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environment https://coldaitimes.com/publications/news/power-binding-constraint-ai/ https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres. https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Macro photograph of a silicon wafer representing leading-edge semiconductor manufacturing concentration. https://images.unsplash.com/photo-1518770660439-4636190af475?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer fabrication facility with robotic manufacturing equipment and silicon wafers https://coldaitimes.com/publications/news/quantum-error-correction-milestones/ https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. 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digital dollar coins flowing through fragmented blockchain infrastructure https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://coldaitimes.com/publications/news/stanford-ai-index-captures-technology-at-inflection-point-between-capability-and/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption 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Abstract visualization of digital dollar coins flowing through fragmented blockchain infrastructure https://coldaitimes.com/publications/news/tag/defi security/ https://images.unsplash.com/photo-1518546305927-5a555bb7020d?w=1600&q=80&auto=format&fit=crop Abstract visualization of digital dollar coins flowing through fragmented blockchain infrastructure https://coldaitimes.com/publications/news/tag/crypto regulation/ https://images.unsplash.com/photo-1518546305927-5a555bb7020d?w=1600&q=80&auto=format&fit=crop Abstract visualization of digital dollar coins flowing through fragmented blockchain infrastructure https://coldaitimes.com/publications/news/tag/aave/ https://images.unsplash.com/photo-1518546305927-5a555bb7020d?w=1600&q=80&auto=format&fit=crop Abstract visualization of digital dollar coins flowing through fragmented blockchain infrastructure https://coldaitimes.com/publications/news/tag/tether/ https://images.unsplash.com/photo-1518546305927-5a555bb7020d?w=1600&q=80&auto=format&fit=crop Abstract visualization of digital dollar coins flowing through fragmented blockchain infrastructure https://coldaitimes.com/publications/news/tag/quantum computing/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://coldaitimes.com/publications/news/tag/nvidia/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://coldaitimes.com/publications/news/tag/ibm quantum/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://coldaitimes.com/publications/news/tag/d-wave/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://coldaitimes.com/publications/news/tag/quantum algorithms/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://coldaitimes.com/publications/news/tag/quantum stocks/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://coldaitimes.com/publications/news/tag/open-weights/ https://images.unsplash.com/photo-1655720828018-edd2daec9349?w=1600&q=80&auto=format&fit=crop Stylised glowing chip visualisation representing the economics of open-weights AI model inference. https://coldaitimes.com/publications/news/tag/llama/ https://images.unsplash.com/photo-1655720828018-edd2daec9349?w=1600&q=80&auto=format&fit=crop Stylised glowing chip visualisation representing the economics of open-weights AI model inference. https://coldaitimes.com/publications/news/tag/inference/ https://images.unsplash.com/photo-1655720828018-edd2daec9349?w=1600&q=80&auto=format&fit=crop Stylised glowing chip visualisation representing the economics of open-weights AI model inference. https://coldaitimes.com/publications/news/tag/model-economics/ https://images.unsplash.com/photo-1655720828018-edd2daec9349?w=1600&q=80&auto=format&fit=crop Stylised glowing chip visualisation representing the economics of open-weights AI model inference. https://coldaitimes.com/publications/news/tag/pricing/ https://images.unsplash.com/photo-1655720828018-edd2daec9349?w=1600&q=80&auto=format&fit=crop Stylised glowing chip visualisation representing the economics of open-weights AI model inference. https://coldaitimes.com/publications/news/tag/post-quantum/ https://images.unsplash.com/photo-1635070041078-e363dbe005cb?w=1600&q=80&auto=format&fit=crop Glowing abstract qubit visualisation representing quantum computing and post-quantum cryptography migration pressure. https://coldaitimes.com/publications/news/tag/nist/ https://images.unsplash.com/photo-1635070041078-e363dbe005cb?w=1600&q=80&auto=format&fit=crop Glowing abstract qubit visualisation representing quantum computing and post-quantum cryptography migration pressure. https://coldaitimes.com/publications/news/tag/ml-kem/ https://images.unsplash.com/photo-1635070041078-e363dbe005cb?w=1600&q=80&auto=format&fit=crop Glowing abstract qubit visualisation representing quantum computing and post-quantum cryptography migration pressure. https://coldaitimes.com/publications/news/tag/cryptography/ https://images.unsplash.com/photo-1635070041078-e363dbe005cb?w=1600&q=80&auto=format&fit=crop Glowing abstract qubit visualisation representing quantum computing and post-quantum cryptography migration pressure. https://coldaitimes.com/publications/news/tag/compliance/ https://images.unsplash.com/photo-1635070041078-e363dbe005cb?w=1600&q=80&auto=format&fit=crop Glowing abstract qubit visualisation representing quantum computing and post-quantum cryptography migration pressure. https://coldaitimes.com/publications/news/tag/data-centers/ https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres. https://coldaitimes.com/publications/news/tag/energy/ https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres. https://coldaitimes.com/publications/news/tag/nuclear/ https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres. https://coldaitimes.com/publications/news/tag/grid/ https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres. https://coldaitimes.com/publications/news/tag/ai-infrastructure/ https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres. https://coldaitimes.com/publications/news/tag/quantum-error-correction/ https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. https://coldaitimes.com/publications/news/tag/willow/ https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. https://coldaitimes.com/publications/news/tag/fault-tolerance/ https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. https://coldaitimes.com/publications/news/tag/surface-code/ https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. https://coldaitimes.com/publications/news/tag/logical-qubits/ https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. https://coldaitimes.com/publications/news/tag/semiconductors/ https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer manufacturing facility with automated equipment and clean room environment https://images.unsplash.com/photo-1518770660439-4636190af475?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer with nanometer-scale chip patterns under clean room lighting https://coldaitimes.com/publications/news/tag/geopolitics/ https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer manufacturing facility with automated equipment and clean room environment https://images.unsplash.com/photo-1518770660439-4636190af475?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer with nanometer-scale chip patterns under clean room lighting https://coldaitimes.com/publications/news/tag/manufacturing/ https://images.unsplash.com/photo-1518770660439-4636190af475?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer with nanometer-scale chip patterns under clean room lighting https://coldaitimes.com/publications/news/tag/euv/ https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Macro photograph of a silicon wafer representing leading-edge semiconductor manufacturing concentration. https://coldaitimes.com/publications/news/tag/supply-chain/ https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Macro photograph of a silicon wafer representing leading-edge semiconductor manufacturing concentration. https://coldaitimes.com/publications/news/tag/european chip industry/ https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer manufacturing facility with automated equipment and clean room environment https://coldaitimes.com/publications/news/tag/crypto-regulation/ https://images.unsplash.com/photo-1639762681485-074b7f938ba0?w=1600&q=80&auto=format&fit=crop US Capitol building with digital dollar symbols and regulatory framework diagrams overlay https://coldaitimes.com/publications/news/tag/parity-act/ https://images.unsplash.com/photo-1639762681485-074b7f938ba0?w=1600&q=80&auto=format&fit=crop US Capitol building with digital dollar symbols and regulatory framework diagrams overlay https://coldaitimes.com/publications/news/tag/clarity-act/ https://images.unsplash.com/photo-1639762681485-074b7f938ba0?w=1600&q=80&auto=format&fit=crop US Capitol building with digital dollar symbols and regulatory framework diagrams overlay https://coldaitimes.com/publications/news/tag/defi-security/ https://images.unsplash.com/photo-1639762681485-074b7f938ba0?w=1600&q=80&auto=format&fit=crop US Capitol building with digital dollar symbols and regulatory framework diagrams overlay https://coldaitimes.com/publications/news/tag/usdt/ https://images.unsplash.com/photo-1639762681485-074b7f938ba0?w=1600&q=80&auto=format&fit=crop US Capitol building with digital dollar symbols and regulatory framework diagrams overlay https://coldaitimes.com/publications/news/tag/usdc/ https://images.unsplash.com/photo-1605792657660-596af9009e82?w=1600&q=80&auto=format&fit=crop Stack of US dollar and euro notes overlaid with blockchain network graphics representing stablecoin transfers. https://coldaitimes.com/publications/news/tag/mica/ https://images.unsplash.com/photo-1605792657660-596af9009e82?w=1600&q=80&auto=format&fit=crop Stack of US dollar and euro notes overlaid with blockchain network graphics representing stablecoin transfers. https://coldaitimes.com/publications/news/tag/cross-border-payments/ https://images.unsplash.com/photo-1605792657660-596af9009e82?w=1600&q=80&auto=format&fit=crop Stack of US dollar and euro notes overlaid with blockchain network graphics representing stablecoin transfers. https://coldaitimes.com/publications/news/tag/regulation/ https://images.unsplash.com/photo-1605792657660-596af9009e82?w=1600&q=80&auto=format&fit=crop Stack of US dollar and euro notes overlaid with blockchain network graphics representing stablecoin transfers. https://coldaitimes.com/publications/news/tag/stanford ai index/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://coldaitimes.com/publications/news/tag/ai adoption/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://coldaitimes.com/publications/news/tag/workforce displacement/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://coldaitimes.com/publications/news/tag/model training bias/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://coldaitimes.com/publications/news/tag/ai valuation/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://coldaitimes.com/publications/news/tag/jagged intelligence/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://coldaitimes.com/publications/news/tag/ai labor displacement/ https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://coldaitimes.com/publications/news/tag/snap layoffs/ https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://coldaitimes.com/publications/news/tag/ai bias/ https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://coldaitimes.com/publications/news/tag/ai capabilities/ https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://coldaitimes.com/publications/news/tag/ai index/ https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://coldaitimes.com/publications/news/tag/stanford hai/ https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://coldaitimes.com/publications/news/tag/workforce automation/ https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://coldaitimes.com/publications/news/tag/synthetic data/ https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://coldaitimes.com/publications/news/tag/anthropic/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/claude-mythos/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/openai/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/ai-governance/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/cybersecurity/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/china-ai/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/workforce-displacement/ https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://coldaitimes.com/publications/news/tag/tokenization/ https://images.unsplash.com/photo-1640340434855-6084b1f4901c?w=1600&q=80&auto=format&fit=crop Abstract financial chart and ledger graphics representing tokenised treasury products and on-chain real-world assets. https://coldaitimes.com/publications/news/tag/rwa/ https://images.unsplash.com/photo-1640340434855-6084b1f4901c?w=1600&q=80&auto=format&fit=crop Abstract financial chart and ledger graphics representing tokenised treasury products and on-chain real-world assets. https://coldaitimes.com/publications/news/tag/treasuries/ https://images.unsplash.com/photo-1640340434855-6084b1f4901c?w=1600&q=80&auto=format&fit=crop Abstract financial chart and ledger graphics representing tokenised treasury products and on-chain real-world assets. https://coldaitimes.com/publications/news/tag/buidl/ https://images.unsplash.com/photo-1640340434855-6084b1f4901c?w=1600&q=80&auto=format&fit=crop Abstract financial chart and ledger graphics representing tokenised treasury products and on-chain real-world assets. https://coldaitimes.com/publications/news/tag/on-chain-finance/ https://images.unsplash.com/photo-1640340434855-6084b1f4901c?w=1600&q=80&auto=format&fit=crop Abstract financial chart and ledger graphics representing tokenised treasury products and on-chain real-world assets. https://coldaitimes.com/publications/news/category/ai/ https://images.unsplash.com/photo-1485827404703-89b55fcc595e?w=1600&q=80&auto=format&fit=crop Abstract visualization of AI performance metrics showing uneven capability distribution across task domains https://images.unsplash.com/photo-1677442136019-21780ecad995?w=1600&q=80&auto=format&fit=crop Abstract visualization showing uneven performance metrics across different AI task categories https://images.unsplash.com/photo-1620712943543-bcc4688e7485?w=1600&q=80&auto=format&fit=crop Abstract visualization showing irregular, jagged capability boundaries of AI systems contrasted with smooth adoption curves https://images.unsplash.com/photo-1531746790731-6c087fecd65a?w=1600&q=80&auto=format&fit=crop Abstract visualization of interconnected neural networks with security locks and geopolitical borders, rendered in blue and amber https://images.unsplash.com/photo-1655720828018-edd2daec9349?w=1600&q=80&auto=format&fit=crop Stylised glowing chip visualisation representing the economics of open-weights AI model inference. https://coldaitimes.com/publications/news/category/crypto/ https://images.unsplash.com/photo-1639762681485-074b7f938ba0?w=1600&q=80&auto=format&fit=crop US Capitol building with digital dollar symbols and regulatory framework diagrams overlay https://images.unsplash.com/photo-1518546305927-5a555bb7020d?w=1600&q=80&auto=format&fit=crop Abstract visualization of digital dollar coins flowing through fragmented blockchain infrastructure https://images.unsplash.com/photo-1605792657660-596af9009e82?w=1600&q=80&auto=format&fit=crop Stack of US dollar and euro notes overlaid with blockchain network graphics representing stablecoin transfers. https://images.unsplash.com/photo-1640340434855-6084b1f4901c?w=1600&q=80&auto=format&fit=crop Abstract financial chart and ledger graphics representing tokenised treasury products and on-chain real-world assets. https://coldaitimes.com/publications/news/category/quantum/ https://images.unsplash.com/photo-1581090464777-f3220bbe1b8b?w=1600&q=80&auto=format&fit=crop Abstract visualization of quantum computing qubits interconnected with AI neural network nodes https://images.unsplash.com/photo-1635070041078-e363dbe005cb?w=1600&q=80&auto=format&fit=crop Glowing abstract qubit visualisation representing quantum computing and post-quantum cryptography migration pressure. https://images.unsplash.com/photo-1639322537228-f710d846310a?w=1600&q=80&auto=format&fit=crop Close-up of a dilution-refrigerator quantum-processor stack representing progress in quantum error correction. https://coldaitimes.com/publications/news/category/tech/ https://images.unsplash.com/photo-1517077304055-6e89abbf09b0?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer manufacturing facility with automated equipment and clean room environment https://images.unsplash.com/photo-1518770660439-4636190af475?w=1600&q=80&auto=format&fit=crop Advanced semiconductor wafer fabrication facility with robotic manufacturing equipment and silicon wafers https://images.unsplash.com/photo-1551033406-611cf9a28f67?w=1600&q=80&auto=format&fit=crop Industrial high-voltage power transmission infrastructure at dusk, evoking the energy demand of AI data centres.