#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech
1M posts
@rvp
Master of Science @cmu_ece @CarnegieMellon 1986 | Master of Engg @cmu_mse @CMUEngineering 1985 | MS Physics @IITKanpur 1982 | Research Fellow @cmu_robotics 1985
AI is raising the baseline for software engineering. This article explores how engineering platforms are evolving across developer workflows, infrastructure, governance, hiring, and the growing role of human judgment: hackernoon.com/what-happens-t…
Roadmap to learn Agentic AI 🚀 AI fundamentals Python + frameworks LLMs Agents architecture Memory + RAG Planning & decision-making RL & self-improvement Deployment Real-world automation Agentic AI = full-stack intelligence. Credit: Tiksly #AgenticAI #LLM #RAG #A
CISOs vs. #Boards: Myth or Misunderstanding? > buff.ly/EVRDIfn #tech #business #leadership #management #governance #compliance #GRC #CISO #CIO #CTO #CEO #cybersecurity #security #infosec #cyberthreats #cyberattacks #databreaches #cyberresilience
📍 AI is not replacing human judgment. It is redefining where people are willing to rely on it. Bain's latest research shows consumers place the highest trust in generative AI for lower-stakes activities, such as shopping and product recommendations. Trust declines sharply when the decisions become more consequential—financial advice, healthcare, legal guidance, and major purchases. That pattern reveals an important lesson for organizations. 1️⃣ Trust Is Contextual Customers don't apply the same level of trust across every AI interaction. The perceived risk of the decision matters just as much as the quality of the technology. 2️⃣ Human Expertise Still Creates Confidence As decisions become more complex or carry greater consequences, people continue to value human judgment. The most effective organizations will design experiences where AI accelerates expertise rather than attempts to replace it. 3️⃣ Competitive Advantage Comes from Knowing Where AI Fits Companies that understand these trust boundaries can deploy AI where customers welcome automation while preserving human involvement where reassurance, accountability, and professional expertise remain essential. Successful AI strategies won't ask customers to trust AI equally in every situation. They'll align AI capabilities with customer expectations and the level of risk each decision carries. The future isn't AI versus humans. It's knowing where each creates the most value. How is your organization deciding which customer interactions should be AI-led, human-led, or a combination of both? via Bain & Company bain.com/insights/your-… @ramonvidall @ricardo_ik_ahau @timo_vi @kkruse @ozsilverfox @sulefati7 @faryus88 @DioOmega @Nicochan33 @RLDI_Lamy @jameslhbartlett @corixpartners @Corix_JC @Transform_Sec @TCyberCast @dinisguarda @kim_keeter @9SManagement @Eli_Krumova @ILoveBooks786 @BCAgroup
The blueprint for #innovation >> 3 ways regulatory readiness is a competitive advantage buff.ly/0602miY #cybersecurity #cyberresilience #digital #digitaltrust #tech #business #leadership #management #governance #CISO #CIO #CTO #CEO #CDO #digitaltransformation #resilience #compliance #regulation #GRC @CIOonline @CSG_Forte @BetaMoroney @ChuckDBrooks @MikeFlache @Khulood_Almani @IngridVasiliu @Fabriziobustama @Timothy_Hughes @NafisAlam @YuHelenYu @RLDI_Lamy @MCLynd @OlKonol_oa @RigneySec @BenRothke @HWillert @AndrewinContact @TerenceLeungSF @Shi4Tech @enilev @Nicochan33 @SabineVdL @bimedotcom @IanLJones98 @FrRonconii @RiccardoBua @Eli_Krumova @NYIke @HaroldSinnott @SallyEaves @GlobalIQX @AntGrasso @AkwyZ @DinisGuarda @PVynckier @YvesMulkers @HaleChris @BillMew @RobMay70 @NigelTozer @m49D4ch3lly @Ronald_vanLoon @jeancayeux @NevilleGaunt @asokan_telecom @cybersecboardrm @RVP @QuePasaChico
The blueprint for #innovation >> 3 ways regulatory readiness is a competitive advantage buff.ly/0602miY #cybersecurity #cyberresilience #digital #digitaltrust #tech #business #leadership #management #governance #CISO #CIO #CTO #CEO #CDO #digitaltransformation #resilience #compliance #regulation #GRC @CIOonline @CSG_Forte @BetaMoroney @ChuckDBrooks @MikeFlache @Khulood_Almani @IngridVasiliu @Fabriziobustama @Timothy_Hughes @NafisAlam @YuHelenYu @RLDI_Lamy @MCLynd @OlKonol_oa @RigneySec @BenRothke @HWillert @AndrewinContact @TerenceLeungSF @Shi4Tech @enilev @Nicochan33 @SabineVdL @bimedotcom @IanLJones98 @FrRonconii @RiccardoBua @Eli_Krumova @NYIke @HaroldSinnott @SallyEaves @GlobalIQX @AntGrasso @AkwyZ @DinisGuarda @PVynckier @YvesMulkers @HaleChris @BillMew @RobMay70 @NigelTozer @m49D4ch3lly @Ronald_vanLoon @jeancayeux @NevilleGaunt @asokan_telecom @cybersecboardrm @RVP @QuePasaChico
You can read the same dashboard as another team and still reach a different conclusion, because data does not explain itself. Sensemaking starts from this uncomfortable point: a dashboard shows the same signal, but each team reads it through its own lens. Microblog @antgrasso Operations may see urgency. A delay, a bottleneck, or a safety issue can push the team to act quickly because the signal looks close to the customer or the service. Technology may see the system behind the signal. The issue could come from integration, data quality, or an automation limit. The dashboard shows the symptom, but technical context helps explain what produced it. Finance may see exposure. The same signal can raise questions about cost and risk, especially when a decision affects margin or resource allocation. None of these readings is wrong. They are partial. Sensemaking helps teams compare interpretations, add business context, and agree on the next action before moving. The practical lesson is simple: more data does not automatically create better decisions. People still need shared meaning before the organization can act with confidence. #Sensemaking #DigitalTransformation
Customers rarely disappear without signals. AI can help teams detect frustration earlier and understand what went wrong before a service failure turns into a lost relationship. By the time a customer leaves, the warning signs were already there. Microblog by @antgrasso #AI Complaints, repeated contacts, delays, and sentiment changes can show that something is breaking in the experience. AI helps by connecting these signals across the customer journey. The point is not only to detect a single complaint, but to understand what happened before it: where the delay started, which interaction increased frustration, and why the customer may now be at risk. Recommendation is useful only when it respects context. A high-value customer facing an urgent issue may need a different response from someone reporting a minor delay. The recovery action should fit the impact, not follow a generic script. The human role remains essential. Teams still need to communicate clearly, choose the right remedy, and rebuild confidence with care. AI can help restore the experience by giving people better timing and context before the relationship is lost. #CustomerExperience #AI
The number of Data Centers per country is mind-blowing. This shows who controls our internet, media and AI This is the infrastructure reality: 🇺🇸 United States — 4,423 data centres 🇬🇧 UK — 555 🇩🇪 Germany — 523 🇫🇷 France — 394 🇨🇳 China — 369 China is fifth. The US alone has more data centres than the next nine countries combined. Data centres are the physical backbone of our digital economy, cloud computing, and large-scale AI training and inference infrastructure. Quantity isn’t everything (power density, networking, and chip access matter), but a gap this wide is not a rounding error. It reflects years of capital deployment, energy availability, regulatory environments, and hyperscaler concentration. based on @alvinfoo data from @StatistaCharts infographic by @Investywise CC @efipm @YuHelenYu @Khulood_Almani @theomitsa @Victoryabro @sonu_monika @arlenenewbigg @EliseQuevedo @enricomolinari @kuriharan @jblefevre60 @thomaspower @enilev @Khulood_Almani @SpirosMargaris @mvollmer1 @Xbond49 @antgrasso @EstelaMandela @sallyeaves @alvinfoo @UrsBolt @albertogaruccio @BetaMoroney @globaliqx @psb_dc @Shi4Tech @FrRonconi @thinkers360 @Ronald_vanLoon @ipfconline1
A Mid-2026 Primer On #Cybersecurity And Addressing New Threats buff.ly/zNf9PN9 #cyberresilience #tech #business #leadership #management #governance #CISO #CIO #CTO #CEO #GRC #cyberstrategy #cyberthreats #cyberattacks #databreaches @Forbes @BetaMoroney @ChuckDBrooks @MikeFlache @Khulood_Almani @IngridVasiliu @Fabriziobustama @Timothy_Hughes @NafisAlam @YuHelenYu @RLDI_Lamy @MCLynd @OlKonol_oa @RigneySec @BenRothke @HWillert @AndrewinContact @TerenceLeungSF @Shi4Tech @enilev @Nicochan33 @SabineVdL @bimedotcom @IanLJones98 @FrRonconii @RiccardoBua @Eli_Krumova @NYIke @HaroldSinnott @SallyEaves @GlobalIQX @AntGrasso @AkwyZ @DinisGuarda @PVynckier @YvesMulkers @HaleChris @BillMew @RobMay70 @NigelTozer @m49D4ch3lly @Ronald_vanLoon @jeancayeux @NevilleGaunt @asokan_telecom @cybersecboardrm @RVP @QuePasaChico
A Mid-2026 Primer On #Cybersecurity And Addressing New Threats buff.ly/zNf9PN9 #cyberresilience #tech #business #leadership #management #governance #CISO #CIO #CTO #CEO #GRC #cyberstrategy #cyberthreats #cyberattacks #databreaches @Forbes @BetaMoroney @ChuckDBrooks @MikeFlache @Khulood_Almani @IngridVasiliu @Fabriziobustama @Timothy_Hughes @NafisAlam @YuHelenYu @RLDI_Lamy @MCLynd @OlKonol_oa @RigneySec @BenRothke @HWillert @AndrewinContact @TerenceLeungSF @Shi4Tech @enilev @Nicochan33 @SabineVdL @bimedotcom @IanLJones98 @FrRonconii @RiccardoBua @Eli_Krumova @NYIke @HaroldSinnott @SallyEaves @GlobalIQX @AntGrasso @AkwyZ @DinisGuarda @PVynckier @YvesMulkers @HaleChris @BillMew @RobMay70 @NigelTozer @m49D4ch3lly @Ronald_vanLoon @jeancayeux @NevilleGaunt @asokan_telecom @cybersecboardrm @RVP @QuePasaChico
A Mid-2026 Primer On #Cybersecurity And Addressing New Threats buff.ly/zNf9PN9 #cyberresilience #tech #business #leadership #management #governance #CISO #CIO #CTO #CEO #GRC #cyberstrategy #cyberthreats #cyberattacks #databreaches @Forbes @BetaMoroney @ChuckDBrooks @MikeFlache @Khulood_Almani @IngridVasiliu @Fabriziobustama @Timothy_Hughes @NafisAlam @YuHelenYu @RLDI_Lamy @MCLynd @OlKonol_oa @RigneySec @BenRothke @HWillert @AndrewinContact @TerenceLeungSF @Shi4Tech @enilev @Nicochan33 @SabineVdL @bimedotcom @IanLJones98 @FrRonconii @RiccardoBua @Eli_Krumova @NYIke @HaroldSinnott @SallyEaves @GlobalIQX @AntGrasso @AkwyZ @DinisGuarda @PVynckier @YvesMulkers @HaleChris @BillMew @RobMay70 @NigelTozer @m49D4ch3lly @Ronald_vanLoon @jeancayeux @NevilleGaunt @asokan_telecom @cybersecboardrm @RVP @QuePasaChico
A Mid-2026 Primer On #Cybersecurity And Addressing New Threats buff.ly/zNf9PN9 #cyberresilience #tech #business #leadership #management #governance #CISO #CIO #CTO #CEO #GRC #cyberstrategy #cyberthreats #cyberattacks #databreaches @Forbes @BetaMoroney @ChuckDBrooks @MikeFlache @Khulood_Almani @IngridVasiliu @Fabriziobustama @Timothy_Hughes @NafisAlam @YuHelenYu @RLDI_Lamy @MCLynd @OlKonol_oa @RigneySec @BenRothke @HWillert @AndrewinContact @TerenceLeungSF @Shi4Tech @enilev @Nicochan33 @SabineVdL @bimedotcom @IanLJones98 @FrRonconii @RiccardoBua @Eli_Krumova @NYIke @HaroldSinnott @SallyEaves @GlobalIQX @AntGrasso @AkwyZ @DinisGuarda @PVynckier @YvesMulkers @HaleChris @BillMew @RobMay70 @NigelTozer @m49D4ch3lly @Ronald_vanLoon @jeancayeux @NevilleGaunt @asokan_telecom @cybersecboardrm @RVP @QuePasaChico
