Each participant decides how and when to engage while the model improves without centralizing all data.
@fogoros
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Collective Intelligence Preserving Autonomy and Competitive Advantage
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This enables participation in collective intelligence while preserving autonomy and competitive advantage.
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Sovereign Collaboration Enables Safe Industrial Data Sharing
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Sovereign collaboration lets manufacturers contribute insights without exposing raw operational data. Companies share derived patterns instead of sensitive details. Contributors retain control while shared models improve for everyone.
— Lucian Fogoros (@fogoros) 7 avril 2026
Partner content with Cybus. #cybus_iiot pic.twitter.com/kKQKeJquP1Sovereign collaboration lets manufacturers contribute insights without exposing raw operational data. Companies share derived patterns instead of sensitive details. Contributors retain control while shared models improve for everyone.
Partner content with Cybus. #cybus_iiot -
Factory 2026: How Clients Transform Manufacturing Approaches
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The factory of 2026 looks nothing like 2020. How are your clients approaching this? @IIoT_World @CRudinschi @agentic_factory @kai_at_ProSyst @marcusbwebster @ManriqueValdor
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Microsegmentation: Limiting Lateral Threat Movement in Production
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Microsegmentation prevents threats from moving laterally between production zones once they breach the perimeter.
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Multi-layered Defense Strategy for Critical Infrastructure and AI
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This multi-layered defense strategy protects critical infrastructure without sacrificing the connectivity needed for AI systems.
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Hardware Data Diodes Secure Converged IT-OT Networks
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Converged IT and OT networks now require Hardware Data Diodes and Microsegmentation for physical-layer security.
— Lucian Fogoros (@fogoros) 6 avril 2026
Data diodes allow performance data to reach the cloud while making external attacks physically impossible. Next-Generation Firewalls isolate machine cells. pic.twitter.com/lziyD5NUT0Converged IT and OT networks now require Hardware Data Diodes and Microsegmentation for physical-layer security.
Data diodes allow performance data to reach the cloud while making external attacks physically impossible. Next-Generation Firewalls isolate machine cells. -
CISOs Taking OT/IT Convergence More Seriously
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More CISOs are looking at OT/IT convergence seriously. CC: @IIoT_World @CRudinschi @agentic_factory @mclynd @sarbjeetjohal @embedded_comp
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Production Intelligence Emerges as Key Competitive Advantage
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Production intelligence is becoming a competitive edge. Worth a closer look. @IIoT_World @CRudinschi @agentic_factory @ThyGat @sallyeaves @SmartIndustryUS
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Connected devices transforming industrial plant operations and manufacturing
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Connected devices are reshaping plant operations. Anyone running into this yet? @IIoT_World @CRudinschi @agentic_factory @fabot70 @gp_pulipaka @jblefevre60