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CSPAN2 Key Capitol Hill Hearings December 6, 2014

Than simply acknowledging the centrality of the human person. It also implies nurturing the gifts of each man and woman. It means investing in individuals and in those settings in which their talents are shaped and flourish. The first such area is that of education beginning with the family, the fundamental cell and most precious element of any society. The family united, fruitful and indissoluble possesses the elements. [applause] possesses the elements which are fundamental for fostering hope in the future. Without this solid basis, the future ends up and builds ondemand with dire social consequences. Its also important stressing the importance of the family should mean not only giving direction hope to new generations but also to many of the old who often have to live alone and abandoned because there is no longer the warmth of the family home that can accompany and support them. Alongside the family there are the various educational institutes, schools and universities. Education c ....

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Frontiers | Artificial Intelligence Is Stupid and Causal Reasoning Will Not Fix It

Artificial Neural Networks have reached ‘Grandmaster’ and even ‘super-human’ performance’ across a variety of games, from those involving perfect-information, such as Go ((Silver et al. (2016)); to those involving imperfect-information, such as ‘Starcraft’ (Vinyals et al. (2019)). Such technological developments from AI-labs have ushered concomitant applications across the world of business, where an ‘AI’ brand-tag is fast becoming ubiquitous. A corollary of such widespread commercial deployment is that when AI gets things wrong - an autonomous vehicle crashes; a chatbot exhibits ‘racist’ behaviour; automated credit-scoring processes ‘discriminate’ on gender etc. - there are often significant financial, legal and brand consequences, and the incident becomes major news. As Judea Pearl sees it, the underlying reason for such mistakes is that “. all the impressive achievements of deep learning amount to just curve fitting”. The key, Pearl suggests (Pearl and ....

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