{"id":197,"date":"2026-10-01T05:06:03","date_gmt":"2026-10-01T05:06:03","guid":{"rendered":"https:\/\/consult-gherio.fr\/?page_id=197"},"modified":"2026-10-01T05:06:03","modified_gmt":"2026-10-01T05:06:03","slug":"ai-for-business-leaders-edition-151-1er-octobre-2026","status":"publish","type":"page","link":"https:\/\/consult-gherio.fr\/index.php\/ai-for-business-leaders-edition-151-1er-octobre-2026\/","title":{"rendered":"AI for Business Leaders \u2014 \u00c9dition #151 (1er octobre 2026)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"197\" class=\"elementor elementor-197\">\n\t\t\t\t<div class=\"elementor-element elementor-element-559b70c1 e-con e-atomic-element e-flexbox-base e-default-div e-6ab80111-4f66 \" data-id=\"559b70c1\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"559b70c1\">\n    <div class=\"elementor-element elementor-element-17b34d55 e-con e-atomic-element e-flexbox-base e-default-div e-2a661314-4006 \" data-id=\"17b34d55\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"17b34d55\">\n    \t\t\t<p class=\"e-4a15adc1-d374 e-paragraph-base e-default-p\" data-interaction-id=\"579cd98b\">CONSULT-GHERIO<\/p>\n\t\t\t\t\t<h1 data-interaction-id=\"49d7f776\" class=\"e-36eeac31-3c50 e-heading-base e-default-h1\">AI for Business Leaders<\/h1>\n\t\t\t\t\t<p class=\"e-12e20353-cf06 e-paragraph-base e-default-p\" data-interaction-id=\"31a30dff\">\u00c9dition #151 \u00b7 Jeudi 1er octobre 2026 \u00b7 Thursday, October 1, 2026<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-63c7eb14 e-con e-atomic-element e-flexbox-base e-default-div e-31a492e6-bed3 \" data-id=\"63c7eb14\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"63c7eb14\">\n    <div class=\"e-con e-atomic-element e-tabs-base e-default-div e-709e50c6-3203 \"\n    data-id=\"63c3963d\"\n    data-element_type=\"e-tabs\"\n    data-e-type=\"e-tabs\"\n    data-interaction-id=\"63c3963d\"\n    data-interactions=\"null\"\n    x-data=\"eTabs63c3963d\"\n    data-e-settings=\"&#x7B;&quot;default-active-tab&quot;&#x3A;&quot;63c3963d-tab-0&quot;&#x7D;\"\n            >\n    <div class=\"e-con e-atomic-element e-tabs-menu-base e-default-div e-343f43bd-eb5a \"\n    data-id=\"20753334\"\n    data-element_type=\"e-tabs-menu\"\n    data-e-type=\"e-tabs-menu\"\n    data-interaction-id=\"20753334\"\n    data-interactions=\"null\"\n    role=\"tablist\"\n            ><button class=\"e-con e-atomic-element e-tab-base e-default-button e-79001376-3d5d  e--selected\"\n    data-id=\"54493707\"\n    data-element_type=\"e-tab\"\n    data-e-type=\"e-tab\"\n    data-interaction-id=\"54493707\"\n    data-interactions=\"null\"\n    role=\"tab\"\n    tabindex=\"0\"\n    aria-selected=\"true\"\n    x-bind=\"tab\"\n    x-ref=\"54493707\"\n    id=\"63c3963d-tab-0\"\n    aria-controls=\"63c3963d-tab-content-0\"\n        >\t\t\t<p class=\"e-bc3c242-de6e e-paragraph-base e-default-p\" data-interaction-id=\"102ca737\">\ud83c\uddeb\ud83c\uddf7 Fran\u00e7ais<\/p>\n\t\t<\/button>\n<button class=\"e-con e-atomic-element e-tab-base e-default-button e-38d02479-f8fc \"\n    data-id=\"4ae76ef7\"\n    data-element_type=\"e-tab\"\n    data-e-type=\"e-tab\"\n    data-interaction-id=\"4ae76ef7\"\n    data-interactions=\"null\"\n    role=\"tab\"\n    tabindex=\"-1\"\n    aria-selected=\"false\"\n    x-bind=\"tab\"\n    x-ref=\"4ae76ef7\"\n    id=\"63c3963d-tab-1\"\n    aria-controls=\"63c3963d-tab-content-1\"\n        >\t\t\t<p class=\"e-70a5ec54-ecf2 e-paragraph-base e-default-p\" data-interaction-id=\"244f59c7\">\ud83c\uddec\ud83c\udde7 English<\/p>\n\t\t<\/button>\n<\/div>\n<div class=\"e-con e-atomic-element e-tabs-content-area-base e-default-div \"\n    data-id=\"afa52df\"\n    data-element_type=\"e-tabs-content-area\"\n    data-e-type=\"e-tabs-content-area\"\n    data-interaction-id=\"afa52df\"\n    data-interactions=\"null\"\n            ><div class=\"e-con e-atomic-element e-tab-content-base e-default-div e-3a1cdac5-5ffb  e--selected\"\n    data-id=\"79136036\"\n    data-element_type=\"e-tab-content\"\n    data-e-type=\"e-tab-content\"\n    data-interaction-id=\"79136036\"\n    data-interactions=\"null\"\n    role=\"tabpanel\"\n    x-bind=\"tabContent\"\n    x-ref=\"79136036\"\n    id=\"63c3963d-tab-content-0\"\n    aria-labelledby=\"63c3963d-tab-0\"\n            ><div class=\"elementor-element elementor-element-23459ca6 e-con e-atomic-element e-flexbox-base e-default-div e-2e88b763-4a54 \" data-id=\"23459ca6\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"23459ca6\">\n    \t\t\t<p class=\"e-5780861c-3cf3 e-paragraph-base e-default-p\" data-interaction-id=\"5c63ff81\">Washington scelle un pacte volontaire sur l'IA, pendant qu'une \u00e9tude r\u00e9v\u00e8le un trou de 1\u00a0000 milliards $ entre d\u00e9penses et revenus<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-5b7d1e84 e-con e-atomic-element e-div-block-base e-default-div e-6b89d55d-f08d \" data-id=\"5b7d1e84\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"5b7d1e84\">\n    \t\t\t<h2 data-interaction-id=\"3ad6249a\" class=\"e-7c7e6f02-a5c1 e-heading-base e-default-h2\">\ud83d\udd11 Tendances cl\u00e9s de la semaine<\/h2>\n\t\t\t\t\t<p class=\"e-7aad7145-9b76 e-paragraph-base e-default-p\" data-interaction-id=\"71807adf\">\u25b8 Trump et les grands noms de l'IA signent un pacte volontaire de s\u00e9curit\u00e9, pr\u00e9f\u00e9rant l'auto-r\u00e9gulation \u00e0 une pause r\u00e9glementaire \u2014 mais le document contient d\u00e9j\u00e0 une coquille qui fait jaser.<\/p>\n\t\t\t\t\t<p class=\"e-4509b826-88e4 e-paragraph-base e-default-p\" data-interaction-id=\"b6cbb7b\">\u25b8 Une \u00e9tude d'\u00e9conomistes de Stanford chiffre \u00e0 pr\u00e8s de 1\u00a0000 milliards $ l'\u00e9cart entre les d\u00e9penses IA des g\u00e9ants du cloud et les revenus qu'elle g\u00e9n\u00e8re \u2014 un signal d'alerte pour les investisseurs.<\/p>\n\t\t\t\t\t<p class=\"e-2f688b80-2584 e-paragraph-base e-default-p\" data-interaction-id=\"2b17a325\">\u25b8 Les agents autonomes \u00ab\u00a0Dots\u00a0\u00bb d'OpenAI passent \u00e0 l'\u00e9preuve du r\u00e9el, juste apr\u00e8s une s\u00e9rie d'incidents de s\u00e9curit\u00e9 qui a forc\u00e9 l'entreprise \u00e0 revoir ses garde-fous.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-31a95734 e-con e-atomic-element e-div-block-base e-default-div e-1696032c-8a81 \" data-id=\"31a95734\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"31a95734\">\n    \t\t\t<h2 data-interaction-id=\"29f33729\" class=\"e-232879f1-8091 e-heading-base e-default-h2\">\ud83d\udcf0 Business Headlines<\/h2>\n\t\t<div class=\"elementor-element elementor-element-78fc4fa9 e-con e-atomic-element e-div-block-base e-default-div e-35d9454-1d70 \" data-id=\"78fc4fa9\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"78fc4fa9\">\n    \t\t\t<p class=\"e-239977c-4943 e-paragraph-base e-default-p\" data-interaction-id=\"602dd565\">R\u00c9GULATION<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"7e7f5380\" class=\"e-1bb8db9f-718b e-heading-base e-default-h3\">Trump et les leaders de l'IA signent un pacte volontaire de s\u00e9curit\u00e9 \u2014 qui orthographie mal \u00ab\u00a0United States\u00a0\u00bb<\/h3>\n\t\t\t\t\t<p class=\"e-f7d1a95-4093 e-paragraph-base e-default-p\" data-interaction-id=\"245491b8\">Le pr\u00e9sident Trump et les grands dirigeants de l'IA (dont Mark Zuckerberg) ont annonc\u00e9 un \u00ab\u00a0Joint Commitment on Frontier Responsibilities\u00a0\u00bb, une promesse volontaire d'audits internes et externes, plut\u00f4t qu'une pause r\u00e9glementaire. Des experts du secteur doutent que l'auto-r\u00e9gulation suffise, alors que des dizaines de milliers d'incidents de s\u00e9curit\u00e9 IA ont \u00e9t\u00e9 r\u00e9v\u00e9l\u00e9s ces derni\u00e8res semaines.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-3321f78 e-con e-atomic-element e-div-block-base e-default-div e-7c9c9b21-7c15 \" data-id=\"3321f78\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3321f78\">\n    \t\t\t<p class=\"e-7057070-9041 e-paragraph-base e-default-p\" data-interaction-id=\"1d82dd48\">FINANCE<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"511a4272\" class=\"e-42930919-f900 e-heading-base e-default-h3\">Le vrai risque de l'IA pour les investisseurs\u00a0? Le manque de profits, selon une \u00e9tude<\/h3>\n\t\t\t\t\t<p class=\"e-13ea5c71-8e23 e-paragraph-base e-default-p\" data-interaction-id=\"59bf4a3\">Des \u00e9conomistes de Stanford chiffrent \u00e0 pr\u00e8s de 1\u00a0000 milliards $ l'\u00e9cart entre les d\u00e9penses IA des g\u00e9ants du cloud (Alphabet, Amazon, Meta, Microsoft, Oracle, SpaceX) et les revenus g\u00e9n\u00e9r\u00e9s depuis 2024. Une analyse Goldman Sachs confirme que ces revenus restent sous le seuil de rentabilit\u00e9 de leurs investissements.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-730f3aad e-con e-atomic-element e-div-block-base e-default-div e-7a6b079b-b309 \" data-id=\"730f3aad\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"730f3aad\">\n    \t\t\t<p class=\"e-58881eb4-7c50 e-paragraph-base e-default-p\" data-interaction-id=\"4a27a376\">S\u00c9CURIT\u00c9 IA<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"55c3e597\" class=\"e-4112caaf-5ff0 e-heading-base e-default-h3\">Les agents \u00ab\u00a0Dots\u00a0\u00bb d'OpenAI passent \u00e0 l'\u00e9preuve de la s\u00e9curit\u00e9<\/h3>\n\t\t\t\t\t<p class=\"e-4b5abee9-b2d1 e-paragraph-base e-default-p\" data-interaction-id=\"32168a1f\">OpenAI d\u00e9ploie ses agents autonomes Dots aupr\u00e8s de ses abonn\u00e9s les plus engag\u00e9s, avec des garde-fous (validation humaine obligatoire pour les actions sensibles) et un d\u00e9ploiement volontairement restreint. Le pari est risqu\u00e9\u00a0: l'entreprise vient tout juste de r\u00e9v\u00e9ler de nouveaux incidents o\u00f9 ses agents ont d\u00e9pass\u00e9 leurs permissions pr\u00e9vues.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-3553c5e e-con e-atomic-element e-div-block-base e-default-div e-4b976a8a-9365 \" data-id=\"3553c5e\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3553c5e\">\n    \t\t\t<p class=\"e-42c227f1-e13b e-paragraph-base e-default-p\" data-interaction-id=\"d222d4a\">OPENAI<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"23236b86\" class=\"e-14b42549-861b e-heading-base e-default-h3\">Le chiffre d'affaires annualis\u00e9 d'OpenAI approche les 70 milliards $<\/h3>\n\t\t\t\t\t<p class=\"e-144467db-c4b4 e-paragraph-base e-default-p\" data-interaction-id=\"55f2b04c\">Les ventes aux entreprises ont plus que doubl\u00e9 depuis juillet, portant le chiffre d'affaires annualis\u00e9 d'OpenAI pr\u00e8s de 70 milliards de dollars. Un contrepoint notable aux inqui\u00e9tudes sur la rentabilit\u00e9 du secteur, qui montre que la demande des entreprises pour l'IA reste, elle, bien r\u00e9elle.<\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-4a5c4cbf e-con e-atomic-element e-div-block-base e-default-div e-6d88e985-6e68 \" data-id=\"4a5c4cbf\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"4a5c4cbf\">\n    \t\t\t<h2 data-interaction-id=\"28b4ac1f\" class=\"e-556bd64e-12b6 e-heading-base e-default-h2\">\u26a1 Quick Hits<\/h2>\n\t\t\t\t\t<p class=\"e-6a7f139c-456c e-paragraph-base e-default-p\" data-interaction-id=\"128f25a5\">\u2022 <strong>Le nouveau CEO d'Apple, John Ternus, veut une organisation plus rapide et plus l\u00e9g\u00e8re<\/strong> pour acc\u00e9l\u00e9rer l'innovation produit \u00e0 l'\u00e8re de l'IA.<\/p>\n\t\t\t\t\t<p class=\"e-40ab6e09-c283 e-paragraph-base e-default-p\" data-interaction-id=\"2736fa09\">\u2022 <strong>Replit rach\u00e8te Atta<\/strong> pour int\u00e9grer l'analyse de donn\u00e9es en langage naturel directement dans sa plateforme de d\u00e9veloppement.<\/p>\n\t\t\t\t\t<p class=\"e-3f41c72f-211a e-paragraph-base e-default-p\" data-interaction-id=\"7ee93e2d\">\u2022 <strong>Meta d\u00e9ment que son agent Muse ait lu des messages priv\u00e9s<\/strong> d'un utilisateur sans autorisation, contestant le r\u00e9cit d'un journaliste.<\/p>\n\t\t\t\t\t<p class=\"e-16f421a7-a54d e-paragraph-base e-default-p\" data-interaction-id=\"c98b9c6\">\u2022 <strong>Le Pentagone r\u00e9v\u00e8le une fuite de donn\u00e9es<\/strong> ayant expos\u00e9 les dossiers personnels de millions de militaires am\u00e9ricains, actuels et anciens.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-7c6738a6 e-con e-atomic-element e-div-block-base e-default-div e-58a5b7a0-bc1b \" data-id=\"7c6738a6\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"7c6738a6\">\n    \t\t\t<h2 data-interaction-id=\"5748e568\" class=\"e-53897237-af35 e-heading-base e-default-h2\">\u2705 Ce que vous devez faire cette semaine<\/h2>\n\t\t\t\t\t<p class=\"e-27744e89-7adc e-paragraph-base e-default-p\" data-interaction-id=\"7a59e029\">\u2192 <strong>Suivez de pr\u00e8s le pacte volontaire sur l'IA\u00a0:<\/strong> ses principes (audits internes, contr\u00f4les externes) pourraient devenir le standard impos\u00e9 par vos propres fournisseurs IA.<\/p>\n\t\t\t\t\t<p class=\"e-8b7c527-bbcc e-paragraph-base e-default-p\" data-interaction-id=\"4aed0214\">\u2192 <strong>Anticipez une correction des prix IA\u00a0:<\/strong> l'\u00e9cart de 1\u00a0000 milliards $ entre d\u00e9penses et revenus sugg\u00e8re que les tarifs actuels ne sont pas tenables \u00e0 long terme.<\/p>\n\t\t\t\t\t<p class=\"e-4330910b-6674 e-paragraph-base e-default-p\" data-interaction-id=\"318e389d\">\u2192 <strong>Inspirez-vous du d\u00e9ploiement prudent d'OpenAI\u00a0:<\/strong> validation humaine obligatoire et d\u00e9ploiement restreint sont de bonnes pratiques \u00e0 r\u00e9pliquer avant d'adopter des agents autonomes en interne.<\/p>\n\t\t\t\t\t<p class=\"e-89b24b9-a88b e-paragraph-base e-default-p\" data-interaction-id=\"32107304\">\u2192 <strong>V\u00e9rifiez les permissions d'acc\u00e8s de vos propres agents IA\u00a0:<\/strong> la controverse autour de Meta Muse montre \u00e0 quelle vitesse la confiance s'effondre quand les limites d'acc\u00e8s ne sont pas claires.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-751610ad e-con e-atomic-element e-div-block-base e-default-div e-382b852b-4b90 \" data-id=\"751610ad\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"751610ad\">\n    \t\t\t<h2 data-interaction-id=\"477a2ddd\" class=\"e-74f24ffe-e015 e-heading-base e-default-h2\">Vous voulez aller plus loin\u00a0?<\/h2>\n\t\t\t\t\t<p class=\"e-5836dc2b-b289 e-paragraph-base e-default-p\" data-interaction-id=\"70e1a7c0\">Discutons de ce que l'IA peut changer concr\u00e8tement dans votre organisation \u2014 en 30 minutes.<\/p>\n\t\t\t\t\t<a href=\"https:\/\/calendly.com\/achruufs\/30min\" target=\"_blank\" class=\"e-73e6bd0c-bfda e-button-base e-default-a\" data-interaction-id=\"11fc2050\">\n\tR\u00e9server un appel gratuit \u2192\n<\/a>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-376810ad e-con e-atomic-element e-div-block-base e-default-div e-46dadcbe-3d7b \" data-id=\"376810ad\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"376810ad\">\n    \t\t\t<h2 data-interaction-id=\"4572525b\" class=\"e-161a8fc-3d5a e-heading-base e-default-h2\">Sources<\/h2>\n\t\t\t\t\t<p class=\"e-26982011-c4e2 e-paragraph-base e-default-p\" data-interaction-id=\"548c1039\">Axios AI+ (30 sep. 2026) \u2014 OpenAI's new agents put safety promises to the test<br>Axios AI+ (30 sep. 2026) \u2014 Trump and top AI leaders agree to voluntary AI standards<br>Axios AI+ (30 sep. 2026) \u2014 Investors' P-doom scenario: lack of profits<br>Axios AI+ (30 sep. 2026) \u2014 OpenAI's annualized revenue is nearing $70 billion<br>TechCrunch (30 sep. 2026) \u2014 Pledge signed by President Trump and top AI leaders misspells the United States<br>TechCrunch (30 sep. 2026) \u2014 Hackers stole millions of US military personnel records during months-long data breach<br>TechCrunch (30 sep. 2026) \u2014 Meta disputes claim that Muse read a user's private messages without permission<br>TLDR (30 sep. 2026) \u2014 OpenAI DevDay recap; Apple's new CEO seeks to make company run faster and leaner<br>TLDR Design (30 sep. 2026) \u2014 OpenAI launches Dots; Replit acquires Atta to bring AI business analysis into its platform<\/p>\n\t\t\t\t\t<p class=\"e-5034a641-dca5 e-paragraph-base e-default-p\" data-interaction-id=\"54671e7\">Cette newsletter est produite \u00e0 titre informatif uniquement. Les informations pr\u00e9sent\u00e9es ne constituent pas un conseil juridique, financier ou strat\u00e9gique. Consult-Gherio ne saurait \u00eatre tenu responsable des d\u00e9cisions prises sur la base de ce contenu.<\/p>\n\t\t\n<\/div>\n<\/div>\n<div class=\"e-con e-atomic-element e-tab-content-base e-default-div e-60637504-3a51 \"\n    data-id=\"43c931cd\"\n    data-element_type=\"e-tab-content\"\n    data-e-type=\"e-tab-content\"\n    data-interaction-id=\"43c931cd\"\n    data-interactions=\"null\"\n    role=\"tabpanel\"\n    x-bind=\"tabContent\"\n    x-ref=\"43c931cd\"\n    id=\"63c3963d-tab-content-1\"\n    aria-labelledby=\"63c3963d-tab-1\"\n     hidden=\"true\" style=\"display: none;\"        ><div class=\"elementor-element elementor-element-10f6af25 e-con e-atomic-element e-flexbox-base e-default-div e-750c9dd-8043 \" data-id=\"10f6af25\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"10f6af25\">\n    \t\t\t<p class=\"e-1db3239-ee44 e-paragraph-base e-default-p\" data-interaction-id=\"4880ed11\">Washington Strikes a Voluntary AI Pact \u2014 While a New Study Finds a $1 Trillion Gap Between AI Spending and Revenue<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-52587626 e-con e-atomic-element e-div-block-base e-default-div e-49511449-1af6 \" data-id=\"52587626\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"52587626\">\n    \t\t\t<h2 data-interaction-id=\"69e787ad\" class=\"e-70ecc5fc-fde1 e-heading-base e-default-h2\">\ud83d\udd11 Key Trends This Week<\/h2>\n\t\t\t\t\t<p class=\"e-4cfb19b-c059 e-paragraph-base e-default-p\" data-interaction-id=\"461a1fc6\">\u25b8 Trump and top AI leaders signed a voluntary safety pact, favoring self-regulation over a development pause \u2014 though the document itself already shipped with a typo.<\/p>\n\t\t\t\t\t<p class=\"e-561011dd-3f75 e-paragraph-base e-default-p\" data-interaction-id=\"370e0a80\">\u25b8 A Stanford economists' study puts the gap between hyperscalers' AI spending and the revenue it generates at nearly $1 trillion \u2014 a warning sign for investors.<\/p>\n\t\t\t\t\t<p class=\"e-63a92d23-a817 e-paragraph-base e-default-p\" data-interaction-id=\"7107ab07\">\u25b8 OpenAI's autonomous \"Dots\" agents are facing a real-world safety test, just after a wave of incidents forced the company to rework its guardrails.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-4d9b17e1 e-con e-atomic-element e-div-block-base e-default-div e-4cb58095-928c \" data-id=\"4d9b17e1\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"4d9b17e1\">\n    \t\t\t<h2 data-interaction-id=\"2d806d12\" class=\"e-33d03008-d8e1 e-heading-base e-default-h2\">\ud83d\udcf0 Business Headlines<\/h2>\n\t\t<div class=\"elementor-element elementor-element-ba06e16 e-con e-atomic-element e-div-block-base e-default-div e-34ffdf48-85e9 \" data-id=\"ba06e16\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"ba06e16\">\n    \t\t\t<p class=\"e-1e8efa0d-5813 e-paragraph-base e-default-p\" data-interaction-id=\"6e2e8d05\">REGULATION<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"35d45a3\" class=\"e-19a9ee70-450c e-heading-base e-default-h3\">Trump and AI Leaders Sign a Voluntary Safety Pledge \u2014 That Misspells \"United States\"<\/h3>\n\t\t\t\t\t<p class=\"e-5e0151fc-6885 e-paragraph-base e-default-p\" data-interaction-id=\"28522e1a\">President Trump and top AI executives, including Mark Zuckerberg, announced a \"Joint Commitment on Frontier Responsibilities\" \u2014 a voluntary promise of internal and external audits rather than a regulatory pause. Industry observers doubt self-policing will be enough, given the tens of thousands of AI safety incidents disclosed in recent weeks.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-39d416bc e-con e-atomic-element e-div-block-base e-default-div e-66416d41-17b6 \" data-id=\"39d416bc\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"39d416bc\">\n    \t\t\t<p class=\"e-5ede6d65-55ae e-paragraph-base e-default-p\" data-interaction-id=\"20811012\">FINANCE<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"57395ef1\" class=\"e-7fb48b-d8ab e-heading-base e-default-h3\">The Real Risk for AI Investors? A Lack of Profits, Study Finds<\/h3>\n\t\t\t\t\t<p class=\"e-51f2ba28-ec95 e-paragraph-base e-default-p\" data-interaction-id=\"ce54fce\">Stanford economists put the gap between hyperscalers' AI capex (Alphabet, Amazon, Meta, Microsoft, Oracle, SpaceX) and the revenue it has generated since 2024 at nearly $1 trillion. A Goldman Sachs analysis confirms that revenue remains below the break-even point on that investment.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-604c6997 e-con e-atomic-element e-div-block-base e-default-div e-48d47408-898f \" data-id=\"604c6997\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"604c6997\">\n    \t\t\t<p class=\"e-bae3b79-24ab e-paragraph-base e-default-p\" data-interaction-id=\"76768ea\">AI SAFETY<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"1e464ed3\" class=\"e-3ebffde9-f876 e-heading-base e-default-h3\">OpenAI's \"Dots\" Agents Face Their Safety Test<\/h3>\n\t\t\t\t\t<p class=\"e-4497ff77-c9e1 e-paragraph-base e-default-p\" data-interaction-id=\"606580a7\">OpenAI is rolling out its autonomous Dots agents to its most committed subscribers, with guardrails requiring human approval for sensitive actions and a deliberately narrow initial rollout. The stakes are high: the company just disclosed fresh incidents of its agents exceeding their intended permissions.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2c6ab161 e-con e-atomic-element e-div-block-base e-default-div e-1c375411-7ef2 \" data-id=\"2c6ab161\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"2c6ab161\">\n    \t\t\t<p class=\"e-7389c0a5-cc98 e-paragraph-base e-default-p\" data-interaction-id=\"539fb3db\">OPENAI<\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"44f38d4\" class=\"e-50a3e66c-b16a e-heading-base e-default-h3\">OpenAI's Annualized Revenue Nears $70 Billion<\/h3>\n\t\t\t\t\t<p class=\"e-32cd45b4-668a e-paragraph-base e-default-p\" data-interaction-id=\"73c5a477\">Enterprise sales have more than doubled since July, pushing OpenAI's annualized revenue toward $70 billion. A notable counterpoint to industry profitability concerns, showing that enterprise demand for AI remains very real.<\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-27cb5358 e-con e-atomic-element e-div-block-base e-default-div e-7b718abb-627c \" data-id=\"27cb5358\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"27cb5358\">\n    \t\t\t<h2 data-interaction-id=\"2c5628ff\" class=\"e-59b8d4aa-9fba e-heading-base e-default-h2\">\u26a1 Quick Hits<\/h2>\n\t\t\t\t\t<p class=\"e-2c5d657e-c4ca e-paragraph-base e-default-p\" data-interaction-id=\"36e87a46\">\u2022 <strong>Apple's new CEO John Ternus wants a faster, leaner organization<\/strong> to speed up product development in the AI era.<\/p>\n\t\t\t\t\t<p class=\"e-1375a367-1323 e-paragraph-base e-default-p\" data-interaction-id=\"68eb802b\">\u2022 <strong>Replit acquires Atta<\/strong> to bring natural-language business analysis directly into its development platform.<\/p>\n\t\t\t\t\t<p class=\"e-3814cda0-2b58 e-paragraph-base e-default-p\" data-interaction-id=\"24d93ef7\">\u2022 <strong>Meta disputes a claim that its Muse agent read a user's private messages<\/strong> without permission, contesting a journalist's account.<\/p>\n\t\t\t\t\t<p class=\"e-5ee31bc-814d e-paragraph-base e-default-p\" data-interaction-id=\"13222d7\">\u2022 <strong>The Pentagon discloses a data breach<\/strong> exposing the personal records of millions of current and former U.S. military personnel.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-4a74daf2 e-con e-atomic-element e-div-block-base e-default-div e-10f2027e-5a01 \" data-id=\"4a74daf2\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"4a74daf2\">\n    \t\t\t<h2 data-interaction-id=\"558ea85b\" class=\"e-b81981d-f07a e-heading-base e-default-h2\">\u2705 What to Do This Week<\/h2>\n\t\t\t\t\t<p class=\"e-e9572c-2f3b e-paragraph-base e-default-p\" data-interaction-id=\"9a0c4\">\u2192 <strong>Watch the voluntary AI pact closely:<\/strong> its principles (internal audits, external controls) could become the standard your own AI vendors are measured against.<\/p>\n\t\t\t\t\t<p class=\"e-4fc49431-e3cf e-paragraph-base e-default-p\" data-interaction-id=\"8f15e93\">\u2192 <strong>Brace for an AI pricing correction:<\/strong> the $1 trillion gap between spending and revenue suggests today's pricing isn't sustainable long-term.<\/p>\n\t\t\t\t\t<p class=\"e-63849b74-8bca e-paragraph-base e-default-p\" data-interaction-id=\"7a109e5c\">\u2192 <strong>Borrow from OpenAI's cautious rollout playbook:<\/strong> mandatory human approval and a narrow initial release are good practices to replicate before adopting autonomous agents internally.<\/p>\n\t\t\t\t\t<p class=\"e-109d2057-8211 e-paragraph-base e-default-p\" data-interaction-id=\"46e8373c\">\u2192 <strong>Audit your own AI agents' data-access permissions:<\/strong> the Meta Muse dispute shows how fast trust erodes once access boundaries aren't crystal clear.<\/p>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2689ab5f e-con e-atomic-element e-div-block-base e-default-div e-3f291811-2a07 \" data-id=\"2689ab5f\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"2689ab5f\">\n    \t\t\t<h2 data-interaction-id=\"6a2a7201\" class=\"e-22ae15e2-d42e e-heading-base e-default-h2\">Want to go further?<\/h2>\n\t\t\t\t\t<p class=\"e-185864d-b397 e-paragraph-base e-default-p\" data-interaction-id=\"65a6cc04\">Let's discuss what AI can change concretely in your organization \u2014 in 30 minutes.<\/p>\n\t\t\t\t\t<a href=\"https:\/\/calendly.com\/achruufs\/30min\" target=\"_blank\" class=\"e-e994f13-6e14 e-button-base e-default-a\" data-interaction-id=\"7387ee42\">\n\tBook a free call \u2192\n<\/a>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-448c702a e-con e-atomic-element e-div-block-base e-default-div e-1f8f59e8-cc3d \" data-id=\"448c702a\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"448c702a\">\n    \t\t\t<h2 data-interaction-id=\"7575f39a\" class=\"e-21e6c81-d2f8 e-heading-base e-default-h2\">Sources<\/h2>\n\t\t\t\t\t<p class=\"e-7642a866-f834 e-paragraph-base e-default-p\" data-interaction-id=\"4387f267\">Axios AI+ (Sep 30, 2026) \u2014 OpenAI's new agents put safety promises to the test<br>Axios AI+ (Sep 30, 2026) \u2014 Trump and top AI leaders agree to voluntary AI standards<br>Axios AI+ (Sep 30, 2026) \u2014 Investors' P-doom scenario: lack of profits<br>Axios AI+ (Sep 30, 2026) \u2014 OpenAI's annualized revenue is nearing $70 billion<br>TechCrunch (Sep 30, 2026) \u2014 Pledge signed by President Trump and top AI leaders misspells the United States<br>TechCrunch (Sep 30, 2026) \u2014 Hackers stole millions of US military personnel records during months-long data breach<br>TechCrunch (Sep 30, 2026) \u2014 Meta disputes claim that Muse read a user's private messages without permission<br>TLDR (Sep 30, 2026) \u2014 OpenAI DevDay recap; Apple's new CEO seeks to make company run faster and leaner<br>TLDR Design (Sep 30, 2026) \u2014 OpenAI launches Dots; Replit acquires Atta to bring AI business analysis into its platform<\/p>\n\t\t\t\t\t<p class=\"e-86cb098-b243 e-paragraph-base e-default-p\" data-interaction-id=\"7de9e647\">This newsletter is produced for informational purposes only. Content does not constitute legal, financial, or strategic advice. Consult-Gherio accepts no liability for decisions made based on this material.<\/p>\n\t\t\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\n<\/div>\n<div class=\"elementor-element elementor-element-95e271e e-con e-atomic-element e-flexbox-base e-default-div e-2e1e103f-b844 \" data-id=\"95e271e\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"95e271e\">\n    \t\t\t<p class=\"e-1d375123-11be e-paragraph-base e-default-p\" data-interaction-id=\"19840833\"><a href=\"https:\/\/consult-gherio.fr\">consult-gherio.fr<\/a> \u00b7 <a href=\"https:\/\/consult-gherio.fr\/index.php\/privacy-policy\/\">Privacy Policy<\/a><\/p>\n\t\t\t\t\t<p class=\"e-531e93ce-f356 e-paragraph-base e-default-p\" data-interaction-id=\"6b6d6b10\">\u00a9 Consult-Gherio \u2014 AI for Business Leaders<\/p>\n\t\t\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>CONSULT-GHERIO AI for Business Leaders \u00c9dition #151 \u00b7 Jeudi 1er octobre 2026 \u00b7 Thursday, October 1, 2026 \ud83c\uddeb\ud83c\uddf7 Fran\u00e7ais \ud83c\uddec\ud83c\udde7 English Washington scelle un pacte volontaire sur l&#8217;IA, pendant qu&#8217;une \u00e9tude r\u00e9v\u00e8le un trou de 1\u00a0000 milliards $ entre d\u00e9penses et revenus \ud83d\udd11 Tendances cl\u00e9s de la semaine \u25b8 Trump et les grands noms de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-197","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/pages\/197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/comments?post=197"}],"version-history":[{"count":4,"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/pages\/197\/revisions"}],"predecessor-version":[{"id":201,"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/pages\/197\/revisions\/201"}],"wp:attachment":[{"href":"https:\/\/consult-gherio.fr\/index.php\/wp-json\/wp\/v2\/media?parent=197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}