[
  {
    "start": 0.06,
    "end": 8.119,
    "text": "This episode is provided by Thomas Allgaier and Frennis, based on the most relevant LinkedIn posts about sustainability in green ICT in CW eight-and-nine."
  },
  {
    "start": 8.74,
    "end": 20.22,
    "text": "Frennes supports ICT enterprises with market and competitive intelligence decoding green software developments benchmarking emerging standards tracking regulatory shifts and analyzing competitor strategies."
  },
  {
    "start": 20.82,
    "end": 24.46,
    "text": "Right and just to set the expectations right up front for you today."
  },
  {
    "start": 24.5,
    "end": 29.8,
    "text": "Yeah, we're focusing on sustainability in green ICT trends seen across LinkedIn exactly"
  },
  {
    "start": 30.12,
    "end": 32.479,
    "text": "And welcome if you are joining us today."
  },
  {
    "start": 32.54,
    "end": 36.24,
    "text": "It means you care about the actual mechanics of the tech We use every day."
  },
  {
    "start": 36.92,
    "end": 39.0,
    "text": "our mission for you on this deep dive is simple?"
  },
  {
    "start": 39.2,
    "end": 46.1,
    "text": "We are we're cutting straight through the corporate fluff To uncover the operational realities of sustainable digital transformation."
  },
  {
    "start": 46.24,
    "end": 48.5,
    "text": "yeah combining the engineering The government"
  },
  {
    "start": 48.6,
    "end": 54.18,
    "text": "market signals Based entirely on curated insights from real practitioners of the last two weeks."
  },
  {
    "start": 54.62,
    "end": 58.38,
    "text": "So if you're a professional navigating this space, You aren't exactly the right place."
  },
  {
    "start": 59.0,
    "end": 62.02,
    "text": "it really has been a highly revealing couple of weeks."
  },
  {
    "start": 62.82,
    "end": 67.04,
    "text": "What stands out from the sources is a clear maturation in the industry."
  },
  {
    "start": 67.26,
    "end": 67.96,
    "text": "Oh absolutely"
  },
  {
    "start": 68.08,
    "end": 83.86,
    "text": "like sustainability and IT Is shedding its skin as just a marketing slogan or an isolated side project, it's becoming a rigorous integrated agenda where we are finally seeing real structural trade-offs being debated openly."
  },
  {
    "start": 84.14,
    "end": 85.16,
    "text": "Okay, let's unpack this."
  },
  {
    "start": 85.46,
    "end": 93.26,
    "text": "The best place to start is the sheer physical weight of the cloud specifically...the massive footprint of artificial intelligence."
  },
  {
    "start": 93.34,
    "end": 94.98,
    "text": "The green AI paradox?"
  },
  {
    "start": 95.2,
    "end": 95.56,
    "text": "Yes!"
  },
  {
    "start": 95.86,
    "end": 98.12,
    "text": "We are constantly calling it the Green AI Paradox."
  },
  {
    "start": 98.38,
    "end": 106.58,
    "text": "It is so easy to think a generative AI prompt as weightless but the physical reality behind screen its incredibly heavy."
  },
  {
    "start": 107.18,
    "end": 115.48,
    "text": "To give you a sense of the scale that weighed, Burton Kelso shared a post noting that by twenty-twenty six The data center is powering all those supposedly simple AI requests."
  },
  {
    "start": 115.74,
    "end": 117.0,
    "text": "Like generating a dinner recipe?"
  },
  {
    "start": 117.18,
    "end": 117.36,
    "text": "Right?"
  },
  {
    "start": 117.46,
    "end": 122.48,
    "text": "or summarizing in meeting they are now using more electricity than the entire country of Japan."
  },
  {
    "start": 122.88,
    "end": 132.3,
    "text": "think about for second an Entire industrialized G seven nations power grid completely eclipsed by server farms."
  },
  {
    "start": 132.54,
    "end": 134.0,
    "text": "That's just difficult to wrap your"
  },
  {
    "start": 134.04,
    "end": 134.62,
    "text": "head around."
  },
  {
    "start": 134.86,
    "end": 141.72,
    "text": "and it isn't Just Power To keep those supercomputers from melting down, they are drinking a staggering amount of water."
  },
  {
    "start": 141.94,
    "end": 148.14,
    "text": "Yes often competing directly with local farmers and residents for shared reservoirs especially during droughts."
  },
  {
    "start": 148.74,
    "end": 152.7,
    "text": "The water issue is what really caught my eye because it's so hyper-localized."
  },
  {
    "start": 153.3,
    "end": 158.1,
    "text": "Chalet Ren shared some research recently regarding the US Water Infrastructure Mismatch."
  },
  {
    "start": 158.16,
    "end": 159.22,
    "text": "that explains this perfectly."
  },
  {
    "start": 159.88,
    "end": 166.38,
    "text": "Ren points out a single data center might request six million gallons of water per day from local authority."
  },
  {
    "start": 166.9,
    "end": 167.5,
    "text": "Crazy."
  },
  {
    "start": 167.78,
    "end": 170.86,
    "text": "Right, and the bottleneck isn't the national water totals."
  },
  {
    "start": 171.26,
    "end": 174.96,
    "text": "there is no giant National Reservoir that data centers can just plug into."
  },
  {
    "start": 175.28,
    "end": 175.68,
    "text": "Exactly."
  },
  {
    "start": 175.76,
    "end": 180.02,
    "text": "you cannot easily route water across state lines The way you know."
  },
  {
    "start": 180.12,
    "end": 181.74,
    "text": "wheel electricity across a power grid."
  },
  {
    "start": 182.0,
    "end": 188.84,
    "text": "It's like trying to fill an olympic swimming pool using single garden hose connected To neighborhood thats already experiencing severe drought."
  },
  {
    "start": 189.26,
    "end": 194.48,
    "text": "Water might exist somewhere in country but local municipal pipes And community systems"
  },
  {
    "start": 195.28,
    "end": 195.8,
    "text": "Burst"
  },
  {
    "start": 196.08,
    "end": 197.7,
    "text": "under that kind of concentrated strain."
  },
  {
    "start": 198.1,
    "end": 201.02,
    "text": "The crisis is entirely about local peak demand."
  },
  {
    "start": 201.32,
    "end": 204.42,
    "text": "So the immediate question that surfaces, Is how we mitigate this?"
  },
  {
    "start": 205.04,
    "end": 208.24,
    "text": "Abhishek Karol pushed a very practical solution in his recent post."
  },
  {
    "start": 208.42,
    "end": 209.42,
    "text": "What he argues?"
  },
  {
    "start": 209.46,
    "end": 213.08,
    "text": "that green AI has become measurable down to the individual application level."
  },
  {
    "start": 213.68,
    "end": 216.92,
    "text": "You cannot just look at the data center as a monolithic entity anymore,"
  },
  {
    "start": 217.06,
    "end": 217.18,
    "text": "right?"
  },
  {
    "start": 217.22,
    "end": 218.14,
    "text": "He needs specifics."
  },
  {
    "start": 218.34,
    "end": 222.82,
    "text": "he says you need telemetry to definitively state This specific AI app."
  },
  {
    "start": 223.14,
    "end": 226.08,
    "text": "use this much energy and produce this much carbon."
  },
  {
    "start": 227.06,
    "end": 232.5,
    "text": "He's advocating for organizations to introduce hard-carbon budgets directly into their procurement decisions."
  },
  {
    "start": 232.74,
    "end": 237.7,
    "text": "So if enterprise buyers demand sustainability metrics alongside cost in latency suppliers"
  },
  {
    "start": 237.74,
    "end": 239.66,
    "text": "will have no choice but to optimize for it."
  },
  {
    "start": 239.84,
    "end": 242.62,
    "text": "I understand the logic there But doesn't that create a tracking nightmare?"
  },
  {
    "start": 243.12,
    "end": 247.58,
    "text": "And Curry offered a perspective that seems to directly challenge the granular approach."
  },
  {
    "start": 248.26,
    "end": 254.88,
    "text": "She argues trying to calculate the exact energy cost of single AI query is actually the wrong question altogether."
  },
  {
    "start": 255.32,
    "end": 259.16,
    "text": "What's fascinating here, she isn't saying we shouldn't track it... Right!"
  },
  {
    "start": 259.32,
    "end": 261.86,
    "text": "...she says we are looking through the WRONG end."
  },
  {
    "start": 263.3,
    "end": 266.0,
    "text": "She calls it the ultimate, It-Depends scenario."
  },
  {
    "start": 266.16,
    "end": 266.24,
    "text": "On"
  },
  {
    "start": 266.36,
    "end": 267.4,
    "text": "steroids basically?"
  },
  {
    "start": 267.7,
    "end": 268.24,
    "text": "Exactly!"
  },
  {
    "start": 268.78,
    "end": 277.26,
    "text": "The carbon cost of a query depends on this specific model —the time of day... ...the ambient temperature outside the data center… …the phrasing of the prompt—It's"
  },
  {
    "start": 277.32,
    "end": 278.58,
    "text": "impossible to standardize"
  },
  {
    "start": 278.84,
    "end": 279.06,
    "text": "Yes."
  },
  {
    "start": 279.48,
    "end": 287.46,
    "text": "So instead of microtracking queries she says you should be looking at the macro level – the provider's overall commitments and their grid impact."
  },
  {
    "start": 287.76,
    "end": 289.76,
    "text": "Like Google versus XAI"
  },
  {
    "start": 290.12,
    "end": 302.62,
    "text": "Right She contrasted Google which is aggressively pushing for two hundred forty seven carbon-free energy by twenty thirty four other compute against ex AI, which currently lacks public sustainability targets."
  },
  {
    "start": 302.86,
    "end": 312.48,
    "text": "So her point that enterprise leaders should use their consumer power to choose providers with systemic clean energy policies rather than stressing over the wattage of a single chat prompt."
  },
  {
    "start": 312.96,
    "end": 325.94,
    "text": "in speaking of Google's systemic policies and on learner Nesbit highlighted there approach infrastructure recently Google is planning a new, eight hundred and fifty megawatt data center powered primarily by co-located solar in wind."
  },
  {
    "start": 326.04,
    "end": 326.16,
    "text": "Which"
  },
  {
    "start": 326.2,
    "end": 326.76,
    "text": "is massive!"
  },
  {
    "start": 327.02,
    "end": 332.0,
    "text": "It isn't what's notable here that this avoids the typical behind the meter gas turbines?"
  },
  {
    "start": 332.74,
    "end": 338.6,
    "text": "Just to clarify for anyone listening who might be unfamiliar Behind the Meter usually means private localized power generator"
  },
  {
    "start": 338.92,
    "end": 340.76,
    "text": "Often a dirty gas or diesel turbine."
  },
  {
    "start": 340.84,
    "end": 341.08,
    "text": "Right,"
  },
  {
    "start": 341.18,
    "end": 350.22,
    "text": "that data center builds on its own property to bypass delays and getting connected to the main public grid by integrating renewables And battery storage directly."
  },
  {
    "start": 350.64,
    "end": 354.32,
    "text": "Google is projecting an eighty three percent reduction in emissions."
  },
  {
    "start": 354.46,
    "end": 354.58,
    "text": "That"
  },
  {
    "start": 354.64,
    "end": 356.28,
    "text": "Is A massive Reduction On Paper."
  },
  {
    "start": 356.86,
    "end": 359.34,
    "text": "But Infrastructure Decisions Do Not Happen In A Vacuum."
  },
  {
    "start": 359.4,
    "end": 362.56,
    "text": "They Happened In A Highly Complex Political And Regulatory Context."
  },
  {
    "start": 363.2,
    "end": 368.7,
    "text": "Boris Gamazachikov highlighted a very specific dynamic recently regarding the Ratepayer Protection Pledge."
  },
  {
    "start": 369.24,
    "end": 373.32,
    "text": "This is voluntary commitment signed by major tech firms regarding power for data centers."
  },
  {
    "start": 373.78,
    "end": 383.24,
    "text": "And just to pause here, to be absolutely clear We are simply reporting the observations from source material here without endorsing any political viewpoint."
  },
  {
    "start": 383.5,
    "end": 385.58,
    "text": "Absolutely, we're completely impartial on this."
  },
  {
    "start": 385.66,
    "end": 387.28,
    "text": "We just looking at market signals"
  },
  {
    "start": 387.5,
    "end": 387.96,
    "text": "Exactly!"
  },
  {
    "start": 388.54,
    "end": 399.9,
    "text": "So Boris points out that while clean energy could technically meet commitments of this pledge The specific political framing of a pledge targets quote-unquote unreliable energy subsidies."
  },
  {
    "start": 400.94,
    "end": 406.98,
    "text": "In practice, he notes this particular framing might actually favor the expansion of fossil fuels."
  },
  {
    "start": 407.24,
    "end": 407.52,
    "text": "Oh so"
  },
  {
    "start": 407.92,
    "end": 416.46,
    "text": "because it essentially provides cover to build more of those behind-the-meter gas and backup diesel generators you just mentioned rather than waiting for renewable infrastructure to scale."
  },
  {
    "start": 416.7,
    "end": 416.84,
    "text": "Wow"
  },
  {
    "start": 417.06,
    "end": 420.62,
    "text": "that completely alters The trajectory of those emission reduction goals."
  },
  {
    "start": 420.7,
    "end": 423.86,
    "text": "It does And we are seeing these tensions play out globally."
  },
  {
    "start": 424.14,
    "end": 431.3,
    "text": "Dr Daniel CFN and Maria Apple Morales highlighted the core paradox playing out in Southeast Asia right now."
  },
  {
    "start": 431.76,
    "end": 437.42,
    "text": "You have Singapore, Malaysia and Indonesia racing to build AI data centers to capture market share."
  },
  {
    "start": 437.64,
    "end": 442.48,
    "text": "this is heavily straining local grids that are still deeply reliant on fossil fuels."
  },
  {
    "start": 443.08,
    "end": 450.38,
    "text": "but The flip side the paradox This very same AI is being deployed to optimize those regions."
  },
  {
    "start": 450.6,
    "end": 452.24,
    "text": "Like running smart building systems?"
  },
  {
    "start": 452.36,
    "end": 455.7,
    "text": "Exactly, which radically cuts urban energy use."
  },
  {
    "start": 456.12,
    "end": 460.22,
    "text": "and it's driving precision agriculture that reduces water waste in farming."
  },
  {
    "start": 460.64,
    "end": 467.54,
    "text": "It's a delicate balancing act And we have to be incredibly careful about assuming those optimization gains will just save us Right."
  },
  {
    "start": 468.04,
    "end": 468.24,
    "text": "Dr."
  },
  {
    "start": 468.3,
    "end": 471.2,
    "text": "Sascha Lucioni brought up critical warning of the Jevons Paradox."
  },
  {
    "start": 471.92,
    "end": 481.12,
    "text": "If you aren't familiar with the Jeffens paradox as an economic principle where technological progress increases the efficiency of a resource, but because it becomes cheaper and more efficient."
  },
  {
    "start": 481.44,
    "end": 485.18,
    "text": "The overall rate of consumption actually explodes at backfires exactly."
  },
  {
    "start": 485.84,
    "end": 495.18,
    "text": "Dr Lucioni points out that the efficiency gains in AI hardware and software are currently being entirely swallowed up by the massive energy rebound effects of generative AI."
  },
  {
    "start": 495.44,
    "end": 497.44,
    "text": "we make them models ten percent more efficient"
  },
  {
    "start": 497.58,
    "end": 499.14,
    "text": "so people use him fifty percent more often"
  },
  {
    "start": 499.48,
    "end": 503.42,
    "text": "which means we cannot rely solely on the hardware engineers to fix this."
  },
  {
    "start": 503.58,
    "end": 505.18,
    "text": "The software developers have to step up."
  },
  {
    "start": 506.02,
    "end": 506.1,
    "text": "if"
  },
  {
    "start": 506.2,
    "end": 511.16,
    "text": "the code running on those servers is bloated, it doesn't matter how green the power source is"
  },
  {
    "start": 511.6,
    "end": 511.82,
    "text": "right?"
  },
  {
    "start": 511.98,
    "end": 513.539,
    "text": "Which brings us to Yuna Morgenstern."
  },
  {
    "start": 513.919,
    "end": 514.159,
    "text": "Yes."
  },
  {
    "start": 514.919,
    "end": 518.64,
    "text": "You know Morgan Stern's thoughts on Green Software and engineering for efficiency."
  },
  {
    "start": 519.46,
    "end": 522.299,
    "text": "she made a really compelling plea for minimalism in coding."
  },
  {
    "start": 522.9,
    "end": 523.6,
    "text": "I loved her quote."
  },
  {
    "start": 524.02,
    "end": 526.06,
    "text": "your business fits on a raspberry PI."
  },
  {
    "start": 526.48,
    "end": 527.22,
    "text": "It is a great image."
  },
  {
    "start": 527.54,
    "end": 535.76,
    "text": "A Raspberry Pi low-power computer, and she uses it to point out how incredibly bloated modern software has become."
  },
  {
    "start": 536.38,
    "end": 544.22,
    "text": "Outside of the massive hyperscalars most companies deploy fleeps over engineered microservices just to render a few text boxes on screen."
  },
  {
    "start": 544.48,
    "end": 544.92,
    "text": "Exactly!"
  },
  {
    "start": 545.1,
    "end": 557.4,
    "text": "She's championing green code not as some trendy ESG marketing gimmick but as core senior engineering discipline about returning real engineering optimizing compute cycles cutting computational waste."
  },
  {
    "start": 557.78,
    "end": 559.1,
    "text": "The DEA supports her urgency."
  },
  {
    "start": 559.44,
    "end": 561.0,
    "text": "Tim Prosser shares some sobering numbers."
  },
  {
    "start": 561.28,
    "end": 564.96,
    "text": "The ICT sector currently emits two to four percent of global greenhouse gases."
  },
  {
    "start": 565.34,
    "end": 569.78,
    "text": "That puts the tech industry roughly on par with the entire aviation industry."
  },
  {
    "start": 570.14,
    "end": 580.64,
    "text": "Yeah, Prossor notes that fundamental architectural choices like choosing compiled languages over interpreted languages can drastically impact that energy footprint."
  },
  {
    "start": 581.18,
    "end": 584.92,
    "text": "Let's break that down for a second because I think it is crucial distinction to any developer listening."
  },
  {
    "start": 585.24,
    "end": 589.5,
    "text": "Why does the programming language actually dictate energy drawn from grid?"
  },
  {
    "start": 590.08,
    "end": 593.72,
    "text": "It comes down how computer processes instructions."
  },
  {
    "start": 594.52,
    "end": 600.98,
    "text": "Think of compiled languages like translating book into another language once, printing and anyone can read whenever they want."
  },
  {
    "start": 601.32,
    "end": 602.04,
    "text": "Highly efficient!"
  },
  {
    "start": 603.3,
    "end": 606.58,
    "text": "An interpreted language, on the other hand is like having a live translator."
  },
  {
    "start": 606.68,
    "end": 611.34,
    "text": "follow you around translating your words On The Fly sentence by sentence every single time."
  },
  {
    "start": 611.4,
    "end": 611.76,
    "text": "You speak"
  },
  {
    "start": 612.18,
    "end": 613.26,
    "text": "that sounds exhausting."
  },
  {
    "start": 613.4,
    "end": 614.16,
    "text": "it Is for the machine?"
  },
  {
    "start": 614.32,
    "end": 621.84,
    "text": "It requires a processor to work much harder Continuously burning CPU cycles which translates directly into burning more electricity."
  },
  {
    "start": 622.1,
    "end": 628.86,
    "text": "That makes perfect sense and Lenny Keeloman shared a tangible win regarding exactly this kind of optimization."
  },
  {
    "start": 629.3,
    "end": 633.9,
    "text": "She highlighted a green coating pilot conducted by DSM Fermanic and Accenture."
  },
  {
    "start": 634.12,
    "end": 634.44,
    "text": "Oh, right!"
  },
  {
    "start": 634.84,
    "end": 644.5,
    "text": "By stripping out the bloat in focusing on energy efficient software design they save the energy equivalent of driving an electric vehicle all the way from Paris to Bangkok."
  },
  {
    "start": 644.88,
    "end": 646.02,
    "text": "That is incredible."
  },
  {
    "start": 646.28,
    "end": 656.38,
    "text": "When you translate code efficiency into real world physical metrics like that it suddenly makes the abstract concept of Green Software something whole engineering team can rally around."
  },
  {
    "start": 656.7,
    "end": 665.84,
    "text": "It anchors this concept reality And looking toward the immediate future, Anita Schuttler shared some predictions for twenty-twenty six that complicate this even further."
  },
  {
    "start": 666.08,
    "end": 666.16,
    "text": "What"
  },
  {
    "start": 666.2,
    "end": 666.74,
    "text": "does she predict?"
  },
  {
    "start": 667.2,
    "end": 676.2,
    "text": "She anticipates the massive rise of agentic coding where AI agents autonomously write and speed up software development but she warns if we unleash AI to right code."
  },
  {
    "start": 676.56,
    "end": 678.54,
    "text": "it requires strict resource guardrails."
  },
  {
    "start": 678.92,
    "end": 684.34,
    "text": "We need systems that automatically select smallest most efficient AI model for a specific"
  },
  {
    "start": 684.42,
    "end": 688.08,
    "text": "task Yes rather than defaulting into the most power hungry model every time."
  },
  {
    "start": 688.44,
    "end": 689.88,
    "text": "She also mentioned local AI,"
  },
  {
    "start": 689.96,
    "end": 690.26,
    "text": "didn't she?"
  },
  {
    "start": 690.58,
    "end": 690.78,
    "text": "Yes."
  },
  {
    "start": 691.1,
    "end": 692.5,
    "text": "And that is a massive trend."
  },
  {
    "start": 692.98,
    "end": 697.78,
    "text": "instead of sending every single prompt to a centralized... energy-hungry cloud data center."
  },
  {
    "start": 698.44,
    "end": 703.54,
    "text": "Local AI means running smaller, highly specific models directly on edge devices"
  },
  {
    "start": 703.78,
    "end": 706.34,
    "text": "like your laptop or phone or a local server."
  },
  {
    "start": 706.46,
    "end": 706.88,
    "text": "exactly."
  },
  {
    "start": 707.16,
    "end": 715.5,
    "text": "it boosts data privacy reduces reliance on proprietary tech giants and utilizes whatever local decentralized green power you might have."
  },
  {
    "start": 716.1,
    "end": 721.42,
    "text": "It essentially bypasses the massive datacenter transmission bottleneck entirely for everyday tasks."
  },
  {
    "start": 721.7,
    "end": 723.36,
    "text": "Here's where it gets really interesting though."
  },
  {
    "start": 723.84,
    "end": 728.82,
    "text": "You can have the leanest code the smartest local AI and the greenest data centers in the world."
  },
  {
    "start": 729.32,
    "end": 731.32,
    "text": "But it all operates within human systems, right?"
  },
  {
    "start": 731.7,
    "end": 736.0,
    "text": "Technology requires rules accountability And above All people to drive The change"
  },
  {
    "start": 736.1,
    "end": 741.98,
    "text": "which is why the governance landscape Is rapidly shifting Right now from voluntary corporate pledges Demanded to our regulations."
  },
  {
    "start": 742.5,
    "end": 745.62,
    "text": "Rebekah Lee Al posted about Singapore's proposed Digital Infrastructure"
  },
  {
    "start": 745.72,
    "end": 745.88,
    "text": "Act."
  },
  {
    "start": 745.94,
    "end": 747.06,
    "text": "This is a major structural"
  },
  {
    "start": 747.16,
    "end": 747.4,
    "text": "shift."
  },
  {
    "start": 747.58,
    "end": 747.86,
    "text": "It Is."
  },
  {
    "start": 748.4,
    "end": 755.38,
    "text": "They are moving from encouraging best practices to enforcing legal standards for power efficiency and service resilience in data centers."
  },
  {
    "start": 756.0,
    "end": 758.1,
    "text": "If you don't meet the standard, You Don't Operate"
  },
  {
    "start": 758.26,
    "end": 768.66,
    "text": "And that regulatory tightening is happening alongside massive shifts on the legal system itself as Morelda Colombo provided some deep insights into the evolution of net zero litigation."
  },
  {
    "start": 769.1,
    "end": 772.08,
    "text": "Yeah, we are seeing courts actively shifting the burden of"
  },
  {
    "start": 772.14,
    "end": 772.38,
    "text": "proof."
  },
  {
    "start": 772.72,
    "end": 778.58,
    "text": "It is no longer enough for a company to just publish a glossy sustainability report with a green claim."
  },
  {
    "start": 779.34,
    "end": 787.12,
    "text": "Corporations are being held legally accountable for greenwashing and their voluntary commitments are being actively scrutinized under procedural law."
  },
  {
    "start": 787.56,
    "end": 792.08,
    "text": "The liability's becoming very real And Nils Giesen offered a thought on this."
  },
  {
    "start": 792.14,
    "end": 793.76,
    "text": "that pushes the boundary even further."
  },
  {
    "start": 794.28,
    "end": 799.2,
    "text": "He argues that sustainable IT, two point oh needs robust social and governance layer"
  },
  {
    "start": 799.3,
    "end": 803.62,
    "text": "because it is no longer just an engineering question of how energy efficient our software is"
  },
  {
    "start": 803.74,
    "end": 804.26,
    "text": "exactly."
  },
  {
    "start": 804.34,
    "end": 808.08,
    "text": "we have to ask The Governance Question what does This Software actually being used for?"
  },
  {
    "start": 808.46,
    "end": 809.46,
    "text": "That Is A crucial Point."
  },
  {
    "start": 810.2,
    "end": 817.42,
    "text": "Giesen points out that in military and dual-use contexts, a hallucinating AI doesn't just result in a badly written newsletter."
  },
  {
    "start": 817.96,
    "end": 819.82,
    "text": "It causes real physical harm."
  },
  {
    "start": 821.42,
    "end": 828.28,
    "text": "If we are talking about sustainability in a holistic sense, responsibility and safety have to be part of the development chain."
  },
  {
    "start": 828.38,
    "end": 830.14,
    "text": "It cannot just be about carbon!"
  },
  {
    "start": 830.28,
    "end": 830.34,
    "text": "And"
  },
  {
    "start": 830.4,
    "end": 837.06,
    "text": "if you connect us with that bigger picture... That sense of deep responsibility has been embedded into actual workplace culture."
  },
  {
    "start": 837.42,
    "end": 842.52,
    "text": "You can't mandate transformation like this from top down and expect it work without team."
  },
  {
    "start": 843.48,
    "end": 848.28,
    "text": "Drew Wilkinson outlined five key barriers to employee engagement and sustainability."
  },
  {
    "start": 848.78,
    "end": 853.82,
    "text": "He lists lack of time, lack of education ,lack of place or channels to contribute ."
  },
  {
    "start": 854.1,
    "end": 858.04,
    "text": "Lack of aligning culture and crucially lack of relevance to their specific"
  },
  {
    "start": 858.14,
    "end": 858.32,
    "text": "role."
  },
  {
    "start": 858.62,
    "end": 864.42,
    "text": "because if sustainability feels like extra work bolted onto a developer's day job that transformation stalls entirely."
  },
  {
    "start": 864.68,
    "end": 867.32,
    "text": "you have to activate the ninety-nine percent employees who don't."
  },
  {
    "start": 869.66,
    "end": 873.02,
    "text": "And speaking of the people driving this transformation, Dr."
  },
  {
    "start": 873.12,
    "end": 877.82,
    "text": "Katya Shavan shared an incredible piece of historical context that we all need to hear."
  },
  {
    "start": 878.5,
    "end": 882.66,
    "text": "She reminded us women have been a hidden backbone for IT from the very beginning"
  },
  {
    "start": 883.04,
    "end": 887.8,
    "text": "From Ada Lovelace To The Women Serving As Human Computers In World War II all"
  },
  {
    "start": 887.9,
    "end": 891.76,
    "text": "the way to modern CIOs and chief sustainability officers."
  },
  {
    "start": 891.82,
    "end": 894.84,
    "text": "It is a lineage of innovation that often gets completely overlooked."
  },
  {
    "start": 895.04,
    "end": 895.66,
    "text": "Completely,"
  },
  {
    "start": 895.98,
    "end": 896.22,
    "text": "Dr."
  },
  {
    "start": 896.26,
    "end": 909.14,
    "text": "Chabon points out despite facing ongoing structural biases uneven access to venture funding in disproportionately small share overall climate tech investment women are currently at absolute forefront."
  },
  {
    "start": 909.34,
    "end": 912.04,
    "text": "driving this climate aligned digital transformation."
  },
  {
    "start": 912.32,
    "end": 913.56,
    "text": "it's powerful reminder."
  },
  {
    "start": 913.82,
    "end": 915.26,
    "text": "diversity isn't just metric."
  },
  {
    "start": 916.08,
    "end": 921.2,
    "text": "It directly improves innovation and performance in solving these massive sustainability challenges."
  },
  {
    "start": 921.38,
    "end": 931.48,
    "text": "The human element truly is the engine, which leads us perfectly into the final area we need to cover—the physical lifecycle of our devices... ...and cold hard math running a climate tech business!"
  },
  {
    "start": 932.12,
    "end": 933.74,
    "text": "Let's shift to hardware life cycle."
  },
  {
    "start": 934.14,
    "end": 936.3,
    "text": "I really liked Didier Appel's insight on this."
  },
  {
    "start": 936.62,
    "end": 940.78,
    "text": "He suggested that we reframe the whole concept of IT asset disposition."
  },
  {
    "start": 941.44,
    "end": 945.34,
    "text": "Even the phrase asset disposition sounds like you were just throwing things into a landfill."
  },
  {
    "start": 945.6,
    "end": 945.76,
    "text": "Yeah,"
  },
  {
    "start": 946.38,
    "end": 949.52,
    "text": "he wants to reframe it into circular life cycle services."
  },
  {
    "start": 949.98,
    "end": 957.02,
    "text": "It is a mindset shift prioritizing refurbishment redeployment and recycling over a linear buy use-and-replace model because"
  },
  {
    "start": 957.1,
    "end": 959.78,
    "text": "changing The wording changes the operational mind set"
  },
  {
    "start": 959.9,
    "end": 964.66,
    "text": "exactly And Brandon Smith shared a massive success story proving that this works in practice."
  },
  {
    "start": 965.28,
    "end": 968.82,
    "text": "He outlined a partnership between human IT and national grid."
  },
  {
    "start": 969.14,
    "end": 969.74,
    "text": "I read about that."
  },
  {
    "start": 969.86,
    "end": 980.16,
    "text": "by collaborating and actually operationalizing circular IT principles, they rocketed their device reuse rates from roughly fifty percent to over ninety percent in a single year."
  },
  {
    "start": 980.32,
    "end": 981.48,
    "text": "That's incredible progress!"
  },
  {
    "start": 981.58,
    "end": 986.44,
    "text": "It isn't just the theoretical goal that is measurable physical sustainability on this supply chain."
  },
  {
    "start": 986.86,
    "end": 993.16,
    "text": "This raises an important question though for the businesses and startups actually trying to build these solutions."
  },
  {
    "start": 993.82,
    "end": 996.32,
    "text": "How do they survive long enough to make an impact?"
  },
  {
    "start": 996.52,
    "end": 997.74,
    "text": "That is a real challenge!"
  },
  {
    "start": 998.04,
    "end": 1010.08,
    "text": "Chris Wedding provided his stark reality check, he pointed out that climate tech doesn't die in the pitch deck it dies on the factory floor."
  },
  {
    "start": 1010.76,
    "end": 1013.8,
    "text": "Can you clarify that for the listeners who might be more on this software side?"
  },
  {
    "start": 1014.34,
    "end": 1018.62,
    "text": "What do we mean when say it dies in the unit economics rather than market size."
  },
  {
    "start": 1019.32,
    "end": 1025.319,
    "text": "Think of like trying to franchise a new restaurant, It doesn't matter if millions people want your burgers or total addressable markets."
  },
  {
    "start": 1025.579,
    "end": 1031.02,
    "text": "If costs five dollars make burger and sell four dollars You lose money every single transaction."
  },
  {
    "start": 1031.079,
    "end": 1031.88,
    "text": "That is bad."
  },
  {
    "start": 1032.04,
    "end": 1032.64,
    "text": "unit economic"
  },
  {
    "start": 1032.76,
    "end": 1037.28,
    "text": "Exactly In climate tech are dealing with capex heavy assets."
  },
  {
    "start": 1038.119,
    "end": 1042.4,
    "text": "That means massive upfront capital expenditures to build physical infrastructure."
  },
  {
    "start": 1043.16,
    "end": 1046.859,
    "text": "When you have long deployment cycles, operational discipline is everything."
  },
  {
    "start": 1046.98,
    "end": 1048.94,
    "text": "Process yields installation times"
  },
  {
    "start": 1049.04,
    "end": 1052.68,
    "text": "warranty reserves These are the metrics that determine survival."
  },
  {
    "start": 1053.3,
    "end": 1054.02,
    "text": "as wedding puts it."
  },
  {
    "start": 1054.5,
    "end": 1056.62,
    "text": "Operational Discipline Is The New Storytelling."
  },
  {
    "start": 1057.0,
    "end": 1057.9,
    "text": "You don't scale a company."
  },
  {
    "start": 1058.38,
    "end": 1059.32,
    "text": "use scale processes"
  },
  {
    "start": 1059.84,
    "end": 1065.7,
    "text": "and if the process isn't profitable at the unit level Scaling it just multiplies the financial damage."
  },
  {
    "start": 1065.88,
    "end": 1069.92,
    "text": "Flashy market-sized projections cannot hide sloppy operational"
  },
  {
    "start": 1070.0,
    "end": 1070.36,
    "text": "math."
  },
  {
    "start": 1071.0,
    "end": 1073.14,
    "text": "So what does this all mean for you listening?"
  },
  {
    "start": 1073.82,
    "end": 1078.06,
    "text": "Over the past two weeks, The conversation across LinkedIn has made it abundantly clear."
  },
  {
    "start": 1078.48,
    "end": 1080.72,
    "text": "Sustainability and digital tech have grown up."
  },
  {
    "start": 1080.94,
    "end": 1081.58,
    "text": "It really has!"
  },
  {
    "start": 1081.9,
    "end": 1090.6,
    "text": "It is a core operational engineering & governance discipline Whether its auditing local water strain of an AI data center"
  },
  {
    "start": 1090.78,
    "end": 1093.88,
    "text": "Choosing compiled language to write leaner code."
  },
  {
    "start": 1094.1,
    "end": 1097.7,
    "text": "Navigating the new legal realities of net zero litigation or"
  },
  {
    "start": 1097.8,
    "end": 1100.76,
    "text": "proving the unit economics of a circular IT supply chain,"
  },
  {
    "start": 1100.98,
    "end": 1103.48,
    "text": "it is all one deeply integrated ecosystem."
  },
  {
    "start": 1103.66,
    "end": 1106.54,
    "text": "if you enjoyed this episode New episodes drop every two weeks."
  },
  {
    "start": 1107.24,
    "end": 1114.92,
    "text": "Also check out our other editions on cloud digital products and services artificial intelligence an ICT in tech insights health tech defense Tech."
  },
  {
    "start": 1115.32,
    "end": 1119.4,
    "text": "Thank You so much for joining us on this deep dive And don't forget to subscribe So you never miss an update."
  },
  {
    "start": 1119.94,
    "end": 1123.62,
    "text": "And before you go, I want to leave you with one final provocative thought to mull over."
  },
  {
    "start": 1124.1,
    "end": 1126.98,
    "text": "Drawing on some brilliant insights shared by Karen van der Zanden."
  },
  {
    "start": 1127.82,
    "end": 1138.94,
    "text": "We spend so much time in this industry optimizing for the bottom line But are we as a cultured too hyper focus on mere efficiency instead of just being passive consumers?"
  },
  {
    "start": 1139.0,
    "end": 1144.02,
    "text": "Of these digital tools how can you step up to become a co-architect at The Future Digital Market?"
  },
  {
    "start": 1144.36,
    "end": 1145.24,
    "text": "That's a great question."
  },
  {
    "start": 1145.4,
    "end": 1151.66,
    "text": "How do we build a landscape where sustainability and digital sovereignty carry exactly as much weight in the boardroom, at speed and cost?"
  },
  {
    "start": 1152.06,
    "end": 1153.62,
    "text": "Something to think about until next time!"
  }
]