"If we want to live in a world with all the benefits AI brings, we need to make the cost of energy almost zero"Hannan P. CEO and Co-Founder of Exowatt - https://lnkd.in/e3A4heWm
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Full Professor of Innovation @Paris School of Business. Scientific Committee Member @Abu Dhabi AI Institute (ADSM).
🚨 Urgent Issue: AI's Energy Consumption 🚨 This piece highlights a paradox: AI's growing energy needs clash with our clean energy goals, keeping coal plants active longer. Innovation must align with sustainability. #AI #EnergyCrisis #Sustainability
ChatGPT: 'The Achilles heel of artificial intelligence is its energy consumption'
lemonde.fr
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Fractional / Interim CDO | CIO | CTO - Driving Digital Transformation & Innovation through Leadership & Technology Assessments
It's no secret that AI models like those behind OpenAI's ChatGPT require an astronomical amount of electricity. The process is ludicrously energy intensive, with experts estimating that the industry could soon suck up as much electricity as an entire country. #ai #chatgpt #energy #environment #generativeai #kronusfusionenergy #samaltmon #technology
Sam Altman Says AI Using Too Much Energy, Will Require Breakthrough Energy Source
futurism.com
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Buffett sounded the AI alarm last weekend, comparing it to nuclear weapons & highlighting deepfake risks. Despite this, Berkshire's empire, especially MidAmerican Energy, is set to fuel AI's growth in the next decade. Here is what Greg Abel, Buffett’s successor and chair of Berkshire Hathaway Energy (BHE), which owns MidAmerican, said: “...if we look at the demand that’s in place for MidAmerican Iowa Utility over the next, say, into the mid 2030s associated with AI and the data centers, that demand doubles in that short period of time, and it took 100 years plus to get where we are today, and now it’s going to double. And that will require substantial amounts of capital from MidAmerican and its shareholders.” The unlikely intersection between MidAmerican, Iowa, and AI supercomputers deserves more unpacking. GPT-4 was trained in the Azure supercomputer data center west of Des Moines. If we take the personification of AI to the comical extreme, you can say ChatGPT is an “Iowan.” So what’s so special about Iowa in the context of AI? What role will MidAmerican play in fueling AI advancement in the next 10 years? Please read on here: https://lnkd.in/eMdsrtk3
($) Greg Abel Will Power AI
interconnect.substack.com
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To maximize efficiency and impact of Generative AI, it's crucial to consider both data-centric and model-centric approaches in AI development. Here are two significant and related articles: https://lnkd.in/et62QAzj https://lnkd.in/ewkAETa8 The optimal choice hinges on a balance of factors: computational and energy costs, human resource investment, and speed of execution. While both methodologies will inevitably be essential, strategic planning should involve a thoughtful analysis of which approach yields the greatest return on investment for a given project. Early-stage deliberation is key to ensuring that the selected AI technology aligns with the specific requirements and constraints of the task at hand. Finally, let's not forget the choice of model Large, Medium or Compact, finely-tuned or R-A-G. Thoughts?
Sam Altman Says AI Using Too Much Energy, Will Require Breakthrough Energy Source
futurism.com
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How do we solve the future? The disruption brought about by AI is real, and it is reshaping the workforce. The jobs our children will hold in the future will be vastly different from ours today, driven by new AI- powered opportunities. Digital technology alone is no longer seen as disruptive unless it incorporates AI. Automation is evolving beyond mere efficiency to true autonomy. AI is emerging as the secret weapon to accelerate emission reduction and enhance safety in the oil and gas industry. From generating insightful analyses to autonomously operating plants and providing intelligent recommendations, AI is set to redefine the future of Energy sector It is indeed an exciting time! Let us embrace this revolution and thrive in it, augmenting our capabilities with AI rather than replacing them. By maintaining our core values and leveraging AI, we can shape a sustainable and innovative future for the oil and gas industry. Full article is published in Oil Review Middle East Magazine https://lnkd.in/dNJb6h8h #AI #Energy #Future #Innovation #OilandGas #Disruption #Revolution #GenAI #KENT
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We fully support the efforts to reduce the energy consumption by AI. As recently said by OpenAI CEO Sam Altman, we need a revolution to solve the current problem that the energy consumption is growing very fast with the increased usage of energy-consuming models, such as large language models, which success is proportional to the volume of data processed and therefore to the energy used. This is why, at FinalSpark we strive to build new generation, energy-efficient bioprocesses - which we believe will be a great alternative to silicon-based hardware as they will reduce both: - the amount of data needed for AI computations. - the energy required for data processing. https://lnkd.in/gZQQ856B
Sam Altman Says AI Using Too Much Energy, Will Require Breakthrough Energy Source
futurism.com
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CEO and Co-Founder at AlpVision and FinalSpark - Expert anticounterfeit technologies - Expert biocomputing
Increasing energy consumption by AI is an important problem, recently raised by OpenAI CEO, Sam Altman and many other experts in the field of AI. This is why at FinalSpark we are building new generation bioprocessors, from living neurons, which are estimated to consume millions of energy units less as compared to traditional silicon-based hardware. We believe that our efforts will contribute to the solving of the current challenges in energy-inefficient silicon-based processing.
We fully support the efforts to reduce the energy consumption by AI. As recently said by OpenAI CEO Sam Altman, we need a revolution to solve the current problem that the energy consumption is growing very fast with the increased usage of energy-consuming models, such as large language models, which success is proportional to the volume of data processed and therefore to the energy used. This is why, at FinalSpark we strive to build new generation, energy-efficient bioprocesses - which we believe will be a great alternative to silicon-based hardware as they will reduce both: - the amount of data needed for AI computations. - the energy required for data processing. https://lnkd.in/gZQQ856B
Sam Altman Says AI Using Too Much Energy, Will Require Breakthrough Energy Source
futurism.com
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Now THIS is what everyone outside of AI should know, and everyone inside should pay attention to. I think the real solution is more efficiency (i.e., compute breakthrough), not more power (i.e., energy breakthrough).
Sam Altman Says AI Using Too Much Energy, Will Require Breakthrough Energy Source
futurism.com
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Is AI a major drain on the world's energy supply? - Tech Xplore: Is AI a major drain on the world's energy supply? Tech Xplore http://dlvr.it/T9CD8k #ai #artificialintelligence
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AI is the current market craze, and I admit, unlike prior episodes of euphoria, I do believe AI could be the real deal and I hope it will bring a surge of productivity that could lift 100’s of millions out of global poverty. One problem, however, is that generative AI uses massive amounts of energy. A ChatGPT search uses up 10X the energy of a google search. So in the future, when AI energy demands really take off, we hope to synchronously ban ICV’s for EV’s, and phase out fossil fuels (base load) for (non-base load) renewable energy. All this while the earths population passed 8B in 2022. Oh yeah, and we don’t have the metals to expand and modernize the power grid. Still believe “net zero 2030” is possible? How about “net zero 2050 or “net zero 2500”? As for me. I suspect “net zero NOT IN MY LIFETIME”. #ai #oilandgas #renewableenergy #coal #nuclearpower
Generative AI has a clean-energy problem
economist.com
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