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HKB Tech®

@HKB_Tech

HKB Tech® an AI powerhouse with patented tech & global partners. Pioneering Agentic #AI/#ML & proprietary IP across SmartCities, ClimateTech, SportsTech BioTech

Riyadh, Saudi Arabia Katılım Haziran 2022
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Dr. Khulood Almani | د.خلود المانع
🌙 بمناسبة #عيد_الفطر_المبارك أرفع أسمى آيات التهاني والتبريكات، باسمي وباسم @HKB_Tech، إلى مقام مولاي خادم الحرمين الشريفين وسمو سيدي ولي العهد وإلى الشعب السعودي الكريم وكافة المسلمين. تقبل الله من الجميع الصيام وصالح الأعمال، وحفظ وطننا وأدام عليه الأمن والسلام🤲 #كل_عام_وأنتم_بخير On the occasion of🌙 #Eid_AlFitr I extend my highest congratulations, in my name and on behalf of @HKB_Tech to the leadership of Saudi Arabia, its people and the Muslim world May Allah accept from us and from you all good deeds 🤲 May Allah protect our nation and bless it with lasting security, stability and peace #عيد_مبارك #EidMubarak @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🤖 𝗔𝗿𝗲 𝘆𝗼𝘂 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗮𝗴𝗲𝗻𝘁𝘀 𝗼𝗿 𝗮𝗿𝗲 𝘆𝗼𝘂 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝘁𝗵𝗲 𝘀𝘁𝗮𝗰𝗸❓ Most teams focus on models. 🎯 The real advantage is architecture⤵️ 🏗 1️⃣ 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹𝘀 & 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 ↳ Intelligence capacity layer ↳ Compute defines ceiling ✔ LLMs ✔ Vector databases ✔ GPU and TPU compute ✔ Data pipelines ⚙️ 2️⃣ 𝗔𝗴𝗲𝗻𝘁 𝗥𝘂𝗻𝘁𝗶𝗺𝗲 & 𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻 ↳ Where autonomy actually runs ↳ Control replaces chaos ✔ Docker ✔ Kubernetes ✔ Secure sandboxes ✔ Workflow engines 🔗 3️⃣ 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹𝘀 & 𝗜𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗶𝗹𝗶𝘁𝘆 ↳ Agents must speak system ↳ Not just natural language ✔ MCP ✔ AGP ✔ Function calling ✔ Tool standards 🧩 4️⃣ 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 ↳ Multi step reasoning ↳ Coordinated intelligence ✔ LangGraph ✔ CrewAI ✔ Memory routing ✔ Tool chaining 🛠 5️⃣ 𝗧𝗼𝗼𝗹𝗶𝗻𝗴 & 𝗘𝗻𝗿𝗶𝗰𝗵𝗺𝗲𝗻𝘁 ↳ Context is leverage ↳ Data is power ✔ RAG systems ✔ Vector stores ✔ APIs ✔ External memory 🚀 6️⃣ 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 ↳ Where business value appears ↳ From copilots to autonomous teams ✔ AI operators ✔ Domain agents ✔ Operations assistants 🛡 7️⃣ 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆 & 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 ↳ If you cannot monitor it ↳ You cannot scale it ✔ Guardrails ✔ Reliability layers ✔ LLM observability ✔ Enterprise control 💡 Most conversations today are about AI features. ➡️ The future belongs to those who design AI architecture. 𝗖𝗢𝗠𝗠𝗘𝗡𝗧 👇 Which layer is your organization investing in for 2026❓ by/ Rajesh T R #AgenticAI #AIArchitecture #EnterpriseAI #AILeadership #الذكاء_الاصطناعي #الذكاء_الوكيل #حوكمة_الذكاء_الاصطناعي @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
Dr. Khulood Almani | د.خلود المانع tweet media
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Dr. Khulood Almani | د.خلود المانع
⚠️🤖 𝟵𝟱% 𝗼𝗳 #𝗔𝗜 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗙𝗮𝗶𝗹 🤖 ٩٥٪ من مشاريع #الذكاء_الاصطناعي تفشل After 3️⃣ years of pilots, PoCs & AI transformation decks ⤵️ 🎯 𝗟𝗲𝘁’𝘀 𝗯𝗲 𝗿𝗲𝗮𝗹 It’s not that the models don’t work ➡︎ It’s that the operating model doesn’t. Here’s where most organizations break ⤵️ 🏢 1️⃣ 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝗧𝗵𝗲𝗮𝘁𝗿𝗲 PowerPoints are everywhere. Production systems are not. ✔ Real deployment matters more than strategy decks. ✔ Shipping systems matters more than presenting slides. ✔ Execution in production is what creates value. ⚙️ 2️⃣ 𝗢𝘂𝘁𝘀𝗼𝘂𝗿𝗰𝗲𝗱 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 Consultants can design the roadmap. They don’t build your long-term advantage. ✔ Internal capability matters more than external advisory. ✔ Sustainable AI power is built in-house, not rented. ✔ Ownership creates resilience. 🧠 3️⃣ 𝗔𝗜 𝗟𝗶𝘁𝗲𝗿𝗮𝗰𝘆 𝗚𝗮𝗽 Many leaders approve AI budgets without understanding AI outputs. ✔ Prompting is easy. ✔ Judging reliability is not. ✔ Strategic judgment is becoming the real differentiator. 🔐 4️⃣ 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗥𝗲𝗮𝗹𝗶𝘁𝘆 AI is not an app you install. It is an operating layer you design around. ✔ Secure integration is complex. ✔ Scalable compute is strategic. ✔ Architecture determines long-term advantage. 💡 𝗠𝘆 𝗧𝗮𝗸𝗲: 2026 will separate 𝗔𝗜 𝗲𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗲𝗿𝘀 from 𝗔𝗜 𝗼𝗽𝗲𝗿𝗮𝘁𝗼𝗿𝘀. The winners won’t be louder. They’ll be structurally smarter. Agree or disagree? 🚀🧠 #AILeadership #AITransformation #AgenticAI #التحول_الرقمي #قيادة #تقنية @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🌙 في أول أيام شهر رمضان المبارك…أسأل الله أن يعيده علينا وعليكم بالصحة والعافية، وأن يتقبّل طاعتكم وصالح أعمالكم. وكل عام وأنتم بخير✨ 🌸 Ramadan Mubarak 🌙 May this blessed month bring peace, health and acceptance of good deeds✨ #رمضان_مبارك #رمضان_كريم #RamadanMubarak #RamadanKareem @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
💵🤖𝗪𝗵𝘆 𝗗𝗼 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗦𝗽𝗲𝗻𝗱 𝗠𝗶𝗹𝗹𝗶𝗼𝗻𝘀 𝗢𝗻 #𝗔𝗜… 𝗔𝗻𝗱 𝗚𝗲𝘁 𝗡𝗼 𝗥𝗲𝘁𝘂𝗿𝗻?🤔 لماذا تنفق الشركات ملايين الدولارات على #الذكاء_الاصطناعي دون عائد؟ 🎯 I’ve seen it happen ➡️ A company burns six figures on an AI “side project.” Brilliant demo. Zero distribution. No workflow changed. 🚀 From Demos ➡︎➤ Ownership ➡︎➤ Workflow Redesign ➡︎➤ Governance ➡︎➤ ROI Accountability 💡We are moving from experimenting with AI tools to operationalizing AI as infrastructure ⤵️ ➊ ⚡ 𝗦𝗽𝗲𝗲𝗱 𝗕𝗲𝗳𝗼𝗿𝗲 𝗣𝗲𝗿𝗳𝗲𝗰𝘁𝗶𝗼𝗻 ▪ Waiting ➜ missed opportunity ▪ Rapid iteration ➜ compounded advantage ▪ Continuous deployment ➜ market leadership ➋ 🧭 𝗢𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽 𝗗𝗿𝗶𝘃𝗲𝘀 𝗦𝗰𝗮𝗹𝗲 ▪ No P&L owner ➜ no accountability ▪ IT-only AI ➜ pilot purgatory ▪ Business ownership ➜ measurable impact ➌ 📊 𝗥𝗢𝗜 𝗢𝘃𝗲𝗿 𝗩𝗮𝗻𝗶𝘁𝘆 ▪ “Time saved” ➜ surface metric ▪ Value created ➜ economic return ▪ Workflow KPIs ➜ board-level visibility ➍ 🔁 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 > 𝗧𝗮𝘀𝗸𝘀 ▪ Task automation ➜ incremental ▪ Workflow redesign ➜ exponential ▪ Structural change ➜ durable ROI ➎ 🛡 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 𝗕𝘆 𝗗𝗲𝘀𝗶𝗴𝗻 ▪ Weak data ➜ weak AI ▪ Governance delayed ➜ amplified risk ▪ Governance-first ➜ scalable systems ➏ 👥 𝗧𝗮𝗹𝗲𝗻𝘁 𝗠𝗮𝘁𝘂𝗿𝗶𝘁𝘆 ▪ One AI hire ➜ limited leverage ▪ AI-literate teams ➜ strategic advantage ▪ Upskilling culture ➜ long-term capability ➐ 💰 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗠𝗶𝗻𝗱𝘀𝗲𝘁 ▪ One-off funding ➜ stalled pilots ▪ Operational budget ➜ embedded AI ▪ AI as utility ➜ sustainable transformation ➑ ⚖️ 𝗥𝗶𝘀𝗸 𝗥𝗲𝗳𝗿𝗮𝗺𝗲𝗱 ▪ Blocking AI ➜ growing irrelevance ▪ Safe sandboxes ➜ controlled innovation ▪ The real risk ➜ moving too slow ➒ 🌍 𝗖𝘂𝗹𝘁𝘂𝗿𝗲 𝗗𝗲𝗰𝗶𝗱𝗲𝘀 𝗦𝗰𝗮𝗹𝗲 ▪ Fear ➜ resistance ▪ Curiosity ➜ adoption ▪ Leadership narrative ➜ momentum 🎯AI doesn’t fail because of the model, it fails because it never becomes the default path of work. If your AI initiative doesn’t have: ▪ P&L ownership ▪ Workflow KPIs ▪ Executive accountability It’s not transformation. It’s a demo. by/ Carolyn Healey @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
Dr. Khulood Almani | د.خلود المانع tweet media
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Dr. Khulood Almani | د.خلود المانع
🏛️ 🤩👏 Architecture just became immersive 🌊 OLED staircases turning every step into a living scene 💡Watch this… the future of interior design in motion 👌 ✨ 👏🤩 شاهدوا كيف أصبحت العمارة تجربة غامرة 🌊 سلالم بتقنية الصمامات العضوية الباعثة للضوء تحوّل كل خطوة إلى مشهد حي💡مستقبل التصميم الداخلي يتحرك أمام أعيننا #Innovation #Technology #ابتكار #تقنية v/@bamitav @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🚨🤖 𝟮𝟬𝟮𝟲 ➜ 𝗧𝗵𝗲 𝗬𝗲𝗮𝗿 #𝗔𝗜 𝗚𝗲𝘁𝘀 𝗥𝗲𝗮𝗹. After 3️⃣ years of hype, valuations & “agent” promises⤵️ 🎯𝗥𝗲𝗮𝗹𝗶𝘁𝘆 𝗶𝘀 𝗵𝗲𝗿𝗲! It’s not about better prompts. It’s about 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲, 𝘁𝗮𝗹𝗲𝗻𝘁 & 𝗲𝗰𝗼𝗻𝗼𝗺𝗶𝗰𝘀. Here’s what shifts in 2026 ⤵️ 💰 1️⃣ 𝗧𝗵𝗲 𝗖𝗮𝗽𝗲𝘅 𝗖𝗼𝗿𝗿𝗲𝗰𝘁𝗶𝗼𝗻 AI spending > $400B/year. Revenue models? Still maturing. ✔ Capital discipline ➜ becomes survival ✔ Efficiency ➜ beats hype ✔ 𝗥𝗢𝗜 > 𝗲𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝘁𝗵𝗲𝗮𝘁𝗿𝗲 ⚡ 2️⃣ 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 > 𝗛𝘆𝗽𝗲 The real AI battle isn’t deepfakes. It’s data centers, energy & compute. ✔ Compute access ➜ strategic power ✔ Energy capacity ➜ AI scalability ✔ 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 > 𝘃𝗶𝗿𝗮𝗹 𝗺𝗼𝗺𝗲𝗻𝘁𝘀 🧠 3️⃣ 𝗧𝗵𝗲 𝗧𝗮𝗹𝗲𝗻𝘁 𝗥𝗲𝗮𝗹𝗶𝘁𝘆 Everyone wants AI engineers. Few can deploy real systems. ✔ Domain depth ➜ critical ✔ Production capability ➜ rare ✔ 𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻 > 𝘁𝗶𝘁𝗹𝗲𝘀 🏢 4️⃣ 𝗧𝗵𝗲 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗘𝗺𝗽𝗹𝗼𝘆𝗲𝗲 𝗘𝗿𝗮 AI moves from assistant ➜ operator. ✔ Software ➜ replaces repetitive roles ✔ Senior leverage ➜ increases ✔ 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 > 𝗵𝗲𝗮𝗱𝗰𝗼𝘂𝗻𝘁 💡𝗠𝘆 𝗧𝗮𝗸𝗲: 2026 separates 𝗔𝗜 𝘀𝘁𝗼𝗿𝘆𝘁𝗲𝗹𝗹𝗲𝗿𝘀 from 𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺 𝗯𝘂𝗶𝗹𝗱𝗲𝗿𝘀. The winners aren’t louder. They’re more disciplined. Agree or disagree? 🚀🧠 #AIAgents #SovereignAI #Leadership @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
💥🤔 Are we ready for the leap from #IoT devices to fully #AI-driven IoT ecosystems in 2026 ❓ 🚀 From IoT sensors ➡︎➤ Edge AI ➡︎➤ Federated Learning ➡︎➤ Predictive Systems ➡︎➤ Secure Infrastructures 💡We are moving from connected devices to autonomous, intelligent environments⤵️ ➊ 🛰️ Devices train AI locally ✚ share only model updates (Federated learning → privacy preserved, models get smarter together) ➋ 🔮 Predictive AI ✚ forecasts equipment failures before they happen (Moving from maintenance schedules to real foresight) ➌ 🛡️ AI-powered cybersecurity ✚ spots threats in real time (Patterns detected instantly → no chance for attackers) ➍ 🌐 IoT sensors ✚ cameras ✚ analyze data in real time (Instant awareness → no lag, no missed moments) ➎ 💡 Sensors ✚ AI ✚ tailor lights, climate, energy use (Smarter spaces, greener energy, seamless living) ⚡ This isn’t a trend➡️ it’s the new baseline. 🎯Are you building intelligent systems or just “smart” devices? by/ Valentine Boyev @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @BetaMoroney @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @arlenenewbigg @domingonarvaez1 @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @Nitin_Author
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Dr. Khulood Almani | د.خلود المانع
🧠 #𝗔𝗜 𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝟮𝟬𝟮𝟲 ➡️ 𝗠𝘂𝘀𝘁-𝗛𝗮𝘃𝗲 Most people think learning AI = learning tools. 🎯 The real advantage is how you think and work with AI. 🤖 1️⃣ 𝗔𝗜 𝗙𝗹𝘂𝗲𝗻𝗰𝘆 & 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴 ↳ How effective users actually work with AI ✔ Knowing AI strengths & limits ✔ Asking clear, structured questions ✔ Turning intent into outcomes 📊 2️⃣ 𝗗𝗮𝘁𝗮-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀 ↳ Moving from intuition to evidence ✔ Cleaning messy data ✔ Pattern recognition & comparison ✔ Insight-backed decisions ⚙️ 3️⃣ 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝘃𝗶𝘁𝘆 ↳ Where real leverage begins ✔ Automating repeatable tasks ✔ Saving time & attention ✔ Focusing on high-impact work 🎨 4️⃣ 𝗖𝗼𝗻𝘁𝗲𝗻𝘁, 𝗗𝗲𝘀𝗶𝗴𝗻 & 𝗜𝗻𝘀𝗶𝗴𝗵𝘁 ↳ Speed without sacrificing quality ✔ Content creation ✔ Visuals & research ✔ Market understanding 🧭 5️⃣ 𝗘𝘁𝗵𝗶𝗰𝘀, 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 & 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 ↳ Responsible AI in the real world ✔ Ethical use ✔ Workflow integration ✔ Explaining AI value clearly 🤝 6️⃣ 𝗛𝘂𝗺𝗮𝗻 × 𝗔𝗜 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻 ↳ Knowing who should lead—when ✔ AI for speed & scale ✔ Humans for judgment & empathy ✔ Better outcomes together 🚀 The future belongs to those who build leverage, not just learn tools. Save this 🔖 Repost 🔄 if this helped 💬 Which skill are you focusing on this year? by/Andrew Bolis @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @kanezadiane @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🚨⚠️🤖 Are we moving fast enough on #AI or fast enough on managing its risks❓ 🎯AI is scaling fast ➜ speed, autonomy, reach. But risk is scaling with it. In 2026, leadership in AI isn’t about who builds fastest ➜ It’s about who anticipates, governs & takes responsibility! Here’s the AI risk landscape we can’t ignore ⤵️ ⚖️ Bias & discrimination 🕵️ Privacy & surveillance 🎭 Deepfakes & disinformation 💼 Job displacement 🛡️ Security & weaponization 🔍 Lack of transparency 🌍 Environmental impact ⏳ Existential & long-term risks 💡Ignoring these doesn’t remove them. It just delays accountability. Which risk do you think we’re still underestimating❓ By/ Clarifai #ResponsibleAI #AIGovernance #AIRisk #EthicalAI #AILeadership #FutureOfAI @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @kanezadiane @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🚀🤖 In 2026, autonomous #AI agents aren’t failing because of technology ➜ they’re failing because of responsibility. ⚙️ Everyone knows how to build agents. Very few know how to own their decisions. 💡 Real autonomous AI isn’t about freedom or intelligence. It’s about clear scope, boundaries & accountability embedded into systems. ➡️ It’s not about giving AI more autonomy ➡️ It’s about defining who owns the outcome when the agent acts ➡️ It’s about embedding AI into real workflows ➜ not demos 💥 The teams succeeding with AI agents in 2026 are the ones who: ➊ Define one clear job per agent ➜ not “do everything” ➋ Design decision rights, escalation paths & controls ➌ Treat agents like employees: measured, monitored, improved ➍ Build governance into autonomy, not after it 🔑 Autonomy without accountability doesn’t scale. Systems do🚀 by/ Its MyServices #AgenticAI #AutonomousAI #AILeadership #AIGovernance @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @kanezadiane @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🚫🪞 Goodbye to boring mirrors & fingerprints. @Concept_Bytes built a gesture-controlled Smart Mirror ✋✨ No touch. No smudges. Just smart interaction وداعًا للمرايا التقليدية وبصمات الأصابع 🚫🪞 مرآة ذكية تدار بالإيماءات ✋✨ بدون لمس.. فقط تفاعل ذكي بين الإنسان و #التقنية. #AI #SmartDevices #الذكاء_الاصطناعي #الأجهزة_الذكية #التقنية @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @kanezadiane @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🤖 𝗔𝗿𝗲 𝘆𝗼𝘂 𝗿𝗲𝗮𝗱𝘆 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗔𝗜 𝘀𝗸𝗶𝗹𝗹𝘀 𝘁𝗵𝗮𝘁 𝘄𝗶𝗹𝗹 𝗱𝗲𝗰𝗶𝗱𝗲 𝘆𝗼𝘂𝗿 𝗼𝗽𝗽𝗼𝗿𝘁𝘂𝗻𝗶𝘁𝗶𝗲𝘀 𝗶𝗻 𝟮𝟬𝟮𝟲❓ Most people are still chasing tools. 🎯 The real advantage is capability. Save this 🔖⤵️ 🤖 1️⃣ 𝗔𝗜 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ↳ AI shifts from assistant to operator ↳ Systems start running businesses ✔ Tool orchestration ✔ End-to-end automation ✔ Autonomous execution 🧠 2️⃣ 𝗥𝗔𝗚 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 ↳ AI grounded in your data ↳ From generic models to domain intelligence ✔ Private knowledge bases ✔ Accurate retrieval ✔ Enterprise-grade answers 💻 3️⃣ 𝗩𝗶𝗯𝗲 𝗖𝗼𝗱𝗶𝗻𝗴 ↳ Describe intent, not syntax ↳ Software becomes conversational ✔ Idea-to-app workflows ✔ AI-assisted development ✔ Faster innovation cycles 🎥 4️⃣ 𝗔𝗜 𝗩𝗶𝗱𝗲𝗼 𝗖𝗿𝗲𝗮𝘁𝗶𝗼𝗻 ↳ Ideas move at the speed of visuals ↳ Content becomes an execution layer ✔ Text-to-video ✔ Zero editing bottlenecks ✔ Scalable storytelling 🔍 5️⃣ 𝗔𝗜 𝗦𝗲𝗮𝗿𝗰𝗵 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 (𝗚𝗘𝗢) ↳ Search evolves from keywords to intelligence ↳ Visibility is redesigned for AI engines ✔ AI-discoverable content ✔ Recommendation-ready presence ✔ Relevance in an AI-first web 🧩 6️⃣ 𝗣𝗿𝗼𝗺𝗽𝘁 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 ↳ Thinking becomes the interface ↳ Precision replaces trial-and-error ✔ Structured reasoning ✔ Reliable outputs ✔ Control over AI behavior 💡Most conversations today are about AI tools. ➡️ The future belongs to those who design AI systems. 𝗖𝗢𝗠𝗠𝗘𝗡𝗧 👇 Which skill are you investing in for 2026❓ by/ Adam Danyal @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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Dr. Khulood Almani | د.خلود المانع
🚨 🤖🧠 What are the 7️⃣ #skills #AI can’t replace in 2026❓ 💡 As AI scales speed & automation, these human capabilities remain non-automatable & mission-critical. Here’s what still requires humans ⤵️ 1️⃣ Emotional Intelligence ❤️ ↳ Reading nuance, intent & what’s left unsaid ↳ Leading people, not just systems ⚠️ Trust cannot be automated 2️⃣ Strategic Vision 🔭 ↳ Seeing around corners before the data is obvious ↳ Defining direction under uncertainty ⚠️ AI predicts but leaders decide 3️⃣ Ethical Judgment ⚖️ ↳ Making decisions in gray zones where rules fall short ↳ Owning responsibility & consequences ⚠️ Accountability is human 4️⃣ Creative Problem-Solving 🎨 ↳ Reframing problems beyond existing data ↳ Creating paths where no precedent exists ⚠️ Optimization ≠ invention 5️⃣ Relationship Building 🤝 ↳ Building long-term trust, influence & credibility ↳ Navigating emotions and power dynamics ⚠️ Networks are not relationships 6️⃣ Cultural Intelligence 🌍 ↳ Understanding context across cultures & values ↳ Reducing bias through awareness, not just filters ⚠️ Context can’t be fully encoded 7️⃣ Adaptive Learning 🔄 ↳ Turning experience and failure into judgment ↳ Evolving wisdom over time ⚠️ Learning ≠ retraining 🎯Bottom line: AI scales execution. Humans define meaning, direction and impact. by/ Daniel Hartweg #Leadership #FutureOfWork #HumanSkills @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @kanezadiane @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @NathaliaLeHen
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وثــبة
وثــبة@wathbh·
لماذا تُعدّ الصين رائدة؟ توضّح د. خلود المانع @Khulood_Almani أن سرّ التقدّم يكمن في سرعة تحويل البحث العلمي إلى صناعة، فبمجرد ظهور النتائج يبدأ التطبيق، ولهذا تسبق الصين العالم
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Dr. Khulood Almani | د.خلود المانع
⚙️🚁 Most people talk about #AI but Zipline deploys it ➡️ Autonomous charging stations powering a #drone delivery fleet, the kind of infrastructure that makes autonomy scalable👌 ⚙️🚁 كثيرون يتحدثون عن #الذكاء_الاصطناعي لكن شركة زيبلاين الأمريكية تطبقه فعليًا⬅️ محطات شحن ذاتية لطائرات الدرون للتوصيل بدون طيار تمثل بنية تحتية حقيقية تجعل التشغيل الذاتي قابلًا للتوسع👍 v/@Ronald_vanLoon @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @kanezadiane @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS
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