#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech

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#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech

#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech

@rvp

Master of Science @cmu_ece @CarnegieMellon 1986 | Master of Engg @cmu_mse @CMUEngineering 1985 | MS Physics @IITKanpur 1982 | Research Fellow @cmu_robotics 1985

Online Tech Advisory Services Bergabung Şubat 2008
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Ritika
Ritika@golferritika·
@Corix_JC @CIOonline The one-model trap is real. Production needs graceful degradation, economic controls, and observability. Responsible AI demands this architecture thinking.
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#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech
Syed Ijlal Hussain@sijlalhussain

⚡ AI redesign is not failing because of technology. It is failing because organizations are not redesigning how decisions get made. As Forbes highlights, most AI initiatives stall not at deployment, but at adoption. This signals a deeper issue in incentives, authority, and execution ownership. 1️⃣ Workflow Redesign: AI changes how work flows, not just how tasks are done. Without redefining ownership and decision rights, outputs improve but outcomes do not. 2️⃣ Incentive Mismatch: Teams are measured on legacy KPIs while being asked to adopt AI-driven processes. This creates resistance disguised as execution friction. 3️⃣ Execution Failure: Leaders deploy AI into existing structures instead of redesigning operating models. Reporting lines, budget control, and accountability remain unchanged. This is why pilots succeed and scaling fails. The organization absorbs AI, but the system does not adapt. The real challenge is not deploying AI. It is redesigning the organization to operate with it. Is your AI strategy changing workflows, or just adding tools to existing ones? via Forbes forbes.com/sites/davidmic… @corixpartners @Transform_Sec @Corix_JC @ILoveBooks786 @COSTESLionelEr @ramonvidall @RLDI_Lamy @FrRonconi @timo_vi @Nicochan33 @NathaliaLeHen @TCyberCast @arigatou163 @VivMilanoFSL @sonu_monika @MathildaLoco @faryus88 @bbailey39 @BindIdeas971 @FmFrancoise @quepasachico @sustainrach @iamtunslaw @EduFirst @rameshambastha @DonaldGavis @ricardo_ik_ahau @sulefati7 @ozsilverfox @i_gestio13730 @BCAgroup @nao77k @geginlljin88 @9SManagement @O_Berard @1MortalMan @DavidTaboada @ParaSureTech @sphinx4crypto @EdwardHarkins @x_xm19737 @harbi_nh

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Syed Ijlal Hussain
Syed Ijlal Hussain@sijlalhussain·
📍 Most leaders think AI governance is about controlling individual models. The real shift is that it is about designing institutions. If intelligence at scale is a social system, not a single mind, then the governance question is organizational, not technical. Who owns the decision rights? Where do the escalation paths sit? What happens when the system acts without asking? The organizations getting this wrong are writing alignment policies. The ones getting it right are redesigning authority structures. @corixpartners @Transform_Sec @Corix_JC @ILoveBooks786 @COSTESLionelEr @ramonvidall @RLDI_Lamy @FrRonconi @timo_vi @Nicochan33 @NathaliaLeHen @TCyberCast @arigatou163 @VivMilanoFSL @MathildaLoco @faryus88 @bbailey39 @BindIdeas971 @FmFrancoise @EduFirst @rameshambastha @DonaldGavis @ricardo_ik_ahau @sulefati7 @ozsilverfox
elvis@omarsar0

NEW AI report from Google. Every prior intelligence explosion in human history was social, not individual. These authors make the case that the AI "singularity" framed as a single superintelligent mind bootstrapping to godlike intelligence is fundamentally wrong. This is directly relevant to anyone designing multi-agent systems. They observe that frontier reasoning models like DeepSeek-R1 spontaneously develop internal "societies of thought," multi-agent debates among cognitive perspectives, through RL alone. The path forward is human-AI configurations and agent institutions, not bigger monolithic oracles. This reframes AI scaling strategy from "build bigger models" to "compose richer social systems." It argues governance of AI agents should follow institutional design principles, checks and balances, role protocols, rather than individual alignment. Paper: arxiv.org/abs/2603.20639 Learn to build effective AI agents in our academy: academy.dair.ai

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#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech
Thanks for tagging me @RVP in your very interesting educative tweet. Hope your followers find my Tweets & Lists useful. #RaviVisvesvarayaSharadaPrasad @7GTech @5GAIoT #HighTech #Advisors @C4Isrt #DefenceTech linkedin.com/in/ravivsprasad @rp60" target="_blank" rel="nofollow noopener">youtube.com/@rp60 T.Me/RaviVPrasad
ipfconline@ipfconline1

This #AI Paper from Stanford and Harvard Explains Why Most ‘Agentic AI’ Systems Feel Impressive in Demos and then Completely Fall Apart in Real Use buff.ly/l5p6vws via @Marktechpost #MachineLearning #GenAI Cc @rvp @gvalan @HaroldSinnott @jeancayeux

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