{"id":660,"date":"2026-03-25T16:24:08","date_gmt":"2026-03-25T15:24:08","guid":{"rendered":"https:\/\/managram.xyz\/?p=660"},"modified":"2026-05-27T17:28:07","modified_gmt":"2026-05-27T15:28:07","slug":"dans-quelle-mesure-votre-metier-va-etre-bouleverse-par-les-systemes-dintelligence-artificielle-dici-3-ans","status":"publish","type":"post","link":"https:\/\/managram.xyz\/index.php\/en\/2026\/03\/25\/dans-quelle-mesure-votre-metier-va-etre-bouleverse-par-les-systemes-dintelligence-artificielle-dici-3-ans\/","title":{"rendered":"Will your job be disrupted by “artificial intelligence” within the next three years?"},"content":{"rendered":"\n

We have been talking about intelligent artificial systems (AIs\/algorithms) since the 1940s, but today the subject is on everyone’s lips, and rightly so. My advice to all white-collar workers who think they’re immune to disruption is to read Matt Shumer’s next post<\/strong>, especially if they spend most of their time on a computer doing analysis, reporting, communications, or intervening in business processes.
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AI is not a passing buzz: its progress follows exponential<\/strong> laws, and the major economic players are betting massively on it. The changes in the professional world, already at work, will accelerate: the text announces “disorienting” years for all cognitive professions (lawyers, analysts, developers, teachers, etc.), and insists on the need to take a close interest in them now, with curiosity but also with urgency<\/strong>.<\/p>\n\n\n\n

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Click to access to the article
“Something big is happening”
from Matt Shumer, 2026<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n\n\n\n
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The post gives some recommendations for professionals: start using AI seriously<\/strong>, not just as a search engine. Subscribe to a paid version of a generative language model (GPT) \u2014 in the order of \u20ac20 per month. Act accordingly<\/strong>, because these three years could well be decisive for your career. Don’t let your ego get the better of you: explore automatic solutions that do better than you.\u00a0 Develop your ability to change and remain financially flexible. <\/strong>Get into the habit of adapting. This is perhaps the most important thing. \u00a0Get your personal finances in order so you don’t get stuck in high fixed expenses. Review what you advise your children. Think about your situation and focus on what is most difficult to replace.<\/strong> Relationships and trust built over the years: work that requires physical presence; positions involving responsibility (those where someone still has to agree, take legal responsibility, go to court, etc.) Your dreams are suddenly much more within reach.<\/strong> If you’ve always wanted to create something but didn’t have the technical skills or money to hire someone, that hurdle is largely gone.
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I would add to this very individualistic advice<\/strong> from an American entrepreneur, which ultimately contributes to making AI something that is endured and not democratically chosen, to take an interest in it in order to collectively implement the necessary safeguards <\/strong>and to develop ethical, inclusive and collectively useful uses by integrating environmental aspects.<\/strong> Moreover, biases and hallucinations of models as well as untimely updates caused by AI agents abound..<\/p>\n<\/div><\/div>\n\n\n\n

The challenge is that in a galloping innovation where a few multinationals lead the way for their interests of power or money, good reasoned use rarely imposes itself spontaneously, at least initially, and then it is often too late for phuysic or legal people who are not consenting victims.<\/strong> There is a balance to be found between precaution and innovation.<\/p>\n\n\n\n

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“Every technology has a positive side and a negative side, and the same will be true for AI.”
Esther Lynch, General Secretary of the European Trade Union Confederation<\/p>\n\n\n\n

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Some legal tools in France<\/strong> : CNIL \u2013 Data Protection Act since 1978; the GDPR from 2018 \u2013 and in particular Article 22; the Charter of Fundamental Rights of the EU \u2013 2000; the Labour Code \u2013 in particular concerning discrimination in the employment relationship (including recruitment); the European Regulation on artificial intelligence AI.<\/p>\n\n\n\n

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Some works in the humanities to consult<\/p>\n\n\n\n

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Hartmut Rosa<\/h3><\/div>

Alienation and Acceleration
Towards a Critical Theory of Late Modernity<\/p>

Access to the book in French<\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n
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\"L'esprit<\/div>

Pierre-Yves Gomez<\/h3><\/div>

The mischievous spirit of capitalism<\/p>

Access the book in French<\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n
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Gaspard Koenig<\/h3><\/div>

The End of the Individual
A philosopher’s journey to the land of artificial intelligence<\/p>

Access the book in French<\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>
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Glossary English – French<\/h3><\/div>

Algorithm – algorithme<\/strong>
Artificial intelligence (AI) \u2013 IA \u2013 algogiciel \u2013 syst\u00e8me artificiel intelligent<\/strong>
Bias : biais<\/strong>
Convolutional neural network (CNN) \u2013 r\u00e9seau de neurones convolutif<\/strong>
Deep learning (DL) \u2013 machine \u00e0 apprentissage profond<\/strong>
Foundation model \u2013 mod\u00e8le fondamental<\/strong>
Generative AI \u2013 IA g\u00e9n\u00e9rative<\/strong>
Hallucination – Hallucination<\/strong>
Large language model (LLM)  – grand mod\u00e8le de langage<\/strong>
Machine learning (ML) \u2013 machine apprenante<\/strong>
Natural language generation (NLG) \u2013 g\u00e9n\u00e9ration de langage naturel<\/strong>
Natural language processing (NLP) \u2013 traitement automatique des langues<\/strong>
Natural language understanding (NLU) – compr\u00e9hension du langage naturel<\/strong>
Neural networks \u2013 r\u00e9<\/strong>seaux de neurones artificiels<\/strong>
Parameters – param\u00e8tres<\/strong><\/p><\/div><\/div>\n\n\n

\t\t\t\n\t\t\t\t\t\t\t\t<\/path><\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/path><\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t\tDefinition of an AI system \u2013 EU for the RIA (IA act)
An artificial intelligence system is software that is developed using one or more of the following techniques:\u2022 machine learning<\/strong> approaches<\/strong><\/a>, including supervised learning<\/a>, unsupervised learning, <\/a>\u00a0and reinforcement learning<\/a>, using a wide variety of methods, including deep learning<\/a>;\u2022 Logic and knowledge-based approaches,<\/strong> including knowledge representation, inductive (logical) programming, knowledge <\/a>bases, inference<\/a> and deduction engines, (symbolic) reasoning, and expert systems<\/a>;\u2022 Statistical approaches<\/strong>, Bayesian estimation<\/a>, search and optimization methods.<\/span><\/div>


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We have been talking about intelligent artificial systems (AIs\/algorithms) since the 1940s, but today the subject is on everyone’s lips, and rightly so. My advice …<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[18,5],"tags":[],"class_list":["post-660","post","type-post","status-publish","format-standard","hentry","category-ai","category-professional-developpement"],"aioseo_notices":[],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"post-thumbnail":false,"bravada-featured":false,"bravada-featured-lp":false,"bravada-featured-half":false,"bravada-featured-third":false,"bravada-lpbox-1":false,"bravada-lpbox-2":false},"uagb_author_info":{"display_name":"Nico","author_link":"https:\/\/managram.xyz\/index.php\/author\/nicolas-nadal\/"},"uagb_comment_info":0,"uagb_excerpt":"We have been talking about intelligent artificial systems (AIs\/algorithms) since the 1940s, but today the subject is on everyone’s lips, and rightly so. My advice …","_links":{"self":[{"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/posts\/660","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/comments?post=660"}],"version-history":[{"count":70,"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/posts\/660\/revisions"}],"predecessor-version":[{"id":924,"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/posts\/660\/revisions\/924"}],"wp:attachment":[{"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/media?parent=660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/categories?post=660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/managram.xyz\/index.php\/wp-json\/wp\/v2\/tags?post=660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}