja.com <- 無料ゲーム ナンプレ
Top JAV Actresses: Find Your Favorite Stars -> https://javseenow.com <- 涼川絢音
ポーカーギルド カジノシークレット 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/casinosecret/ <- カジノシークレット
Top JAV Actresses: Find Your Favorite Stars -> https://sonenow.com <- 水元ゆうな
ポーカーギルド 遊雅堂のおすすめスロットやライブカジノ10選！ 入金不要ボーナス オンカジ 入金不要ボーナス -> https://wptjapan.com/yuugado-slots/ <- 遊雅堂のおすすめスロットやライブカジノ10選！
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