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Scooped by Gust MEES
January 21, 2023 5:30 PM
Scoop.it!

ChatGPT - Guide de l'enseignant (FR).pdf

ChatGPT - Guide de l'enseignant (FR).pdf | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Mettez constamment les élèves au défi d'apprendre de nouvelles choses.
Utilisez le ChatGPT pour générer des sujets de discussion qui encouragent les élèves à faire preuve d'esprit critique et à résoudre des problèmes. Par exemple, vous pouvez saisir cette question dans le ChatGPT : « Comment pourriez-vous utiliser vos connaissances et compétences antérieures pour relever ce nouveau défi.
? Quelles stratégies utiliseriez-vous pour surmonter les obstacles éventuels ? »

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

Mettez constamment les élèves au défi d'apprendre de nouvelles choses.
Utilisez le ChatGPT pour générer des sujets de discussion qui encouragent les élèves à faire preuve d'esprit critique et à résoudre des problèmes. Par exemple, vous pouvez saisir cette question dans le ChatGPT : « Comment pourriez-vous utiliser vos connaissances et compétences antérieures pour relever ce nouveau défi.
? Quelles stratégies utiliseriez-vous pour surmonter les obstacles éventuels ? »

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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Rescooped by Gust MEES from Edumorfosis.it
January 22, 2023 11:24 AM
Scoop.it!

How ChatGPT will impact the future of Education

How ChatGPT will impact the future of Education | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

In a profession at times encumbered by rigidity and repetition, discovering whatever small changes the school made over the holidays was a momentary relief of excitement. A swipe card access system at the main foyer – wow! The replenished stationery cupboard – look at all those colours!

Amid catching up with my colleagues to hear their embarrassing holiday mishaps, and welcoming the latest recruits before students barge back into our classrooms later in the week, those first few days created the unfamiliar yet fleeting atmosphere of newness.

This year, however, the feeling of newness will hit fever pitch for schools across the country. ChatGPT, a freely accessible AI chatbot designed to generate human-like responses to virtually any question, is on the brink of shaking up almost every aspect of the teaching and learning lifecycle, and will be on the lips of the majority of educators and principals from day one.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 


Via Edumorfosis
Gust MEES's insight:

In a profession at times encumbered by rigidity and repetition, discovering whatever small changes the school made over the holidays was a momentary relief of excitement. A swipe card access system at the main foyer – wow! The replenished stationery cupboard – look at all those colours!

Amid catching up with my colleagues to hear their embarrassing holiday mishaps, and welcoming the latest recruits before students barge back into our classrooms later in the week, those first few days created the unfamiliar yet fleeting atmosphere of newness.

This year, however, the feeling of newness will hit fever pitch for schools across the country. ChatGPT, a freely accessible AI chatbot designed to generate human-like responses to virtually any question, is on the brink of shaking up almost every aspect of the teaching and learning lifecycle, and will be on the lips of the majority of educators and principals from day one.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

bricummings's comment, January 29, 2023 11:40 PM
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Lesley blessing Magabane's curator insight, May 18, 2023 3:38 PM
Robotics can teach students subjects while engaging with them through human-like facial features and emotion-perceiving technology. AI can provide personalized learning options for students who need individual attention or different learning paces. 
Scooped by Gust MEES
January 17, 2023 4:40 PM
Scoop.it!

Interview: Wie ChatGPT die Lehre verändert | #AI #KI

Interview: Wie ChatGPT die Lehre verändert | #AI #KI | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Lepenies: GPT-3 ist ein potenziell sehr intelligenter und anregender Feedback-Partner. Je klüger man die Frage stellt und dem Modell Feedback gibt, desto intelligenter sind auch die Antworten. Meist kann die Text-KI den ersten Entwurf für jedwedes Dokument liefern.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

 

Gust MEES's insight:

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

No comment yet.
Rescooped by Gust MEES from Edumorfosis.it
January 15, 2023 12:10 PM
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Academic experts offer advice on ChatGPT

Academic experts offer advice on ChatGPT | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Faculty members and administrators are now reckoning in real time with how—not if—ChatGPT will impact teaching and learning. Inside Higher Ed caught up with 11 academics to ask how to harness the potential and avert the risks of this game-changing technology. The following edited, condensed advice suggests that higher ed professionals should think a few years out, invite students into the conversation and—most of all—experiment, not panic.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 


Via Edumorfosis
Gust MEES's insight:

Faculty members and administrators are now reckoning in real time with how—not if—ChatGPT will impact teaching and learning. Inside Higher Ed caught up with 11 academics to ask how to harness the potential and avert the risks of this game-changing technology. The following edited, condensed advice suggests that higher ed professionals should think a few years out, invite students into the conversation and—most of all—experiment, not panic.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

A. Dumas Douglas's curator insight, February 3, 2023 11:16 PM
The author of this article recommends that we “experiment, not panic” when it comes to our students’ use of ChatGPT. She explains that she has allowed AI use to generate papers for her class in order to show students the limitations of such technology while exposing their own ability to apply what they’ve learned and revise and edit a bot’s work. 

 I can relate to this article because I too have used this same strategy in class when assigning the use of a writing software program as a revising/editing tool. Soon enough, the students see errors or oversights that the program has made. They realize that they must know more than they previously thought they knew if they can recognize issues in someone else’s writing.
sheronl's curator insight, February 13, 2023 10:48 AM

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Scooped by Gust MEES
January 11, 2023 10:36 AM
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Ten Facts About ChatGPT | #AI #ArtificialIntelligence

Ten Facts About ChatGPT | #AI #ArtificialIntelligence | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

ChatGPT is a revolutionary AI-enabled chatbot that provides long-form answers to complex questions. Trained to learn what humans mean when they ask a question, ChatGPT may be the most impactful tool since the modern search engine.

1. ChatGPT can create content in seconds

ChatGPT(link is external) is the latest addition to a suite of AI-enabled natural language processors and writing assistants. It was developed and trained on a large dataset of human-to-human conversation transcripts and has been specifically fine-tuned to generate responses in a chatbot context that are generally relevant and appropriate for conversation. 

In one case study(link is external), it generated complex code in a few minutes — a process that normally takes three to five hours. It can also code in various programming languages. In the example cited, it used Python.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

ChatGPT is a revolutionary AI-enabled chatbot that provides long-form answers to complex questions. Trained to learn what humans mean when they ask a question, ChatGPT may be the most impactful tool since the modern search engine.

1. ChatGPT can create content in seconds

ChatGPT(link is external) is the latest addition to a suite of AI-enabled natural language processors and writing assistants. It was developed and trained on a large dataset of human-to-human conversation transcripts and has been specifically fine-tuned to generate responses in a chatbot context that are generally relevant and appropriate for conversation. 

In one case study(link is external), it generated complex code in a few minutes — a process that normally takes three to five hours. It can also code in various programming languages. In the example cited, it used Python.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

 

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Scooped by Gust MEES
January 9, 2023 5:32 PM
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GitHub’s OpenAI-Powered Copilot Sparks Legal Debate | #ChatGPT #AI #Ethics 

GitHub’s OpenAI-Powered Copilot Sparks Legal Debate | #ChatGPT #AI #Ethics  | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Who Owns the Content AI Creates?
AI products like GitHub Copilot and ChatGPT, which ingest human content to make new material, raise novel legal and ethical issues.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

Who Owns the Content AI Creates?
AI products like GitHub Copilot and ChatGPT, which ingest human content to make new material, raise novel legal and ethical issues.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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Scooped by Gust MEES
February 3, 2022 3:27 PM
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Google Deepmind: Coding-KI programmiert angeblich so gut wie Menschen | #AI #ArtificialIntelligence

Google Deepmind: Coding-KI programmiert angeblich so gut wie Menschen | #AI #ArtificialIntelligence | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Deepmind nahm zur Überprüfung zehn Wettbewerbe von der Plattform Codeforce zur Hand. Ihnen allen lag zugrunde, dass neuartige und interessante Lösungen gefunden werden müssen, die „kritisches Denken“ erfordern. „Insgesamt lag Alphacode ungefähr auf dem Niveau eines mittleren Wettbewerbers“, schreiben die Autor:innen der Beiträge. Codeforce veröffentlichte die automatisch generierten Codes für die Probleme von Selectorunlimited, Wagglecollide und Angularnumeric.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

Gust MEES's insight:

Deepmind nahm zur Überprüfung zehn Wettbewerbe von der Plattform Codeforce zur Hand. Ihnen allen lag zugrunde, dass neuartige und interessante Lösungen gefunden werden müssen, die „kritisches Denken“ erfordern. „Insgesamt lag Alphacode ungefähr auf dem Niveau eines mittleren Wettbewerbers“, schreiben die Autor:innen der Beiträge. Codeforce veröffentlichte die automatisch generierten Codes für die Probleme von Selectorunlimited, Wagglecollide und Angularnumeric.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

No comment yet.
Scooped by Gust MEES
April 11, 2021 12:23 PM
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Robo-C | Promobot | #Robotics #AI #ArtificialIntelligence 

Promobot is the largest manufacturer of autonomous service robots in Europe. Promobots work in 40 countries as administrators, promoters, consultants, guides and concierges.

https://promo-bot.ai/​

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Robotics

 

Gust MEES's insight:

Promobot is the largest manufacturer of autonomous service robots in Europe. Promobots work in 40 countries as administrators, promoters, consultants, guides and concierges.

https://promo-bot.ai/​

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Robotics

 

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Scooped by Gust MEES
January 16, 2020 3:12 PM
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Europe Mulls New Tougher Rules for Artificial Intelligence | I #ETHICS #EU #AI 

Europe Mulls New Tougher Rules for Artificial Intelligence | I #ETHICS #EU #AI  | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

The European Union is considering new legally binding requirements for developers of artificial intelligence in an effort to ensure modern technology is developed and used in an ethical way.

The EU’s executive arm is set to propose the new rules apply to “high-risk sectors,” such as healthcare and transport, and suggest the bloc updates safety and liability laws, according to a draft of a so-called “white paper” on artificial intelligence obtained by Bloomberg. The European Commission is due to unveil the paper in mid-February and the final version is likely to change.

The paper is part of the EU’s broader effort to catch up to the U.S. and China on advancements in AI, but in a way that promotes European values such as user privacy. While some critics have long argued that stringent data protection laws like the EU’s could hinder innovation around AI, EU officials say harmonizing rules across the region will boost development.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

The European Union is considering new legally binding requirements for developers of artificial intelligence in an effort to ensure modern technology is developed and used in an ethical way.

The EU’s executive arm is set to propose the new rules apply to “high-risk sectors,” such as healthcare and transport, and suggest the bloc updates safety and liability laws, according to a draft of a so-called “white paper” on artificial intelligence obtained by Bloomberg. The European Commission is due to unveil the paper in mid-February and the final version is likely to change.

The paper is part of the EU’s broader effort to catch up to the U.S. and China on advancements in AI, but in a way that promotes European values such as user privacy. While some critics have long argued that stringent data protection laws like the EU’s could hinder innovation around AI, EU officials say harmonizing rules across the region will boost development.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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July 27, 2019 9:46 AM
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Microsoft kauft sich mit einer Milliarde bei KI-Start-up ein | #ArtificialIntelligence #AI #StartUPs #OpenAI #Acquisitions

Microsoft kauft sich mit einer Milliarde bei KI-Start-up ein | #ArtificialIntelligence #AI #StartUPs #OpenAI #Acquisitions | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Microsoft und das Start-up OpenAI verkünden eine neue Partnerschaft. Rund eine Milliarde US-Dollar investieren die Redmonder in das junge Unternehmen. Gemeinsam wolle man KI so weiterentwickeln, dass sie die großen Probleme der Menschheit lösen kann.

Sam Altman (li.), CEO von OpenAI, mit Microsoft-CEO Satya Nadella.
(Quelle: Microsoft )Microsoft investiert eine Milliarde US-Dollar in das Start-up OpenAI. Das junge Unternehmenhat es sich zur Aufgabe gemacht, Künstliche Intelligenz (KI) so zu entwickeln, dass sie der gesamten Menschheit zugutekommt. Mit dem Investment unterstützt nun Microsoft dieses Vorhaben.
Geplant ist der Aufbau einer neuen Infrastruktur auf Azure für KI-Supercomputing. Diese soll auch für das Training und die Ausführung von fortgeschrittenen KI-Modellen herangezogen werden können. Außerdem will Microsoft die Technologie auch anderen KI-Entwicklern zur Verfügung stellen.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Acquisitions

 

Gust MEES's insight:

Microsoft und das Start-up OpenAI verkünden eine neue Partnerschaft. Rund eine Milliarde US-Dollar investieren die Redmonder in das junge Unternehmen. Gemeinsam wolle man KI so weiterentwickeln, dass sie die großen Probleme der Menschheit lösen kann.

Sam Altman (li.), CEO von OpenAI, mit Microsoft-CEO Satya Nadella.
(Quelle: Microsoft )Microsoft investiert eine Milliarde US-Dollar in das Start-up OpenAI. Das junge Unternehmenhat es sich zur Aufgabe gemacht, Künstliche Intelligenz (KI) so zu entwickeln, dass sie der gesamten Menschheit zugutekommt. Mit dem Investment unterstützt nun Microsoft dieses Vorhaben.
Geplant ist der Aufbau einer neuen Infrastruktur auf Azure für KI-Supercomputing. Diese soll auch für das Training und die Ausführung von fortgeschrittenen KI-Modellen herangezogen werden können. Außerdem will Microsoft die Technologie auch anderen KI-Entwicklern zur Verfügung stellen.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Acquisitions

 

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June 9, 2019 6:49 PM
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G-20 einigen sich auf Prinzipien zur KI | #ArtificialIntelligence #AI #ETHICS #RESPONSABILTY 

G-20 einigen sich auf Prinzipien zur KI | #ArtificialIntelligence #AI #ETHICS #RESPONSABILTY  | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Die führenden Wirtschaftsmächte der Erde haben sich erstmals auf Prinzipien für den Umgang mit Künstlicher Intelligenz verständigt. Wer KI einsetze oder entwickele „sollte die Rechtsgrundsätze, Menschenrechte und demokratische Werte respektieren“, heißt es in einer am Samstag verabschiedeten gemeinsamen Erklärung während eines Ministertreffens der G-20-Staaten in der japanischen Forschungsstadt Tsukuba. Um Vertrauen in KI-Technologien zu fördern und das volle Potenzial der Technologien auszuschöpfen, fühle sich die Staatengemeinschaft zu einem Umgang mit KI verpflichtet, bei dem der Mensch im Mittelpunkt stehe.

KI-Systeme „sollten robust, gesichert und sicher“ während der gesamten Nutzungsdauer sein und dürften „keine unzumutbaren Sicherheitsrisiken“ darstellen, so ein weiteres der vereinbarten Prinzipien.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

Die führenden Wirtschaftsmächte der Erde haben sich erstmals auf Prinzipien für den Umgang mit Künstlicher Intelligenz verständigt. Wer KI einsetze oder entwickele „sollte die Rechtsgrundsätze, Menschenrechte und demokratische Werte respektieren“, heißt es in einer am Samstag verabschiedeten gemeinsamen Erklärung während eines Ministertreffens der G-20-Staaten in der japanischen Forschungsstadt Tsukuba. Um Vertrauen in KI-Technologien zu fördern und das volle Potenzial der Technologien auszuschöpfen, fühle sich die Staatengemeinschaft zu einem Umgang mit KI verpflichtet, bei dem der Mensch im Mittelpunkt stehe.

KI-Systeme „sollten robust, gesichert und sicher“ während der gesamten Nutzungsdauer sein und dürften „keine unzumutbaren Sicherheitsrisiken“ darstellen, so ein weiteres der vereinbarten Prinzipien.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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January 22, 2019 2:44 PM
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Finland: A country’s ambitious plan to teach anyone the basics of AI | #ArtificialIntelligence

Finland: A country’s ambitious plan to teach anyone the basics of AI | #ArtificialIntelligence | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

In the era of AI superpowers, Finland is no match for the US and China. So the Scandinavian country is taking a different tack. It has embarked on an ambitious challenge to teach the basics of AI to 1% of its population, or 55,000 people. Once it reaches that goal, it plans to go further, increasing the share of the population with AI know-how. The scheme is all part of a greater effort to establish Finland as a leader in applying and using the technology.

Citizens take an online course that is specifically designed for non–technology experts with no programming experience. The government is now rolling it out nationally. As of mid-December, more than 10,500 people, including at least 4,000 outside of Finland’s borders, had graduated from the course. More than 250 companies have also pledged to train part or all of their workforce.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

Gust MEES's insight:

In the era of AI superpowers, Finland is no match for the US and China. So the Scandinavian country is taking a different tack. It has embarked on an ambitious challenge to teach the basics of AI to 1% of its population, or 55,000 people. Once it reaches that goal, it plans to go further, increasing the share of the population with AI know-how. The scheme is all part of a greater effort to establish Finland as a leader in applying and using the technology.

Citizens take an online course that is specifically designed for non–technology experts with no programming experience. The government is now rolling it out nationally. As of mid-December, more than 10,500 people, including at least 4,000 outside of Finland’s borders, had graduated from the course. More than 250 companies have also pledged to train part or all of their workforce.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

Mahmoud Dasser's curator insight, March 23, 2019 7:08 AM
Teaching AI to 1% of population may seem low number but that a lot of people and great start ...
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December 8, 2018 7:48 PM
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EU-Kommission will Entwicklung Künstlicher Intelligenz voranbringen | #KI #AI #ArtificialIntelligence #Europe

EU-Kommission will Entwicklung Künstlicher Intelligenz voranbringen | #KI #AI #ArtificialIntelligence #Europe | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

EU-Kommission will Entwicklung Künstlicher Intelligenz voranbringen


Die Europäische Union will viel Geld in KI investieren und hofft, damit im Rennen um die Technikführerschaft zumindest nicht ganz auf der Strecke zu bleiben.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

Gust MEES's insight:

EU-Kommission will Entwicklung Künstlicher Intelligenz voranbringen


Die Europäische Union will viel Geld in KI investieren und hofft, damit im Rennen um die Technikführerschaft zumindest nicht ganz auf der Strecke zu bleiben.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

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January 22, 2023 11:21 AM
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AI in Education: ChatGPT is just the beginning

AI in Education: ChatGPT is just the beginning | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Despite all the teething problems, the results are impressive, disturbing, and impressively disturbing. The entire academic world, from elementary schools to top universities, is in turmoil, some out of dystopian panic, others out of utopian naiveté. Both positions are highly understandable.

For all readers to whom ChatGPT does not mean anything yet, we have asked ChatGPT to introduce itself briefly:

 

 

Via Edumorfosis
Gust MEES's insight:

Despite all the teething problems, the results are impressive, disturbing, and impressively disturbing. The entire academic world, from elementary schools to top universities, is in turmoil, some out of dystopian panic, others out of utopian naiveté. Both positions are highly understandable.

For all readers to whom ChatGPT does not mean anything yet, we have asked ChatGPT to introduce itself briefly:

 

 
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January 17, 2023 4:43 PM
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ChatGPT: Mächtige Waffe in Händen von Skriptkiddies | #AI #KI

ChatGPT: Mächtige Waffe in Händen von Skriptkiddies | #AI #KI | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

ChatGPT: Mächtige Waffe in Händen von Skriptkiddies
Skriptkiddies können die ChatGPT-KI zur Erstellung von Malware nutzen. Sicherheitsforscher beobachten erste derartige Versuche im digitalen Untergrund.

 

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https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

ChatGPT: Mächtige Waffe in Händen von Skriptkiddies
Skriptkiddies können die ChatGPT-KI zur Erstellung von Malware nutzen. Sicherheitsforscher beobachten erste derartige Versuche im digitalen Untergrund.

 

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https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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January 17, 2023 8:10 AM
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ChatGPT and the future of University Assessment

ChatGPT and the future of University Assessment | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

The difference we have with ChatGPT is that it doesn’t so much present a threat to the university experience, but rather directly into the heart of the purpose of a university education – its ability to ‘teach you how to think’. There have been shadows of this in the past, for instance the hostility towards Wikipedia (Coomer 2013), the emergence of essay mills, not to mention simple, now common place tools such as spell checkers and calculators. I remember vividly a very angry professor in the early 2000s telling me that reading lists with hyperlinks would make students baby birds, with wide open mouths expecting to be spoon fed. We’ve pretty much moved through all those advancements in technology and realised their benefits, but this one, I would argue, is different. Not because it does not have its benefits, but because of the sheer volume and scale of what’s coming will be meaningfully different and ultimately challenge the foundations upon which we measure that ability to think – university assessment.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 


Via Edumorfosis
Gust MEES's insight:

The difference we have with ChatGPT is that it doesn’t so much present a threat to the university experience, but rather directly into the heart of the purpose of a university education – its ability to ‘teach you how to think’. There have been shadows of this in the past, for instance the hostility towards Wikipedia (Coomer 2013), the emergence of essay mills, not to mention simple, now common place tools such as spell checkers and calculators. I remember vividly a very angry professor in the early 2000s telling me that reading lists with hyperlinks would make students baby birds, with wide open mouths expecting to be spoon fed. We’ve pretty much moved through all those advancements in technology and realised their benefits, but this one, I would argue, is different. Not because it does not have its benefits, but because of the sheer volume and scale of what’s coming will be meaningfully different and ultimately challenge the foundations upon which we measure that ability to think – university assessment.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

EDTECH@UTRGV's curator insight, January 20, 2023 11:53 AM

Right now, people in Higher Ed are freaking out about ChatGPT. It would be interesting to see what we think of it, 1-2 years down the road. Will it still be perceived as the destroyer of higher education assessment as we know it or just another tool to add to our teaching arsenal? It wasn't all that long ago that faculty and legislators were calling for Wikipedia to be banned on university computers.

Nathalie Ferret's curator insight, January 22, 2023 10:27 AM
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January 14, 2023 4:06 PM
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With ChatGPT, Teachers Can Plan Lessons, Write Emails, and More. What's the Catch?

With ChatGPT, Teachers Can Plan Lessons, Write Emails, and More. What's the Catch? | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

The education community has been abuzz with the rise of ChatGPT, an artificial intelligence tool that can write anything with just a simple prompt. Most of the conversation has been centered on the extent to which students will use the chat bot—but ChatGPT could also fundamentally change the nature of teachers’ jobs.

So far, teachers have used—or considered using—the chat bot to plan lessons, put together rubrics, offer students feedback on assignments, respond to parent emails, and write letters of recommendation, among other tasks. While some educators worry about the implications of automating these parts of teaching, others say that the tool can save them hours of work, freeing up time for student interactions or their personal life.

 

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https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

The education community has been abuzz with the rise of ChatGPT, an artificial intelligence tool that can write anything with just a simple prompt. Most of the conversation has been centered on the extent to which students will use the chat bot—but ChatGPT could also fundamentally change the nature of teachers’ jobs.

So far, teachers have used—or considered using—the chat bot to plan lessons, put together rubrics, offer students feedback on assignments, respond to parent emails, and write letters of recommendation, among other tasks. While some educators worry about the implications of automating these parts of teaching, others say that the tool can save them hours of work, freeing up time for student interactions or their personal life.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=ChatGPT

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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January 9, 2023 6:08 PM
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Microsoft’s new AI can simulate anyone’s voice with 3 seconds of audio | #VALL_E

Microsoft’s new AI can simulate anyone’s voice with 3 seconds of audio | #VALL_E | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

On Thursday, Microsoft researchers announced a new text-to-speech AI model called VALL-E that can closely simulate a person's voice when given a three-second audio sample. Once it learns a specific voice, VALL-E can synthesize audio of that person saying anything—and do it in a way that attempts to preserve the speaker's emotional tone.

Its creators speculate that VALL-E could be used for high-quality text-to-speech applications, speech editing where a recording of a person could be edited and changed from a text transcript (making them say something they originally didn't), and audio content creation when combined with other generative AI models like GPT-3.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

 

Gust MEES's insight:

On Thursday, Microsoft researchers announced a new text-to-speech AI model called VALL-E that can closely simulate a person's voice when given a three-second audio sample. Once it learns a specific voice, VALL-E can synthesize audio of that person saying anything—and do it in a way that attempts to preserve the speaker's emotional tone.

Its creators speculate that VALL-E could be used for high-quality text-to-speech applications, speech editing where a recording of a person could be edited and changed from a text transcript (making them say something they originally didn't), and audio content creation when combined with other generative AI models like GPT-3.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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June 30, 2022 8:51 AM
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AI ethics should be hardcoded like security by design

AI ethics should be hardcoded like security by design | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

AI ethics should be hardcoded like security by design
With security by design essential to ensure IT systems are built to be robust from development, the same approach should be applied to artificial intelligence tools so these can be deployed responsibly and without bias, says Salesforce.com's AI ethics principal architect.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

AI ethics should be hardcoded like security by design
With security by design essential to ensure IT systems are built to be robust from development, the same approach should be applied to artificial intelligence tools so these can be deployed responsibly and without bias, says Salesforce.com's AI ethics principal architect.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

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April 12, 2021 8:58 AM
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Microsoft buys AI speech tech company Nuance for $19.7 billion | #Acquisitions

Microsoft buys AI speech tech company Nuance for $19.7 billion | #Acquisitions | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Microsoft is buying AI speech tech firm Nuance for $19.7 billion, bolstering the Redmond, Washington-based tech giant’s prowess in voice recognition and giving it further leverage in the health care market, where Nuance sells many products. Microsoft will pay $56 per share for Nuance, a 23 percent premium over the company’s closing price last Friday.

Nuance is best known for its Dragon software, which uses deep learning to transcribe speech and improves its accuracy over time by adapting to a user’s voice. Nuance has licensed this tech for many services and applications, including, most famously, Apple’s digital assistant Siri. (Though to what degree Siri currently relies on Dragon to answer users’ queries is unclear.) Dragon is an industry leader in terms of transcription accuracy.

The $19.7 billion acquisition of Nuance is Microsoft’s second-largest behind its purchase of LinkedIn in 2016 for $26 billion. It comes at a time when speech tech is improving rapidly, thanks to the deep learning boom in AI, and there are simultaneously more opportunities for its use.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Acquisitions

 

Gust MEES's insight:

Microsoft is buying AI speech tech firm Nuance for $19.7 billion, bolstering the Redmond, Washington-based tech giant’s prowess in voice recognition and giving it further leverage in the health care market, where Nuance sells many products. Microsoft will pay $56 per share for Nuance, a 23 percent premium over the company’s closing price last Friday.

Nuance is best known for its Dragon software, which uses deep learning to transcribe speech and improves its accuracy over time by adapting to a user’s voice. Nuance has licensed this tech for many services and applications, including, most famously, Apple’s digital assistant Siri. (Though to what degree Siri currently relies on Dragon to answer users’ queries is unclear.) Dragon is an industry leader in terms of transcription accuracy.

The $19.7 billion acquisition of Nuance is Microsoft’s second-largest behind its purchase of LinkedIn in 2016 for $26 billion. It comes at a time when speech tech is improving rapidly, thanks to the deep learning boom in AI, and there are simultaneously more opportunities for its use.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Acquisitions

 

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June 4, 2020 10:42 AM
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Jetson Nano: Der Raspberry Pi für KI-Anwendungen | #Maker #MakerED #MakerSpaces #Coding #AI #ArtificialIntelligence 

Jetson Nano: Der Raspberry Pi für KI-Anwendungen | #Maker #MakerED #MakerSpaces #Coding #AI #ArtificialIntelligence  | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Wer sich mit künstlicher Intelligenz in Form von Machine Learning oder der zurzeit fokussierten Ausprägung Deep Learning beschäftigt, stößt mit betagten Familienrechnern schnell an Grenzen. Selbst aktuelle Geräte mit acht oder mehr Kernen eignen sich nicht für die Ausführung hunderter paralleler Rechenoperationen, wie sie für künstliche neuronale Netze erforderlich sind.

 

Soll der KI-Rechner aber auch noch mobil und handlich wie ein Raspberry Pi sein - etwa, weil er autonomes Fahren eines Roboter-Autos oder die Hinderniserkennung für eine Drohne unterstützen soll -, hilft selbst der Rechner des Juniors nicht mehr weiter. Hier ist Spezial-Hardware gefragt.

Technische Daten zum Jetson Nano

Eine Möglichkeit für solche Fälle ist der Jetson Nano von Nvidia. Das Unternehmen, das für leistungsfähige Grafikkarten steht, bietet mit seinen Jetson-Systemen Nano, TX2 und Xavier KI-Systeme in verschiedenen Größenordnungen und Preisklassen an. Der Nano ist das Einsteigermodell und basiert auf Nvidias Maxwell-GPU mit 128 Nvidia-Cuda-Recheneinheiten.

 

Learn more / En savoir plus / Mehr erfahren:

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Raspberry+Pi

 

https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

 

Gust MEES's insight:

Wer sich mit künstlicher Intelligenz in Form von Machine Learning oder der zurzeit fokussierten Ausprägung Deep Learning beschäftigt, stößt mit betagten Familienrechnern schnell an Grenzen. Selbst aktuelle Geräte mit acht oder mehr Kernen eignen sich nicht für die Ausführung hunderter paralleler Rechenoperationen, wie sie für künstliche neuronale Netze erforderlich sind.

 

Soll der KI-Rechner aber auch noch mobil und handlich wie ein Raspberry Pi sein - etwa, weil er autonomes Fahren eines Roboter-Autos oder die Hinderniserkennung für eine Drohne unterstützen soll -, hilft selbst der Rechner des Juniors nicht mehr weiter. Hier ist Spezial-Hardware gefragt.

Technische Daten zum Jetson Nano

Eine Möglichkeit für solche Fälle ist der Jetson Nano von Nvidia. Das Unternehmen, das für leistungsfähige Grafikkarten steht, bietet mit seinen Jetson-Systemen Nano, TX2 und Xavier KI-Systeme in verschiedenen Größenordnungen und Preisklassen an. Der Nano ist das Einsteigermodell und basiert auf Nvidias Maxwell-GPU mit 128 Nvidia-Cuda-Recheneinheiten.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=Raspberry+Pi

 

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December 16, 2019 2:03 PM
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Intel buys Israeli AI startup Habana Labs for $2 billion | #ArtificialIntelligence #Acquisitions 

Intel buys Israeli AI startup Habana Labs for $2 billion | #ArtificialIntelligence #Acquisitions  | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

JERUSALEM (Reuters) - Intel Corp has bought Israel-based artificial intelligence (AI) firm Habana Labs for about $2 billion, the chipmaker said on Monday, seeking to expand its AI portfolio to bolster its data-center business.

 

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Gust MEES's insight:

JERUSALEM (Reuters) - Intel Corp has bought Israel-based artificial intelligence (AI) firm Habana Labs for about $2 billion, the chipmaker said on Monday, seeking to expand its AI portfolio to bolster its data-center business.

 

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Scooped by Gust MEES
June 10, 2019 8:47 AM
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Artificial Intelligence and the Privacy Challenge | #AI #Ethics 

Artificial Intelligence and the Privacy Challenge | #AI #Ethics  | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Proponents of artificial intelligence (AI) hail the advances in the ability of machines to make independent decisions based on an analysis on the environment as the next step in machine intelligence – and claim that it will revolutionize complex problem solving across a wide spectrum of human endeavor. The simplest definition of AI is that of an ‘intelligent’ machine that exhibits all the attributes of a flexible, rational agent that perceives its environment and makes decisions – and in many instances takes actions that maximize the chances of success when engaged in a particular task. If one looks at a popular definition, Artificial Intelligence machines mimic human cognitive function. They can learn and solve problems.

One of the oldest and most well accepted tests on whether a machine exhibits true AI is the Turing Test. Machine AI can pass the 65-year-old Turing Test if the computer is mistaken for a human more than 30% of the time during a series of five-minute keyboard conversations. In 2014, a computer program called Eugene Goostman, which simulates a 13-year-old Ukrainian boy, is said to have passed the Turing test at an event organized by the University of Reading.

 

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https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

Proponents of artificial intelligence (AI) hail the advances in the ability of machines to make independent decisions based on an analysis on the environment as the next step in machine intelligence – and claim that it will revolutionize complex problem solving across a wide spectrum of human endeavor. The simplest definition of AI is that of an ‘intelligent’ machine that exhibits all the attributes of a flexible, rational agent that perceives its environment and makes decisions – and in many instances takes actions that maximize the chances of success when engaged in a particular task. If one looks at a popular definition, Artificial Intelligence machines mimic human cognitive function. They can learn and solve problems.

One of the oldest and most well accepted tests on whether a machine exhibits true AI is the Turing Test. Machine AI can pass the 65-year-old Turing Test if the computer is mistaken for a human more than 30% of the time during a series of five-minute keyboard conversations. In 2014, a computer program called Eugene Goostman, which simulates a 13-year-old Ukrainian boy, is said to have passed the Turing test at an event organized by the University of Reading.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

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April 8, 2019 11:49 AM
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EU-Kommission: Ethikcheckliste für die Künstliche Intelligenz | #AI #AIEthics #Ethics

EU-Kommission: Ethikcheckliste für die Künstliche Intelligenz | #AI #AIEthics #Ethics | 21st Century Innovative Technologies and Developments as also discoveries, curiosity ( insolite)... | Scoop.it

Damit aber stellen sich auch ethische Fragen, etwa wie verhindert werden kann, dass die KI die Menschen oder einzelnen Gruppen benachteiligt – und wer für Folgen und Fehler von Entscheidung der „Maschinen“ die Verantwortung trägt. Die Internetkonzerne haben das inzwischen erkannt.

So hat das amerikanische Unternehmen Alphabet (Google) eben erst einen eigenen Ethikrat gegründet, auch wenn es ihn der nach nur einer Woche wegen andauernder Kritik an der Zusammensetzung des Gremiums Ende vergangener Woche schon wieder aufgelöst hat. Für die Europäische Kommission hätte das keine bessere Vorlage für ihre Vorschläge zu dem Thema sein können. An diesem Montag legt die Behörde in Brüssel Vorschläge dafür vor, um auf europäischer Ebene ethische Leitlinien für die Künstliche Intelligenz zu etablieren. „Die ethische Dimension der KI ist kein Luxusprodukt“, sagt der zuständige Vizepräsident der Kommission, Andrus Ansip. Ohne Vertrauen in die neue Technologie könne und werde die Gesellschaft deren Potential nicht ausnutzen.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

https://www.scoop.it/topic/21st-century-innovative-technologies-and-developments/?&tag=Ethics

 

Gust MEES's insight:

Damit aber stellen sich auch ethische Fragen, etwa wie verhindert werden kann, dass die KI die Menschen oder einzelnen Gruppen benachteiligt – und wer für Folgen und Fehler von Entscheidung der „Maschinen“ die Verantwortung trägt. Die Internetkonzerne haben das inzwischen erkannt.

So hat das amerikanische Unternehmen Alphabet (Google) eben erst einen eigenen Ethikrat gegründet, auch wenn es ihn der nach nur einer Woche wegen andauernder Kritik an der Zusammensetzung des Gremiums Ende vergangener Woche schon wieder aufgelöst hat. Für die Europäische Kommission hätte das keine bessere Vorlage für ihre Vorschläge zu dem Thema sein können. An diesem Montag legt die Behörde in Brüssel Vorschläge dafür vor, um auf europäischer Ebene ethische Leitlinien für die Künstliche Intelligenz zu etablieren. „Die ethische Dimension der KI ist kein Luxusprodukt“, sagt der zuständige Vizepräsident der Kommission, Andrus Ansip. Ohne Vertrauen in die neue Technologie könne und werde die Gesellschaft deren Potential nicht ausnutzen.

 

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Scooped by Gust MEES
December 24, 2018 5:53 AM
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The AI chip unicorn that's about to revolutionize everything has computational Graph at its Core

If luck is another word for being at the right place at the right time, you could say we got lucky. Graphcore, the hottest name in AI chips, has been on our radar for a while now, and a discussion with Graphcore's founders was planned well before news about it broke out this week.

Graphcore, as you may have heard by now, just secured another $200 million of funding from BMW, Microsoft, and leading financial investors to deliver the world's most advanced AI chip at scale. Names include the likes of Atomico, Merian Chrysalis, Investment Company Limited, Sofina, and Sequoia. As Graphcore CEO and Founder Nigel Toon shared, Graphcore had to turn down investors for this round, including, originally, the iconic Sequoia fund.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

Gust MEES's insight:

If luck is another word for being at the right place at the right time, you could say we got lucky. Graphcore, the hottest name in AI chips, has been on our radar for a while now, and a discussion with Graphcore's founders was planned well before news about it broke out this week.

Graphcore, as you may have heard by now, just secured another $200 million of funding from BMW, Microsoft, and leading financial investors to deliver the world's most advanced AI chip at scale. Names include the likes of Atomico, Merian Chrysalis, Investment Company Limited, Sofina, and Sequoia. As Graphcore CEO and Founder Nigel Toon shared, Graphcore had to turn down investors for this round, including, originally, the iconic Sequoia fund.

 

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https://www.scoop.it/t/21st-century-innovative-technologies-and-developments/?&tag=AI

 

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