<img fetchpriority="high" decoding="async" class="lazy-load aligncenter wp-image-228699 size-large" title="Shiledstral comparatif" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/08/Shiledstral-comparatif-1024x404.jpg" alt="Shiledstral comparatif" width="1024" height="404" />
<img decoding="async" class="lazy-load aligncenter wp-image-228690 size-large" title="Cloudflare OS capture écran" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/08/Cloudflare-OS-capture-ecran-1024x636.png" alt="Cloudflare OS capture écran" width="1024" height="636" />, travaille, en existe, modèle d’implémentation
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228663 size-full" title="modèles Nova héritage" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/08/modeles-Nova-heritage.jpg" alt="modèles Nova héritage" width="635" height="662" />, focaliserait, réorganisée, fermé, playground Nova
<img loading="lazy" decoding="async" class="lazy-load aligncenter size-large wp-image-228594" title="temps de récupération des clés" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/temps-de-recuperation-des-cles-1024x289.jpg" alt="temps de récupération des clés" width="1024" height="289" />, fallu, implémentation de référence, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228593 size-full" title="durée présumée" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/duree-presumee.jpg" alt="durée présumée" width="986" height="598" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228592 size-full" title="tailles des clés et des signatures" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/tailles-des-cles-et-des-signatures.jpg" alt="tailles des clés et des signatures" width="897" height="352" />, Quelques solutions françaises pour amorcer la transition post-quantique, En froid, GPG et OpenPGP avancent séparément sur la cryptographie post-quantique, Comment Anthropic est passé de Claude Mythos à Claude Fable
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228564 size-full" title="MRTR" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/MRTR.jpg" alt="MRTR" width="704" height="564" />, désormais liés
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228548 size-large" title="architecture Kimi K3" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/architecture-Kimi-K3-1024x959.jpg" alt="architecture Kimi K3" width="1024" height="959" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter size-large wp-image-228549" title="comparaison Kimi K2 K3" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/comparaison-Kimi-K2-K3-1024x610.jpg" alt="comparaison Kimi K2 K3" width="1024" height="610" />, licence, impose, Qui est Moonshot AI, l’éditeur des modèles Kimi ?, Mistral AI change d’approche pour l’apprentissage par renforcement, AMD entre vraiment dans le jeu des racks IA exascale, L’IA agentique change les méthodes de travail : Doctolib l’expérimente auprès de ses développeurs, Cohere et Aleph Alpha : les noces de l’IA souveraine
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228507 size-full" title="AMD EPYC 9006 Venice" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/AMD-EPYC-9006-Venice.png" alt="AMD EPYC 9006 Venice" width="1000" height="562" />, GPU Instinct MI400, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter size-full wp-image-228508" title="AMD Instinct MI455X" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/AMD-Instinct-MI455X.png" alt="AMD Instinct MI455X" width="1000" height="562" />, supercalculateur Alice Recoque, Helios AI, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228509 size-full" title="AMD Helios AI" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/AMD-Helios-AI.jpg" alt="AMD Helios AI" width="1000" height="563" />, X100, P100, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228510 size-large" title="AMD Ryzen AI Embedded X100" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/AMD-Ayzen-AI-Embedded-X100-1024x1021.png" alt="AMD Ryzen AI Embedded X100" width="1024" height="1021" />, déploiement de 6 GW, Le datacenter IA, trame idéale pour le premier CPU d’Arm, Après la DRAM, le spectre d’une pénurie de CPU, Meta va-t-il devenir un néocloud ?, IaaS, inférence, bureautique… Microsoft rend son cloud un peu plus « local », D’AWS à GCP, comment l’IA de Slack est devenue multicloud
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228500 size-large" title="architecture Hyperloom" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/architecture-Hyperloom-1024x410.png" alt="architecture Hyperloom AMD" width="1024" height="410" />, TraceLens, Magpie, Intellikit, GEAK, mini-swe-agent, parle, Arbor, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228502 size-large" title="GEAK v4 workflow kernel" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/GEAK-v4-workflow-1024x512.jpg" alt="GEAK v4 workflow kernel" width="1024" height="512" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228501 size-large" title="GEAK v4 workflow e2e" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/GEAK-v4-workflow-e2e-1024x512.jpg" alt="GEAK v4 workflow e2e" width="1024" height="512" />, travaille, LLMD, un serveur d’inférence made in France qui se frotte à vLLM, PC IA : le NPU, emblème d’un marché qui se cherche encore, Jalapeño plutôt que Stargate : OpenAI a revu ses priorités, Meta mise des dizaines de milliards sur les GPU d’AMD, VM cloud : AMD reste dans le match du rapport coût-performance
<img loading="lazy" decoding="async" class="lazy-load alignleft wp-image-228465" title="Céline Castets-Renard" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Celine-Castets-Renard.jpg" alt="Céline Castets-Renard" width="150" height="150" />, reste, autre chaire, Observatoire sur l’économie des plates-formes en ligne, ⚠️<img loading="lazy" decoding="async" class="lazy-load alignleft wp-image-228466" title="Raja Chatila" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Raja-Chatila.png" alt="Raja Chatila" width="150" height="153" />, préside, comité d’éthique sur les données et les usages numériques dans l’éducation, coprésidé, ⚠️<img loading="lazy" decoding="async" class="lazy-load alignleft wp-image-228467" title="Tom David" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Tom-David.jpg" alt="Tom David" width="150" height="150" />, GPAI AI Policy Lab, Campus Cyber, groupe de travail sur la fiabilité de l’IA, forum consultatif
<img loading="lazy" decoding="async" class="lazy-load wp-image-228451 size-large" title="ExploitGym" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/ExploitGym-1024x237.jpg" alt="ExploitGym" width="1024" height="237" />, compromettre, assure, permet
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228317 size-large" title="facturation input output" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/facturation-input-output-1024x228.jpg" alt="facturation input output" width="1024" height="228" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228318 size-full" title="tarification par niveaux" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/tarification-par-niveaux.jpg" alt="tarification par niveaux" width="774" height="212" />, axes prioritaires, dernière version, L’un, L’économie du token, nouveau point focal de la FinOps Foundation, Tokenmaxxing : gaspillage ou moteur de transformation IA ?, Jensen Huang défend sa vision de la « token-économie »
<img loading="lazy" decoding="async" class="lazy-load wp-image-228272 size-large" title="résultats Llama" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/resultats-Llama-1024x177.jpg" alt="résultats Llama" width="1024" height="177" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228273 size-large" title="résultats perplexité" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/resultats-perplexite-1024x356.jpg" alt="résultats perplexité" width="1024" height="356" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228275 size-large" title="temps entraînement inférence" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/temps-entrainement-inference-1024x477.jpg" alt="temps entraînement inférence" width="1024" height="477" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228276 size-large" title="résultats GLUE" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/resultats-GLUE-1024x314.jpg" alt="résultats GLUE IBM" width="1024" height="314" />, largement adoptée
<img loading="lazy" decoding="async" class="lazy-load wp-image-228259 size-full" title="membres consortium" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/membres-consortium.jpg" alt="membres consortium Æther" width="884" height="229" />, communique, AION, engendré, est prévu, semble-t-il
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228203 size-full" title="sauvegarde OneDrive" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/sauvegarde-OneDrive.png" alt="sauvegarde OneDrive" width="593" height="393" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228202 size-large" title="sauvegarde Windows" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/sauvegarde-Windows-1024x722.png" alt="sauvegarde Windows" width="1024" height="722" />, Face au coût de la RAM, Microsoft relance des Surface 8 Go, Microsoft et le secteur public : les mille facettes d’un ancrage profond, L’UE veut soumettre AWS et Azure au DMA : l’IA a pesé dans la décision, Les Big Tech multiplient les recours contre le DMA, Edge et les mots de passe : Microsoft exclut tout bug mais corrige quand même
<img loading="lazy" decoding="async" class="lazy-load wp-image-228168 size-large" title="AMD Ryzen AI 300" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/AMD-Ryzen-AI-300-1024x576.jpg" alt="AMD Ryzen AI 300" width="1024" height="576" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228169 size-large" title="Intel Core Ultra 200V" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Intel-Core-Ultra-200V-Series-5-1024x576.jpg" alt="Intel Core Ultra 200V" width="1024" height="576" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228171 size-full" title="Qualcomm Snapdragon X2 Elite" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Qualcomm-Snapdragon-X2-Elite-1.png" alt="Qualcomm Snapdragon X2 Elite" width="790" height="450" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228172 size-full" title="Apple M5" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Apple-M5.jpg" alt="Apple M5" width="653" height="553" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228147 size-large" title="Ryzen AI Software" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Ryzen-AI-Software-1024x576.png" alt="Ryzen AI Software" width="1024" height="576" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228148 size-full" title="QAIRT" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/QAIRT.webp" alt="QAIRT" width="946" height="954" />, méthode LoRA, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228149 size-full" title="Foundry on Windows" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Foundry-on-Windows.png" alt="Foundry on Windows" width="714" height="678" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228150 size-full" title="latence calcul matriciel" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/latence-calcul-matriciel.png" alt="latence calcul matriciel" width="931" height="606" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228151 size-full" title="latence matrice-vecteur" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/latence-matrice-vecteur.png" alt="latence matrice-vecteur" width="803" height="491" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228152 size-full" title="MobileNetV2" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/MobileNetV2.png" alt="MobileNetV2" width="821" height="505" />, décompte, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228156 size-large" title="Adobe" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Adobe-1024x663.webp" alt="Adobe" width="1024" height="663" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228154 size-large" title="Moises" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Moises-1024x576.png" alt="Moises" width="1024" height="576" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228155 size-full" title="Blender" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Blender.gif" alt="Blender" width="600" height="338" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228157 size-full" title="Windows Studio Effects" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Windows-Studio-Effects.gif" alt="Windows Studio Effects" width="925" height="619" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228158 size-large" title="Acer User Sensing" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Acer-User-Sensing-1024x568.jpg" alt="Acer User Sensing" width="1024" height="568" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228159 size-full" title="Acer Creator Space" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Acer-Creator-Space.png" alt="Acer Creator Space" width="725" height="404" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228160 size-full" title="ASUS StoryCube" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/ASUS-StoryCube.gif" alt="ASUS StoryCube" width="800" height="500" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load size-large wp-image-228161" title="ASUS AI SuperBuild" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/ASUS-AI-SuperBuild-1024x532.png" alt="ASUS AI SuperBuild" width="1024" height="532" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228164 size-full" title="Dell Pro AI Studio" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Dell-Pro-AI-Studio.gif" alt="Dell Pro AI Studio" width="910" height="540" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228165 size-full" title="HP AI Companion" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/HP-AI-Companion.png" alt="HP AI Companion" width="560" height="297" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228166 size-large" title="HP IQ" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/HP-IQ-1024x669.png" alt="HP IQ" width="1024" height="669" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228167 size-large" title="Lenovo AI Now" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Lenovo-AI-Now-1024x716.jpg" alt="Lenovo AI Now" width="1024" height="716" />, intégré, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228173 size-full" title="NVIDIA RTX Spark" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/NVIDIA-RTX-Spark.jpg" alt="NVIDIA RTX Spark" width="640" height="306" />, OpenShell, NemoClaw, une GPO, promis, WebNN
<img loading="lazy" decoding="async" class="lazy-load wp-image-228101 size-thumbnail" title="Mehdi Houas" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Mehdi-Houas-150x150.jpg" alt="Mehdi Houas Numeum" width="150" height="150" />, élu, renouvelé, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228102 size-large" title="Homéric de Sarthe et France Titin-Snaider" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Homeric-de-Sarthe-et-France-Titin-Snaider-1024x470.png" alt="Homéric de Sarthe et France Titin-Snaider" width="1024" height="470" />, en février 2026, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228103 size-large" title="Anne-Gaëlle Chasles Terence Goudriaan et Bruno Vaffier" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Anne-Gaelle-Chasles-Terence-Goudriaan-et-Bruno-Vaffier-1024x448.jpg" alt="Anne-Gaëlle Chasles Térence Goudriaan et Bruno Vaffier" width="1024" height="448" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228104 size-thumbnail" title="Eric Blazy" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Eric-Blazy-150x150.jpg" alt="Éric Blazy" width="150" height="150" />, en septembre 2025, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228105 size-large" title="Jonathan Amar Hélène Bringer et Christian Cor" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Jonathan-Amar-Helene-Bringer-et-Christian-Cor-1024x348.jpg" alt="Jonathan Amar Hélène Bringer et Christian Cor" width="1024" height="348" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228106 size-large" title="Jean-Philippe Couturier Benoît Darde et Françoise Farag" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Jean-Philippe-Couturier-Benoit-Darde-et-Francoise-Farag-1024x389.jpg" alt="Jean-Philippe Couturier Benoît Darde et Françoise Farag" width="1024" height="389" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228107 size-large" title="Katya Lainé Nolwenn Le Ster et Philippe Limantour" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Katya-Laine-Nolwenn-Le-Ster-et-Philippe-Limantour-1024x367.jpg" alt="Katya Lainé Nolwenn Le Ster et Philippe Limantour" width="1024" height="367" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228108 size-large" title="Olivier Cazullo Xavier Côte de Soux Stanislas de Rémur et Thibault de Tersant" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Olivier-Cazullo-Xavier-Cote-de-Soux-Stanislas-de-Remur-et-Thibault-de-Tersant-1024x261.jpg" alt="Olivier Cazullo Xavier Côte de Soux Stanislas de Rémur et Thibault de Tersant" width="1024" height="261" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228109 size-full" title="Anne-Sophie Bouy Frédéric Dufaux et Virginie Fauvel" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Anne-Sophie-Bouy-Frederic-Dufaux-et-Virginie-Fauvel.jpeg" alt="Anne-Sophie Bouy Frédéric Dufaux et Virginie Fauvel" width="931" height="400" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228110 size-full" title="Véronique Hangard et Frédéric Sebag" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Veronique-Hangard-et-Frederic-Sebag.jpeg" alt="Véronique Hangard et Frédéric Sebag Numeum" width="768" height="400" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-228111 size-full" title="Galliane Touze et Grégory Wintrebert" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/07/Galliane-Touze-et-Gregory-Wintrebert.jpeg" alt="Galliane Touze et Grégory Wintrebert Numeum" width="624" height="400" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228067 size-large" title="architecture détaillée Slack AI SageMaker" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/architecture-detaillee-Slack-AI-SageMaker-1024x635.png" alt="architecture détaillée Slack AI SageMaker" width="1024" height="635" />, réservation de capacité à la demande, privilégier, débit provisionné, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228069 size-full" title="résumé conversation" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/resume-conversation.gif" alt="résumé conversation" width="800" height="380" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-228068 size-large" title="récapitulatif" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/recapitulatif-1024x486.gif" alt="récapitulatif" width="1024" height="486" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227993 size-full" title="MicroVM Lambda Claude Managed Agents" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/MicroVM-Lambda-Claude-Managed-Agents.jpg" alt="MicroVM Lambda Claude Managed Agents" width="998" height="494" />, fonctions durables
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227944 size-large" title="architecture écriture Neon" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/architecture-ecriture-Neon-1024x493.png" alt="architecture écriture Neon" width="1024" height="493" />, Bases de données coud : l’abondance de l’offre devient un défi, IBM secoue l’édifice Db2 pour y intégrer l’IA agentique, Face aux bases de données vectorielles, pgvector atteint-il ses limites ?, Injection de prompt et injection SQL : même concept ?
<img fetchpriority="high" decoding="async" class="lazy-load aligncenter size-full wp-image-227485" title="Microsoft plate-forme agentique" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/Microsoft-plate-forme-agentique.png" alt="Microsoft plate-forme agentique" width="950" height="379" />, app GitHub Copilot, revendique, donne, Web IQ, Frontier Tuning, nouveautés, Image Edit, Duo AI, passer, intégration, en preview, MXC, OpenShell, OpenClaw
<img decoding="async" class="lazy-load aligncenter wp-image-227444 size-full" title="RTX Spark" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/RTX-Spark.jpg" alt="RTX Spark" width="953" height="286" />, donne, ⚠️<img decoding="async" class="lazy-load aligncenter wp-image-227442 size-full" title="MSI RTX Spark" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/MSI-RTX-Spark.jpg" alt="MSI RTX Spark" width="684" height="394" />, Surface Laptop Ultra, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227443 size-large" title="Microsoft Surface Laptop Ultra" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/06/Microsoft-Surface-Laptop-Ultra-1024x545.jpg" alt="Microsoft Surface Laptop Ultra" width="1024" height="545" />, dévoilé, dit, insiste, ne parle plus, porté
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227334 size-large" title="pôle accessibilité numérique Caisse des dépôts" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/pole-accessibilite-numerique-Caisse-des-depots-1024x458.png" alt="pôle accessibilité numérique Caisse des dépôts" width="1024" height="458" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-227335 size-full" title="ENEDIS accessibilité numérique" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/ENEDIS.png" alt="ENEDIS accessibilité numérique" width="1001" height="632" />, Comment Leboncoin aborde l’accessibilité numérique à l’échelle, Data.gouv.fr : de l’UI à la recherche, un défi d’accessibilité des données publiques, Ce que change la directive européenne sur l’accessibilité des produits et services
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227327 size-full" title="résultats mi-avril" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/resultats-mi-avril.jpg" alt="résultats mi-avril" width="673" height="228" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227328 size-full" title="benchmark TabH2O" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/benchmark-TabH2O.jpg" alt="benchmark TabH2O" width="538" height="328" />
<img loading="lazy" decoding="async" class="lazy-load wp-image-227304 size-full" title="modèle première instance" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/modele-premiere-instance.png" alt="modèle première instance" width="714" height="194" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-227303 size-full" title="modèle instance supplémentaire" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/modele-instance-supplementaire.png" alt="modèle instance supplémentaire" width="817" height="160" />, VMware exclut l’UE de la marché forcée vers VCF, De VMware à Hyper-V : Microsoft tend une perche de plus, AWS rejoint Azure et Google Cloud sur la virtualisation imbriquée, La Cnam fait plier VMware avec un référé
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227314 size-large" title="AI mode Deep Search" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/AI-mode-Deep-Search-1024x572.jpg" alt="AI mode Deep Search" width="1024" height="572" />, vit arriver, comme l’Inde, débuté en août, à partir d’octobre, fait son entrée, visualisations interactives, aperçus audio, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227313 size-large" title="AI mode dataviz" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/AI-mode-dataviz-1024x688.jpg" alt="AI mode dataviz" width="1024" height="688" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227246 size-full" title="aperçus audio" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/apercus-audio.jpg" alt="aperçus audio" width="1002" height="632" />, Web Guide, devenu exploitable, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227247 size-large" title="Web Guide" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/Web-Guide-1024x640.jpg" alt="Web Guide" width="1024" height="640" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227315 size-full" title="Personal Intelligence" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/Personal-Intelligence.jpg" alt="Personal Intelligence" width="520" height="452" />, extension, introduit, intégrant, devenu, devinrent, améliorés, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227316 size-full" title="aperçus mode IA" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/apercus-mode-IA.jpg" alt="aperçus mode IA" width="397" height="531" />, intervint, commencé, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227252 size-full" title="nouveaux angles" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/nouveaux-angles.webp" alt="nouveaux angles" width="1000" height="781" />, donner un aperçu, Antigravity
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227206 size-full" title="dashboard Joule" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/dashboard-Joule.png" alt="dashboard Joule" width="894" height="661" />, ses notes, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227214 size-large" title="Joule SuccessFactors" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/Joule-SuccessFactors-1024x691.jpg" alt="Joule SuccessFactors" width="1024" height="691" />
<a href="https://chromium.googlesource.com/chromium/src/+/refs/heads/main/docs/security/faq.md#Passwords-Local-Data:~:text=No.%20If%20an%20attacker%20has%20control%20of%20your%20login%20on%20your%20device%2C%20they%20can%20get%20to%20your%20passwords%20by%20inspecting%20Chrome%20disk%20files%20or%20memory" target="_blank" rel="noopener">a la même approche, ne font pas partie, changer
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227150 size-full" title="niveaux de hiérarchie" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/niveaux-de-hierarchie.png" alt="niveaux de hiérarchie" width="940" height="658" />, s’agit
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227131 size-large" title="GoogleBooks tiroir d\'applications" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/2-tiroir-dapplications-1024x575.jpg" alt="GoogleBooks tiroir d\'applications" width="1024" height="575" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227133 size-large" title="Menu d\'accès rapide" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/3-Menu-dacces-rapide-1024x576.jpg" alt="Menu d\'accès rapide" width="1024" height="576" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227132 size-large" title="Link to iOS" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/8-Link-to-iOS-1024x578.jpg" alt="Link to iOS" width="1024" height="578" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227083 size-full" title="Application Experience Predictor" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/Application-Experience-Predictor.png" alt="Application Experience Predictor" width="939" height="536" />, en bêta, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227084 size-large" title="Aruba Central Mist organisation" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/Aruba-Central-Mist-organisation-1024x476.png" alt="Aruba Central Mist organisation" width="1024" height="476" />, annoncé
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-227063 size-full" title="architecture agentique Db2" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/05/architecture-agentique-Db2.png" alt="architecture agentique Db2" width="1431" height="929" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226997 size-full" title="Google capex" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Google-capex.jpg" alt="Google capex" width="889" height="501" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226995 size-full" title="Amazon free cash flow TTM" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Amazon-free-cash-flow-TTM.jpg" alt="Amazon free cash flow TTM" width="914" height="507" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226996 size-full" title="Meta capex" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Meta-capex.jpg" alt="Meta capex" width="802" height="387" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226983 size-full" title="Temporal orchestration" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Temporal-orchestration.png" alt="Temporal orchestration" width="765" height="379" />, ce moteur d’orchestration, en aperçu public, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226984 size-full" title="Workflows architecture" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Workflows-architecture.png" alt="Workflows architecture" width="820" height="660" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226985 size-full" title="workflow Le Chat" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/workflow-Le-Chat.png" alt="workflow Le Chat" width="956" height="368" />, prévoit
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226909 size-full" title="prix DeepSeek-V4" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/prix-DeepSeek-V4.png" alt="prix DeepSeek-V4" width="1280" height="303" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226911 size-full" title="architecture CSA" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/architecture-CSA.jpg" alt="architecture CSA DeepSeek" width="1147" height="579" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226912 size-full" title="architecture HCA" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/architecture-HCA.jpg" alt="architecture HCA DeepSeek" width="712" height="437" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226913 size-full" title="parallélisation experts" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/parallelisation-experts.jpg" alt="parallélisation experts" width="1160" height="459" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226914 size-full" title="architecture DeepSeek-V4" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/architecture-DeepSeek-V4.jpg" alt="architecture DeepSeek-V4" width="701" height="775" />
<img loading="lazy" decoding="async" class="lazy-load wp-image-226892 size-full" title="architecture envisagée avec OVH" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/architecture-envisagee-avec-OVH-scaled.jpg" alt="architecture envisagée avec OVH" width="2560" height="1195" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226864 size-full" title="serveur de référence Arm" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/serveur-de-reference-Arm.jpg" alt="serveur de référence Arm" width="1216" height="878" />, pas jugé idéal, en attendant, ⚠️<img loading="lazy" decoding="async" class="lazy-load alignleft wp-image-226865" title="rack AGI GPU" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/rack-AGI-GPU.jpg" alt="rack AGI GPU" width="198" height="491" />, compte, accélérateurs MTIA, travaillé, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226866 size-full" title="AGI CPU" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/AGI-CPU.jpg" alt="AGI CPU" width="1920" height="1398" />, se donne, assure, avance, annonce
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226830 size-full" title="OpenAI Frontier" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/OpenAI-Frontier.webp" alt="OpenAI Frontier" width="1080" height="486" />, communiqué, publié, annoncé, lancement
<img loading="lazy" decoding="async" class="lazy-load wp-image-226809" title="John Termus" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/John-Termus.png" alt="John Termus" width="249" height="171" />, prendra, remplacé, démission de Steve Jobs, remplace, s’excuse, congédier, Mais aussi, repris, lance, apprendrait, touch disease, lance, en pâtit, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226804 size-full" title="clavier papillon" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/clavier-papillon.jpg" alt="clavier papillon" width="707" height="428" />, menace d’une class action, programme, lance, Sujette, pas fait l’unanimité, réintroduisant, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226805 size-full" title="MacBook Pro Touch Bar" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/MacBook-Pro-Touch-Bar.jpg" alt="MacBook Pro Touch Bar" width="816" height="766" />, annonce, changeait, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226806 size-full" title="Mac Pro 2013" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Mac-Pro-2013.jpg" alt="Mac Pro 2013" width="700" height="565" />, admet, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226807 size-full" title="Mac Pro 3e génération" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Mac-Pro-3e-generation.webp" alt="Mac Pro 3e génération" width="573" height="673" />, posé, largement réduit, mise à niveau, mis en pause, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226808 size-full" title="Apple Vision Pro" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Apple-Vision-Pro.jpg" alt="Apple Vision Pro" width="962" height="562" />, annoncée, pas systématiquement, annoncer, impose, valu, supprimer des applications préchargées, communiquées, AirDrop-AirPlay, recours
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226673 size-full" title="politique AWS" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/politique-AWS.jpg" alt="politique AWS" width="1722" height="1164" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226648 size-full" title="évolution marché PC Gartner" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/evolution-marche-PC-Gartner-scaled.png" alt="évolution marché PC Gartner" width="2560" height="1197" />, communiqué, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226647 size-full" title="évolution marché PC IDC" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/evolution-marche-PC-IDC.png" alt="évolution marché PC IDC" width="2509" height="1162" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226635 size-full" title="Decathlon Image Metadata Generation" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Decathlon-Image-Metadata-Generation.png" alt="Decathlon Image Metadata Generation" width="1730" height="890" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226614 size-full" title="plateforme v1" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/plateforme-v1.jpg" alt="plateforme v1" width="2078" height="1140" />, Strands Agents, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226616" title="Fabien Roussel La Centrale" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Fabien-Roussel-La-Centrale.jpg" alt="Fabien Roussel La Centrale" width="150" height="150" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226611 size-full" title="Agents as tools" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/Agents-as-tools.png" alt="Agents as tools" width="2386" height="988" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226613 size-full" title="MCP gateway" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/MCP-gateway.png" alt="transformation éditoriale" width="2365" height="785" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226612 size-full" title="gateway" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/gateway.png" alt="gateway" width="1935" height="1376" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226593 size-full" title="styles implémentation MDM" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/styles-implementation-MDM-scaled.png" alt="styles implémentation MDM" width="2560" height="1396" />, relancer, classé ces derniers temps
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226527 size-full" title="hack Europa.eu" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/04/hack-Europa.jpg" alt="hack Europa.eu" width="1080" height="1108" />, apporter, Trivy, permis, analyse, faille dans Ivanti EPMM, bulletins d’alerte, fait fermer, intégré
<img loading="lazy" decoding="async" class="lazy-load alignleft wp-image-226477 size-full" title="VirtualBrowser INCYBER" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/VirtualBrowser.png" alt="VirtualBrowser INCYBER" width="227" height="177" />, s’en vanter, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226476 size-full" title="Label4 AI" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Label4-AI.png" alt="Label4 AI" width="564" height="89" />, exprimé, ⚠️<img loading="lazy" decoding="async" class="lazy-load alignleft size-full wp-image-226478" title="Avanoo INCYBER" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Avanoo.png" alt="Avanoo INCYBER" width="179" height="140" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load alignleft size-full wp-image-226479" title="Qevlar AI" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Qevlar-AI.png" alt="Qevlar AI" width="225" height="225" />, glissé
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226471 size-full" title="Borlänge" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Borlange.jpg" alt="Borlänge Mistral AI" width="545" height="378" />, officialisé, le dernier
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226462 size-full" title="Istio endpoint picker" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Istio-endpoint-picker.jpg" alt="Istio endpoint picker" width="1119" height="540" />, passée en bêta, mode ambient, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226463 size-full" title="Istio baggage headers" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Istio-baggage-headers.png" alt="Istio baggage headers" width="1650" height="808" />, introduit à l’automne 2025, fait donc partie, va de même, Et avec, passé en v1, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226465 size-full" title="Dapr Agents" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Dapr-Agents.png" alt="Dapr Agents IA" width="574" height="240" />, Kyverno, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226466 size-full" title="Kyverno" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Kyverno.png" alt="Kyverno" width="833" height="265" />, radar trimestriel
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226453 size-full" title="évolution des demandes" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/evolution-de-lactivite-scaled.jpg" alt="évolution des demandes" width="2560" height="1180" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226454 size-full" title="demandes entreprises" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/demandes-entreprises-scaled.jpg" alt="demandes entreprises" width="2560" height="1396" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226456 size-full" title="collectivités administrations" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/collectivites-administrations-scaled.jpg" alt="collectivités administrations Cybermalveillance.gouv.fr" width="2560" height="1304" />, fameux « passage à l’échelle »
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226438 size-full" title="marché Nuage public" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/marche-Nuage-public-scaled.jpg" alt="marché Nuage public" width="2560" height="1339" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226437 size-full" title="commande AIFE" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/commande-AIFE-scaled.jpg" alt="commande AIFE" width="2560" height="1217" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter size-full wp-image-226436" title="commandes par catégories de fournisseurs" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/commandes-par-categories-de-fournisseurs-scaled.jpg" alt="commandes par catégories de fournisseurs" width="2560" height="1308" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226425 size-full" title="Dragon 3B Base alpha" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Dragon-3B-Base-alpha.png" alt="Dragon 3B Base alpha" width="2032" height="1974" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226413 size-full" title="dépôts Cursor" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/depots-Cursor.png" alt="dépôts Cursor" width="1579" height="623" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226414 size-full" title="impacts Cursor" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/impacts-Cursor.png" alt="impacts Cursor" width="1635" height="535" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226397 size-full" title="GDT développeur augmenté" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/GDT-developpeur-augmente.png" alt="GDT développeur augmenté" width="970" height="463" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226392 size-full" title="GDT vibe coding" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/GDT-vibe-coding.png" alt="GDT vibe coding" width="925" height="416" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226396 size-full" title="GDT modernisation des applications" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/GDT-modernisation-des-applications.png" alt="GDT modernisation des applications" width="871" height="399" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226395 size-full" title="GDT design des applications" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/GDT-design-des-applications.png" alt="GDT design des applications" width="885" height="417" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226394 size-full" title="GDT automatisation des tests" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/GDT-automatisation-des-tests.png" alt="GDT automatisation des tests" width="876" height="404" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226393 size-full" title="GDT optimisation du support" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/GDT-optimisation-du-support.png" alt="GDT optimisation du support" width="751" height="413" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226357 size-full" title="Project SnowWork" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Project-SnowWork.jpg" alt="Project SnowWork" width="1198" height="700" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226323 size-full" title="montant redevance copie privée Italie" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/montant-redevance-Italie.jpeg" alt="montant redevance copie privée Italie" width="1037" height="228" />, arrêt, synthèse, version complète, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226324 size-full" title="prix copie privée" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/prix-copie-privee.jpeg" alt="prix copie privée" width="691" height="771" />, considérant 35, données de Statista, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter size-full wp-image-226326" title="Statista marché musique enregistrée USA" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Statista-marche-musique-enregistree-USA.jpeg" alt="Statista marché musique enregistrée USA" width="1146" height="856" />, rapport, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226325 size-full" title="copie privée Finlande" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/copie-privee-Finlande.jpeg" alt="copie privée Finlande" width="1403" height="772" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226313 size-full" title="IA Salesforce Suites" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/IA-Salesforce-Suites.png" alt="IA Salesforce Suites" width="602" height="301" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226314 size-full" title="chat Agentforce" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/chat-Agentforce.png" alt="chat Agentforce" width="802" height="464" />, ROI de l’IA générative : la tentation du prisme court-termiste, Salesforce éteint Quip : la suite sur Slack et Agentforce, Du GPT interne à Copilot, une bascule pas si radicale pour Société Générale, Les dépendances numériques de l’UE chiffrées, GenAI comprise
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226286 size-full" title="NVIDIA AI-Q" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/NVIDIA-AI-Q.jpg" alt="NVIDIA AI-Q" width="1920" height="1080" />, compte, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226283 size-full" title="Box NVIDIA" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Box-NVIDIA.png" alt="Box NVIDIA" width="960" height="540" />, travaille, Synopsys, Cadence, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226288 size-full" title="Cadence Super Agent" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Cadence-Super-Agent.jpg" alt="Cadence Super Agent" width="1252" height="612" />, veut, promet, pousse, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226285 size-full" title="Cisco OpenShell" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Cisco-OpenShell.jpeg" alt="Cisco OpenShell" width="720" height="405" />, parle, mentionne, alimente, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226284 size-full" title="NVIDIA ServiceNow" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/NVIDIA-ServiceNow.png" alt="NVIDIA ServiceNow" width="1588" height="882" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226235 size-full" title="figure 23 navigateur par défaut" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/figure-23-navigateur-par-defaut.png" alt="figure 23 navigateur par défaut" width="1144" height="652" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226236 size-full" title="figure 26 PDF Windows 10" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/figure-26-PDF-Windows-10.png" alt="figure 26 PDF Windows 10" width="1138" height="649" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226237 size-full" title="figure 48 zone de recherche" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/figure-48-zone-de-recherche.png" alt="figure 48 zone de recherche" width="1147" height="646" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226238 size-full" title="figure 49 providers" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/figure-49-providers.png" alt="figure 49 providers" width="1150" height="724" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226239 size-full" title="figure 50 gestion des fournisseurs" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/figure-50-gestion-des-fournisseurs.png" alt="figure 50 gestion des fournisseurs" width="1139" height="652" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226240 size-full" title="figure 51 résultats" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/figure-51-resultats.png" alt="figure 51 résultats" width="1129" height="642" />
<img loading="lazy" decoding="async" class="lazy-load wp-image-226217 size-full" title="MTIA 300" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/MTIA-300.png" alt="MTIA 300" width="720" height="900" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226218 size-full" title="MTIA 500" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/MTIA-500.png" alt="MTIA 500" width="720" height="900" />, insistait, y eut, estimations, estimations
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226113 size-full" title="intérêt dans le monde" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/interet-dans-le-monde.png" alt="intérêt dans le monde shadow AI" width="1602" height="367" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226114 size-full" title="intérêt sur 1 an" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/interet-sur-1-an.png" alt="intérêt sur 1 an shadow AI" width="1601" height="376" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226141" title="Guillaume Durand" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Guillaume-Durand.jpg" alt="Guillaume Durand" width="151" height="138" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226142" title="Mick Levy" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Mick-Levy.jpg" alt="Mick Levy" width="150" height="150" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226144 size-thumbnail" title="Henri d\'Agrain" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Henri-dAgrain-150x150.jpg" alt="Henri d\'Agrain" width="150" height="150" />, pointé, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226146 size-thumbnail" title="Stéphane Roder" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/Stephane-Roder-150x150.jpg" alt="Stéphane Roder" width="150" height="150" />, invite, donné naissance
<img loading="lazy" decoding="async" class="lazy-load wp-image-226123 size-full" title="forêt agents" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/foret-agents.jpg" alt="forêt agents" width="955" height="666" />, autre article, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226126 size-full" title="architectures agents" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/architectures-agents.jpg" alt="architectures agents" width="1837" height="319" />, Finance Agent, BrowseComp-Plus, Plancraft, WorkBench, ⚠️<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226124 size-full" title="métriques coordination" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/metriques-coordination.jpg" alt="métriques coordination" width="1686" height="546" />, ⚠️<img loading="lazy" decoding="async" class="lazy-load wp-image-226125 size-full" title="résultats" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/resultats.jpg" alt="résultats" width="1319" height="964" />
<img loading="lazy" decoding="async" class="lazy-load aligncenter wp-image-226089 size-full" title="femmes numérique" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="https://www.silicon.fr/wp-content/uploads/2026/03/femmes-numerique.png" alt="femmes numérique" width="1016" height="257" />, exprimé