Written by Patrice27 February 2025

Breakthrough reveals generalist AI systems can outperform specialists

AI Adaptive Learning and Performance: Breakthrough reveals generalist AI systems can outperform specialists by dynamically learning across domains, signaling profound risks and opportunities for organizations seeking adaptive, transformative artificial intelligence solutions.

Quick Summary

OpenAI researchers discovered that generalist AI systems can outperform specialist AI systems across various tasks by learning adaptively rather than being taught specific strategies.

Key Points

  • Generalist AIs that learn across multiple domains can beat specialist AIs trained intensively on a single task
  • Teaching AI predefined strategies might actually limit its potential to discover novel solutions
  • The new AI approach demonstrates the possibility of artificial general intelligence through self-learning

Why It Matters

This breakthrough suggests that artificial intelligence can develop more sophisticated problem-solving capabilities by being allowed to learn independently, potentially revolutionizing fields from drug discovery to personalized education by creating adaptable, learning-capable systems.

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Written by Patrice27 February 2025

OpenAI unveils a groundbreaking AI model capable of PhD-level reasoning

Quick Summary

OpenAI’s new Deep Research model is causing significant excitement in the AI industry, demonstrating breakthrough capabilities in reasoning, research, and potentially achieving artificial general intelligence (AGI).

Key Points

  • Deep Research can perform at near PhD-level across multiple domains, surpassing human experts in certain benchmarks
  • The model demonstrates recursive self-improvement and can conduct advanced research tasks across different fields
  • Sam Altman estimates it can already accomplish a single-digit percentage of economically valuable work

Why It Matters

This breakthrough represents a potential turning point in AI development, suggesting we are approaching an ‘intelligence explosion’ where AI can discover and apply new knowledge autonomously. The implications span scientific research, healthcare, and economic productivity, potentially transforming how complex tasks are performed across multiple industries.

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Written by Patrice27 February 2025

Learn how AI is set to revolutionize problem-solving through unprecedented human-machine collaboration.

Quick Summary

Sam Altman discusses OpenAI’s rapid progress in AI reasoning models, predicting superhuman coding capabilities by the end of 2025 and transformative potential across various fields.

Key Points

  • OpenAI’s reasoning models have progressed from 1 millionth to potentially top-ranked competitive programmers
  • AI will not outperform humans in raw computational skills, but will enable unprecedented collaborative capabilities
  • Future AI models will require fewer examples to learn new domains and will become increasingly adaptable
  • Education, scientific research, and technological innovation are expected to dramatically accelerate with AI

Why It Matters

The exponential growth of AI capabilities suggests a fundamental shift in how humans work, learn, and solve complex problems. Rather than replacing human intelligence, AI is likely to become a powerful collaborative tool that amplifies human potential across multiple domains, potentially increasing scientific and technological progress by orders of magnitude.

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Written by Patrice27 February 2025

Professionals must urgently reassess skill sets and adaptability to stay ahead of the impending technological transformation.

Source: Thought-provoking statement from Stability AI’s co-founder | LinkedIn

Quick Summary

AI is projected to surpass outsourced programming capabilities by 2025, potentially disrupting global workforce dynamics, especially in Business Process Outsourcing (BPO) sectors.

Key Points

  • Stability AI co-founder predicts ‘complete destruction’ of BPO market by 2025
  • Remote workers are at highest risk of AI displacement
  • In-person work may provide greater job security in the near future

Why It Matters

This prediction highlights the rapid evolution of AI technologies and their potential to fundamentally transform employment landscapes, particularly in tech and service industries. Organizations and workers must proactively adapt and develop skills that AI cannot easily replicate to remain competitive and relevant.

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Written by Patrice27 February 2025

Stability AI’s co-founder predicts AI will surpass outsourced programming capabilities by 2025, potentially disrupting global workforce dynamics.

Quick Summary

Stability AI’s co-founder predicts AI will surpass outsourced programming capabilities by 2025, potentially disrupting global workforce dynamics.

Key Points

  • AI is expected to be more effective than outsourced programmers, especially in remote work scenarios
  • Business Process Outsourcing (BPO) markets could face ‘complete destruction’ due to AI technologies
  • In-person work may provide more job security compared to remote work

Why It Matters

This prediction signals a profound transformation in global labor markets, challenging traditional outsourcing models and highlighting the urgent need for workforce adaptation. Organizations and professionals must proactively develop skills that complement AI capabilities to remain competitive in an increasingly automated work environment.

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Written by Patrice29 September 2020

Rêves lucides: Apprendre, réviser, s’entraîner tout en dormant!

Introduction aux rêves lucides

Vous êtes-vous déjà rendu compte durant votre sommeil que vous étiez en train de rêver ? Si oui, félicitation, vous avez fait un rêve lucide ! Si oui, félicitation, vous avez fait un rêve lucide !

La quasi-totalité des gens auront au moins un rêve lucide une fois dans leur vie. Seule 20% de la population en fait au moins 1 fois par mois.

Etude “Individual Differences Associated with Lucid Dreaming” de Snyder et Gackenbach

Avoir du temps pour réviser une langue, se préparer pour un examen, dépasser une peur de faire une présentation en public est un rêve pour beaucoup ! Vous pouvez vous entrainer pendant votre sommeil. Il est même possible de d’améliorer ses performances sportives.

Cette vidéo vous donne une bonne introduction à cette activité aux possibilités infinies.

Bonne découverte !

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Written by Patrice5 September 2020

Can dreams help you learn?

Introduction to lucid dreaming (in French, but you can switch on automatic subtitles on PC)

In the field of learning, methods continue to evolve. Some of them are experimental. At INGAGE we are constantly pushing the boundaries of e-learning. We look for new ways to develop ourselves, train our learners and improve user experiences.

Have you ever realised in your sleep that you were dreaming? If so, congratulations, you’ve had a lucid dream!

Almost everyone will have at least one lucid dream once in their life. Only 20% of the population does so at least once a month.

Study “Individual Differences Associated with Lucid Dreaming” by Snyder and Gackenbach

Having time to review a language, prepare for an exam, overcome a fear of making a public presentation is a dream for many!? Good news, you can train while you sleep. It is even possible to improve your sports performance.

This video (in French) gives you a good introduction to this activity with infinite possibilities.

What do you think? Have you tried lucid dreams yourself? 

Share with us any experience!

#e-learning #training #education #innovation

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Written by Patrice1 January 2019

Full focus on INSURANCE!

Belinguo becomes INGAGE!

Belinguo AG is a company incorporated in Zurich, Switzerland.

In order to reflect our exclusive focus on the insurance industry, we have decided to rename it “INGAGE” (www.ingageinsurance.net).

It stands for INsurance enGAGEment. It is a platform dedicated to training for the insurance industry (for both online and blended learning). 

“INGAGE is the Training Platform for the Insurance Industry”. We offer out-of-the-box and bespoke online training for large and small companies in the industry. This includes engaging online courses, simulations, 3D scenarios and much more to train new employees as well as experienced insurance professionals. See ingageinsurance.net.

Please note that belinguo.com redirects now to ingageinsurance.net.

 

 

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Written by Patrice11 October 2017

Our 5 secrets to learn efficiently

We love learning!

However, one of our passion during our spare time is to learn languages. Here, our colleague Marion Gioda, shares her insights taking languages as an example.

So you’ve tried your hand at language learning a couple of times, and each time you’ve come up with great reasons why you just can’t learn:

 

“It’s just not for me”

“I’m just not good at learning languages”

“Language learning is a natural talent and that I just don’t have”

 

Ultimately, you gave up.

You know at heart that if you spoke even a little bit to your business partners or clients in their own language, they would perceive you in a different way.

You also know this skill could help you differentiate yourself from your competition and win clients.

 

DID YOU KNOW?

Chinese TV channels even have programs

where they celebrate foreigners speaking Chinese

such as singing competitions and talk shows.

 

You are a busy professional and if it’s going to be torture, why even try? We get it.

But you know what? We too, are busy professionals, and our team speaks 15 different languages.

 

The secret that rules them all: applying business principles to language learning.

 

We know you are reading this and going “huh???”. Well, let us make our case.

Isn’t it safe to say that the business world has benefited from years of optimization of time and resources?

And, isn’t it also safe to say that the way we learn things – above all languages – doesn’t quite feel like we are making the best of our time and energy?

Have you ever wondered what would happen if you applied the very same principles of a well-run business to language learning?

There is a way to learn any language you want effectively and well!

We are excited to share with you our 5 secrets that translate into simple steps to learn any language you may dream of and have your clients’ jaws drop next time you meet!

Sign up here to discover our 5 secrets.

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