[
  {
    "start": 0.06,
    "end": 6.12,
    "text": "This episode is provided by Thomas Allgeier and Frennis, based on the most relevant LinkedIn posts about NVIDIA GTC."
  },
  {
    "start": 6.32,
    "end": 7.12,
    "text": "twenty-twenty six."
  },
  {
    "start": 7.96,
    "end": 16.84,
    "text": "Frennes supports enterprises with market and competitive intelligence decoding emerging technologies customer insights regulatory shifts in competitor strategies."
  },
  {
    "start": 17.26,
    "end": 21.38,
    "text": "so product teams and strategy leaders don't just react but shake the future of AI"
  },
  {
    "start": 21.88,
    "end": 26.46,
    "text": "And man, shaping the future of AI is exactly what we need to talk about today."
  },
  {
    "start": 26.94,
    "end": 30.38,
    "text": "Because the sheer scale of what's happening right now it was kind of hard to comprehend."
  },
  {
    "start": 30.56,
    "end": 30.72,
    "text": "Yeah!"
  },
  {
    "start": 30.88,
    "end": 33.36,
    "text": "It really is and that's our mission for you."
  },
  {
    "start": 33.88,
    "end": 49.0,
    "text": "in this deep dive We are stepping into a high level strategy room basically unpacking absolute top trends & insights from NVIDIA GTC And we're curating this specifically from the feeds of ICT and tech industry professionals over on LinkedIn."
  },
  {
    "start": 49.1,
    "end": 51.62,
    "text": "So no fluff, just a real signal from the noise"
  },
  {
    "start": 51.76,
    "end": 52.22,
    "text": "Exactly!"
  },
  {
    "start": 52.34,
    "end": 59.94,
    "text": "If you are listening to this You really need understand why The fundamental unit value in Tech is shifting right beneath our feet."
  },
  {
    "start": 60.82,
    "end": 66.4,
    "text": "We literally can't discuss future AI software or robotics without first looking at hardware layer"
  },
  {
    "start": 66.78,
    "end": 68.18,
    "text": "Because it's a tectonic shift."
  },
  {
    "start": 68.34,
    "end": 75.62,
    "text": "I mean, just imagine standing in front of the demand pipeline so massive that it fundamentally breaks how we measure industrial output."
  },
  {
    "start": 75.78,
    "end": 77.64,
    "text": "Yeah one trillion dollars right?"
  },
  {
    "start": 78.06,
    "end": 84.54,
    "text": "That is the projected order pipeline for Nvidia new Blackwell and the Vera Rupin platforms through twenty-twenty seven Which"
  },
  {
    "start": 84.62,
    "end": 87.62,
    "text": "Is Just A Staggering Number To Try And Wrap Your Head Around."
  },
  {
    "start": 87.7,
    "end": 91.6,
    "text": "It Is David Daniszewski In Charles K. We're Actually Highlighting This On Their Feeds This Week."
  },
  {
    "start": 92.04,
    "end": 96.76,
    "text": "Its Just One Trillion Dollars In Pure Raw infrastructure demand."
  },
  {
    "start": 96.94,
    "end": 97.38,
    "text": "Wow,"
  },
  {
    "start": 97.74,
    "end": 97.9,
    "text": "okay."
  },
  {
    "start": 97.96,
    "end": 101.72,
    "text": "so why the sudden massive explosion in infrastructure?"
  },
  {
    "start": 102.38,
    "end": 107.64,
    "text": "Well to understand that we have to look at what Karen Yu and McHugh Suley are calling the inference inflection"
  },
  {
    "start": 108.0,
    "end": 108.84,
    "text": "The afference inflection."
  },
  {
    "start": 108.88,
    "end": 109.02,
    "text": "Yeah."
  },
  {
    "start": 109.46,
    "end": 118.64,
    "text": "So for years the entire industry was just obsessed with the training phase right like pouring oceans of data into these massive GPU clusters Just to teach the AI how-to thing."
  },
  {
    "start": 118.82,
    "end": 119.04,
    "text": "Right!"
  },
  {
    "start": 119.1,
    "end": 120.04,
    "text": "The learning phase"
  },
  {
    "start": 120.12,
    "end": 120.58,
    "text": "Exactly."
  },
  {
    "start": 121.22,
    "end": 123.26,
    "text": "But that phases well it's maturing."
  },
  {
    "start": 123.84,
    "end": 128.38,
    "text": "We've officially moved from the era of training models to the era executing them at scale."
  },
  {
    "start": 128.74,
    "end": 135.86,
    "text": "Which completely changes the physical footprint of whole tech industry, you know when we historically thought about industrial revolutions?"
  },
  {
    "start": 136.3,
    "end": 141.52,
    "text": "We always pictured smokestacks right assembly lines stamping metal into car doors."
  },
  {
    "start": 141.68,
    "end": 143.4,
    "text": "yeah very physical exactly."
  },
  {
    "start": 143.48,
    "end": 146.58,
    "text": "You had a clear physical input and a physical output."
  },
  {
    "start": 147.24,
    "end": 151.46,
    "text": "And then came The Digital Age and we built these traditional data centers."
  },
  {
    "start": 152.22,
    "end": 161.62,
    "text": "But looking at what Laura Sophie Bother, Adrian McDonald and Santosh Pandey pointed out from the GTC floor those traditional data centers are kind of officially dead."
  },
  {
    "start": 161.76,
    "end": 162.76,
    "text": "They're completely dead."
  },
  {
    "start": 162.88,
    "end": 166.38,
    "text": "I mean a traditional data center was essentially just a massive barking garage."
  },
  {
    "start": 166.42,
    "end": 169.04,
    "text": "your data Just sat there waiting to be retrieved."
  },
  {
    "start": 169.12,
    "end": 169.28,
    "text": "right?"
  },
  {
    "start": 169.34,
    "end": 169.98,
    "text": "it was passive"
  },
  {
    "start": 170.2,
    "end": 170.9,
    "text": "totally passive."
  },
  {
    "start": 171.3,
    "end": 176.02,
    "text": "but The new model these AI factories that Jensen Wong describes they don't store data."
  },
  {
    "start": 176.08,
    "end": 177.7,
    "text": "They actually manufacture intelligence."
  },
  {
    "start": 177.86,
    "end": 178.1,
    "text": "Oh"
  },
  {
    "start": 178.14,
    "end": 178.34,
    "text": "like."
  },
  {
    "start": 179.04,
    "end": 184.48,
    "text": "So if the old data centers were parking garages, these new AI factories are continuous assembly lines."
  },
  {
    "start": 184.62,
    "end": 192.02,
    "text": "Yes The smokestacks are now liquid cooling towers...the raw material is electricity and they actual widgets rolling off the belt or tokens"
  },
  {
    "start": 192.62,
    "end": 193.0,
    "text": "Exactly!"
  },
  {
    "start": 193.16,
    "end": 195.36,
    "text": "And whole metric of economic value has shifted."
  },
  {
    "start": 195.5,
    "end": 197.18,
    "text": "We aren't talking about gigabytes anymore."
  },
  {
    "start": 197.52,
    "end": 200.74,
    "text": "The metrics that matter now Are tokens per watt and costs per token."
  },
  {
    "start": 201.8,
    "end": 206.28,
    "text": "But manufacturing those tokens so incredibly fast creates a physical bottleneck, right?"
  },
  {
    "start": 206.32,
    "end": 206.86,
    "text": "A massive"
  },
  {
    "start": 206.92,
    "end": 216.18,
    "text": "one because when a large language model is generating an answer spitting out words token by token it absolutely starves for memory bandwidth."
  },
  {
    "start": 216.42,
    "end": 218.82,
    "text": "Okay let me see if I can break this down mechanically for a second."
  },
  {
    "start": 219.6,
    "end": 230.78,
    "text": "If you are spitting up tiny pieces of information sequentially standard memory which usually grabs large heavy chunks of data all at once kind of slowly that would create a massive traffic jam."
  },
  {
    "start": 231.5,
    "end": 236.48,
    "text": "You need a system that can continuously fire off tiny data bits at lightning speed."
  },
  {
    "start": 236.98,
    "end": 247.04,
    "text": "That is the exact mechanical problem that NVIDIA solved, and honestly it's why their twenty billion dollar acquisition of GROC was basically the technical unlock of the entire conference."
  },
  {
    "start": 247.18,
    "end": 247.74,
    "text": "Oh wow!"
  },
  {
    "start": 247.88,
    "end": 252.16,
    "text": "Yeah Anastasia Nisova and Padma Pavan Venomatla really detailed this on LinkedIn."
  },
  {
    "start": 252.68,
    "end": 258.88,
    "text": "they explained how NVIDia integrated GROCs LPU technology to basically disaggregate the entire inference process"
  },
  {
    "start": 259.54,
    "end": 263.74,
    "text": "meaning they split it up to bypass those traditional bandwidth ceilings."
  },
  {
    "start": 263.92,
    "end": 264.72,
    "text": "Precisely, yeah."
  },
  {
    "start": 265.04,
    "end": 268.68,
    "text": "so NVIDIA handles the heavy compute which is called a pre-fill phase."
  },
  {
    "start": 268.8,
    "end": 279.08,
    "text": "okay that's where it digests your massive complex prompt and does the deep mathematical lifting but once it understands the request It hands the task over to grokks"
  },
  {
    "start": 279.62,
    "end": 281.96,
    "text": "lpu Which handles high speed decode"
  },
  {
    "start": 282.82,
    "end": 287.84,
    "text": "Exactly because it's an entirely different architecture that just fires out those tokens without hitting a wall."
  },
  {
    "start": 287.98,
    "end": 299.92,
    "text": "It's basically like having an industrial crane lift A massive boulder of raw material onto the factory floor and then instantly dropping it on to high-speed Frictionless conveyor belt, which shoots the finished widgets Out The Door."
  },
  {
    "start": 300.14,
    "end": 301.16,
    "text": "That is great way to picture."
  },
  {
    "start": 301.7,
    "end": 313.86,
    "text": "And that manufacturing of Tokens connects directly To what they are actually doing Because all this massive inference power Is fueling our transition from generative AI chatbots to agentic AI."
  },
  {
    "start": 314.18,
    "end": 315.16,
    "text": "Right, digital workers!"
  },
  {
    "start": 315.54,
    "end": 318.76,
    "text": "Exactly we're seeing Open Claw having its Linux moment."
  },
  {
    "start": 319.5,
    "end": 327.42,
    "text": "Jensen Wong actually stated that every company needs an open-claw strategy now because agents are becoming the new operating system for the enterprise."
  },
  {
    "start": 328.18,
    "end": 332.58,
    "text": "Yeah Ronald Van Loon Michael Strickland and Stephanie Goodos were all discussing that shift."
  },
  {
    "start": 332.62,
    "end": 334.44,
    "text": "it's moving from sauce to gas right?"
  },
  {
    "start": 334.64,
    "end": 334.82,
    "text": "Yes"
  },
  {
    "start": 335.16,
    "end": 339.02,
    "text": "Irithyth Kumar SS and Julian Medonca highlighted this perfectly."
  },
  {
    "start": 339.52,
    "end": 347.02,
    "text": "It's the shift from software as a service to generative or egentic AI, as a Service"
  },
  {
    "start": 347.22,
    "end": 352.82,
    "text": "where instead of you clicking the buttons and pulling the levers You just define The goal in the AI agent executes all the steps"
  },
  {
    "start": 352.94,
    "end": 353.96,
    "text": "entirely In the background."
  },
  {
    "start": 354.12,
    "end": 357.98,
    "text": "okay But I have To push back on This enthusiasm for fully Autonomous Agents For A second."
  },
  {
    "start": 358.06,
    "end": 360.98,
    "text": "oh sure because Vivek Tandipani brought up a really good point about this."
  },
  {
    "start": 361.6,
    "end": 372.94,
    "text": "If these agents are operating in multi-step execution loops, where a tiny error on like step two can compound massively before human ever detects it by step twenty."
  },
  {
    "start": 373.68,
    "end": 376.34,
    "text": "Aren't we building massive terrifying control problem?"
  },
  {
    "start": 376.42,
    "end": 376.5,
    "text": "Oh!"
  },
  {
    "start": 376.54,
    "end": 377.44,
    "text": "It's huge concern."
  },
  {
    "start": 377.66,
    "end": 381.44,
    "text": "Like how do govern something that executes faster than human oversight?"
  },
  {
    "start": 381.76,
    "end": 385.36,
    "text": "Well That is the exact tension enterprise market wrestling with right now."
  },
  {
    "start": 385.92,
    "end": 388.28,
    "text": "Because you're Right Agents have dangerous freedoms."
  },
  {
    "start": 388.52,
    "end": 391.4,
    "text": "They can run code, they access payroll files and send emails"
  },
  {
    "start": 391.52,
    "end": 393.02,
    "text": "which is a compliance nightmare"
  },
  {
    "start": 393.2,
    "end": 394.04,
    "text": "A total nightmare."
  },
  {
    "start": 394.2,
    "end": 398.32,
    "text": "And that's why the enterprise security layer NEMA CLAW was such critical announcement."
  },
  {
    "start": 398.88,
    "end": 402.92,
    "text": "Premdurendes Axel Ditman and Sanjay Basu were all over this on LinkedIn."
  },
  {
    "start": 403.36,
    "end": 406.22,
    "text": "So what does NEMA Claw actually do to fix it?"
  },
  {
    "start": 406.82,
    "end": 411.3,
    "text": "It provides essential out of process sandboxing policy routing privacy guardrails."
  },
  {
    "start": 412.68,
    "end": 417.74,
    "text": "Prem Noreen has actually noted that you can't just throw an agent in a traditional Docker container and call it safe."
  },
  {
    "start": 418.2,
    "end": 424.04,
    "text": "Right, because the container protects the computer but doesn't govern what the agent decides to do inside of the network."
  },
  {
    "start": 424.3,
    "end": 424.78,
    "text": "Exactly!"
  },
  {
    "start": 425.34,
    "end": 432.24,
    "text": "NemoClaw acts as external enforcement engine so enterprises can deploy these agents safely without them going rogue."
  },
  {
    "start": 432.36,
    "end": 436.6,
    "text": "Even with security layers solved though there's still massive UX reality check here."
  },
  {
    "start": 437.28,
    "end": 439.56,
    "text": "Valias Cajal noted something interesting about this."
  },
  {
    "start": 439.6,
    "end": 439.68,
    "text": "What"
  },
  {
    "start": 439.72,
    "end": 440.08,
    "text": "did he say?"
  },
  {
    "start": 440.38,
    "end": 447.56,
    "text": "He pointed out While capabilities might get agents deployed in an enterprise, it's personality and trust that keep them used."
  },
  {
    "start": 447.78,
    "end": 447.84,
    "text": "Oh!"
  },
  {
    "start": 447.88,
    "end": 448.84,
    "text": "That's incredibly true"
  },
  {
    "start": 448.96,
    "end": 454.54,
    "text": "because most agent demos right now are basically just command lines dressed up as chat interfaces."
  },
  {
    "start": 455.24,
    "end": 459.34,
    "text": "if the digital worker doesn't have a bedside manner humans just reject It."
  },
  {
    "start": 460.0,
    "end": 460.16,
    "text": "yeah."
  },
  {
    "start": 460.4,
    "end": 467.84,
    "text": "And that trust becomes even more critical when we start talking about these autonomous systems stepping out of the web browser and interacting with The physical world."
  },
  {
    "start": 468.1,
    "end": 476.12,
    "text": "okay yes Because building on the idea of agents executing digital tasks, what happens when they actually enter our physical space?"
  },
  {
    "start": 476.54,
    "end": 478.48,
    "text": "Well, Physical AI has officially arrived."
  },
  {
    "start": 479.12,
    "end": 484.74,
    "text": "Pascal Bornet and Nidhi Warankar were highlighting Disney's Olaf robot... Did you see this?"
  },
  {
    "start": 484.86,
    "end": 485.12,
    "text": "I did!"
  },
  {
    "start": 485.2,
    "end": 486.14,
    "text": "The little walking robot"
  },
  {
    "start": 486.24,
    "end": 486.46,
    "text": "right?!"
  },
  {
    "start": 486.54,
    "end": 486.74,
    "text": "Yeah"
  },
  {
    "start": 487.42,
    "end": 490.42,
    "text": "but the crazy thing is it wasn't manually animated."
  },
  {
    "start": 490.84,
    "end": 493.32,
    "text": "It was trained in a physics simulation first"
  },
  {
    "start": 493.82,
    "end": 496.96,
    "text": "Using Nvidia's Isaac Sim and Newton Physics engine."
  },
  {
    "start": 497.06,
    "end": 497.58,
    "text": "Exactly"
  },
  {
    "start": 498.12,
    "end": 503.3,
    "text": "It had to literally learn how to balance and walk in a digital twin before they ever brought it into life,"
  },
  {
    "start": 504.34,
    "end": 505.32,
    "text": "which is mind-blowing."
  },
  {
    "start": 505.82,
    "end": 508.02,
    "text": "But Tom Emmerich had a really grounded take on this."
  },
  {
    "start": 508.08,
    "end": 509.18,
    "text": "He called it robot theater."
  },
  {
    "start": 509.28,
    "end": 509.52,
    "text": "Robot"
  },
  {
    "start": 509.6,
    "end": 509.86,
    "text": "Theater?"
  },
  {
    "start": 510.08,
    "end": 517.9,
    "text": "Yeah, he was discussing how these cute entertainment focused robots are necessary stepping stone for marketing and consumer acceptance."
  },
  {
    "start": 518.1,
    "end": 518.559,
    "text": "Oh I see"
  },
  {
    "start": 518.7,
    "end": 523.659,
    "text": "like before we see wide-scale industrial deployment of humanoid robots in warehouses."
  },
  {
    "start": 524.02,
    "end": 526.24,
    "text": "We need the public to get comfortable with them."
  },
  {
    "start": 526.48,
    "end": 527.64,
    "text": "that makes total sense yeah."
  },
  {
    "start": 528.0,
    "end": 533.54,
    "text": "But to actually support that wide-scale deployment at the edge, you need critical infrastructure."
  },
  {
    "start": 534.0,
    "end": 536.48,
    "text": "And that is where telecom is radically evolving."
  },
  {
    "start": 536.78,
    "end": 542.26,
    "text": "Yeah Jordan Barr and CeCe Chong were discussing how cell towers are becoming robotic AI radios."
  },
  {
    "start": 542.34,
    "end": 542.5,
    "text": "Right"
  },
  {
    "start": 542.54,
    "end": 543.54,
    "text": "creating an AI grid."
  },
  {
    "start": 544.0,
    "end": 554.26,
    "text": "Telcos are totally transforming from just selling bandwidth dollars per gigabyte distributed AI compute grids that sell inference."
  },
  {
    "start": 554.6,
    "end": 557.74,
    "text": "So if we draw a biological analogy here for the listener... Oh, let's hear it!"
  },
  {
    "start": 558.18,
    "end": 567.96,
    "text": "If the AI factory we talked about earlier is The Brain and the Agentec software is The Mind then the telecom-AIRN networks are basically becoming the nervous system."
  },
  {
    "start": 568.3,
    "end": 569.12,
    "text": "Oh, that's perfect!"
  },
  {
    "start": 569.42,
    "end": 574.48,
    "text": "Instantly transmitting reflexes down to the muscles which are the physical AI robots at the edge?"
  },
  {
    "start": 574.74,
    "end": 574.92,
    "text": "Yes"
  },
  {
    "start": 575.42,
    "end": 581.98,
    "text": "because as Guy in Correlage provided AI isn't going to break telecom networks through bandwidth."
  },
  {
    "start": 582.28,
    "end": 584.5,
    "text": "Tokens are actually tiny, eta-wise..."
  },
  {
    "start": 584.76,
    "end": 584.98,
    "text": "Right"
  },
  {
    "start": 585.18,
    "end": 590.22,
    "text": "But what it will stress is latency the uplink and this constantly always on behavior."
  },
  {
    "start": 590.86,
    "end": 592.96,
    "text": "You need that nervous system to be lightning fast."
  },
  {
    "start": 593.04,
    "end": 597.98,
    "text": "but synthesizing all of this you can design The best ai grid in the most advanced robots in the world?"
  },
  {
    "start": 598.38,
    "end": 600.56,
    "text": "They require massive amounts power right?"
  },
  {
    "start": 600.72,
    "end": 605.28,
    "text": "yeah And That Is the absolute bottleneck Of This Intelligence explosion."
  },
  {
    "start": 605.4,
    "end": 611.92,
    "text": "Yeah, Maria Cortez noted that while AI is scaling its silicon speed power Is only scaling at grid speed"
  },
  {
    "start": 612.16,
    "end": 613.92,
    "text": "and grid speed as agonizingly slow"
  },
  {
    "start": 614.04,
    "end": 618.32,
    "text": "Extremely slow which is why some players are just bypassing the traditional grid entirely."
  },
  {
    "start": 618.76,
    "end": 624.54,
    "text": "Daniel Shapiro shared how knee scale was building an eight gigawatt Islanded a i microgrid in West Virginia."
  },
  {
    "start": 624.86,
    "end": 628.86,
    "text": "eight gigawatts An islanded microgrid so they aren't even relying on the public utility."
  },
  {
    "start": 629.32,
    "end": 632.88,
    "text": "Nope entirely self-sufficient power Just to feed the compute."
  },
  {
    "start": 633.72,
    "end": 640.68,
    "text": "And to manage that scale, Schneider Electric is actually developing digital twins of these gigawatt-scale factories."
  },
  {
    "start": 640.82,
    "end": 641.08,
    "text": "Wow!"
  },
  {
    "start": 641.82,
    "end": 650.28,
    "text": "Deepak Sharma and Manish Gokal explained how they simulate the cooling and power dynamics in software before they even pour the concrete."
  },
  {
    "start": 650.38,
    "end": 656.3,
    "text": "So we are simulating the power plants that will run the simulated factories that train the simulated robot."
  },
  {
    "start": 656.36,
    "end": 656.84,
    "text": "Exactly"
  },
  {
    "start": 656.92,
    "end": 658.14,
    "text": "it's turtles all the way down."
  },
  {
    "start": 659.0,
    "end": 663.94,
    "text": "But you know amidst this infrastructure talk There is a massive human element here."
  },
  {
    "start": 664.16,
    "end": 664.64,
    "text": "Oh, for sure!"
  },
  {
    "start": 664.78,
    "end": 667.78,
    "text": "Stephanie Godos pointed out huge shift happening in Silicon Valley."
  },
  {
    "start": 668.5,
    "end": 672.0,
    "text": "Employees are starting to negotiate token budgets instead of just salaries."
  },
  {
    "start": 672.32,
    "end": 672.72,
    "text": "Wait really?"
  },
  {
    "start": 672.88,
    "end": 673.8,
    "text": "Token Budgets Yes"
  },
  {
    "start": 674.36,
    "end": 680.06,
    "text": "Because if you have a massive compute budget You can amplify your own output ten X and become one person department."
  },
  {
    "start": 680.48,
    "end": 681.48,
    "text": "So completely changes."
  },
  {
    "start": 681.56,
    "end": 682.8,
    "text": "what makes an employee valuable?"
  },
  {
    "start": 683.02,
    "end": 685.14,
    "text": "Who's Zhang actually articulated this beautifully?"
  },
  {
    "start": 685.32,
    "end": 685.38,
    "text": "What"
  },
  {
    "start": 685.42,
    "end": 685.6,
    "text": "do ya say?"
  },
  {
    "start": 686.0,
    "end": 693.6,
    "text": "He said that because AI amplifies technical execution so well, the true hard skills of the AI era are now totally intangible."
  },
  {
    "start": 693.66,
    "end": 694.14,
    "text": "Oh like what?"
  },
  {
    "start": 694.36,
    "end": 697.8,
    "text": "Like curiosity having a moral compass and the courage to"
  },
  {
    "start": 697.94,
    "end": 698.2,
    "text": "act."
  },
  {
    "start": 698.54,
    "end": 700.26,
    "text": "Wow That's powerful."
  },
  {
    "start": 700.64,
    "end": 705.28,
    "text": "So I really want to pose this directly to you The listener think about your own career for a second."
  },
  {
    "start": 706.08,
    "end": 714.44,
    "text": "If AI democratizes technical execution and levels the playing field of hard knowledge, does that mean your most valuable professional asset?"
  },
  {
    "start": 714.5,
    "end": 716.32,
    "text": "moving forward is simply your judgment?"
  },
  {
    "start": 716.78,
    "end": 717.48,
    "text": "Your character."
  },
  {
    "start": 717.96,
    "end": 718.74,
    "text": "And you're humanity?"
  },
  {
    "start": 719.22,
    "end": 728.22,
    "text": "it absolutely doesn't and we need that humanity in the room which brings up a really sobering reality check That Anita Pandy delivered from the GTC floor."
  },
  {
    "start": 728.42,
    "end": 729.74,
    "text": "right diversity warning."
  },
  {
    "start": 729.86,
    "end": 736.9,
    "text": "exactly Amidst all these technological triumphs, she noted that fewer women are present in critical rooms shaping the future."
  },
  {
    "start": 737.14,
    "end": 739.64,
    "text": "which signals a massive systemic failure."
  },
  {
    "start": 739.86,
    "end": 740.12,
    "text": "Yes,"
  },
  {
    "start": 740.76,
    "end": 744.92,
    "text": "a failure to retain the brilliant minds that we desperately need to guide this technology."
  },
  {
    "start": 745.52,
    "end": 748.64,
    "text": "We need diverse visionary leadership if you're going to navigate it safely."
  },
  {
    "start": 748.86,
    "end": 749.0,
    "text": "That"
  },
  {
    "start": 749.04,
    "end": 750.66,
    "text": "is such critical point of land on!"
  },
  {
    "start": 750.76,
    "end": 759.76,
    "text": "We've covered so much ground today from AI factories manufacturing tokens to agentic digital workers to physical robots and eight gigawatt micro grids."
  },
  {
    "start": 759.86,
    "end": 760.84,
    "text": "It's completely new world."
  },
  {
    "start": 761.28,
    "end": 761.78,
    "text": "It really is."
  },
  {
    "start": 762.28,
    "end": 767.06,
    "text": "And as we wrap up, I want to leave you with a final provocative thought to mull over on your own... Let's"
  },
  {
    "start": 767.1,
    "end": 767.32,
    "text": "hear it!"
  },
  {
    "start": 767.68,
    "end": 779.58,
    "text": "...as we shift to an era where intelligence has continuously manufactured in these AI factories What happens when the cost of generating a brilliant answer becomes cheaper than electricity required power-the-server?"
  },
  {
    "start": 779.86,
    "end": 786.42,
    "text": "Oh wow In a world of infinite answers The only true scarcity left will be ability to ask right questions."
  },
  {
    "start": 786.78,
    "end": 788.42,
    "text": "That Is A Wild Thought To End On."
  },
  {
    "start": 788.8,
    "end": 791.66,
    "text": "If you enjoyed this episode, new episodes drop every two weeks."
  },
  {
    "start": 792.3,
    "end": 802.74,
    "text": "Also check out our other editions on ICT and Tech Digital Products & Services Artificial Intelligence Cloud Sustainability in Green ICT DefenseTech and HealthTech."
  },
  {
    "start": 802.88,
    "end": 803.06,
    "text": "Keep"
  },
  {
    "start": 803.2,
    "end": 804.18,
    "text": "asking those right questions."
  },
  {
    "start": 804.26,
    "end": 807.06,
    "text": "Thank You so much for joining us And don't forget to subscribe."
  }
]