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3001\u5b9f\u6a5f\u304c19\u4ef6\u3068\u4e88\u6e2c\u3057\u305f\u3068\u3057\u307e\u3059\u3002\u5b9f\u6a5f\u306e\u65b9\u304c\u73fe\u5b9f\u306b\u306f\u8fd1\u304f\u3066\u3082\u3001\u7406\u60f3\u8a08\u7b97\u304b\u3089\u306f2\u4ef6\u5206\u305a\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u4e00\u4f8b\u3060\u3051\u3067\u3001\u5b9f\u6a5f\u304c\u91cf\u5b50\u8a08\u7b97\u3092\u6b63\u78ba\u306b\u518d\u73fe\u3057\u305f\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002\u8ad6\u6587\u3067\u3082\u3001\u4e00\u90e8\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u3082\u3068\u3082\u3068\u306e\u904e\u5c0f\u4e88\u6e2c\u3068\u5b9f\u6a5f\u306b\u3088\u308b\u4e0a\u5411\u304d\u306e\u305a\u308c\u304c\u90e8\u5206\u7684\u306b\u6253\u3061\u6d88\u3057\u5408\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u533a\u5225\u306f\u914d\u7f6e\u9078\u3073\u306b\u3082\u4f7f\u308f\u308c\u307e\u3059\u3002\u30c6\u30b9\u30c8\u671f\u9593\u306e\u6b63\u89e3\u306b\u5408\u308f\u305b\u3066\u914d\u7f6e\u3092\u9078\u3076\u306e\u3067\u306f\u306a\u304f\u3001\u8a13\u7df4\u671f\u9593\u306e\u5165\u529b\u3092\u4f7f\u3063\u3066\u3001\u7406\u60f3\u8a08\u7b97\u304b\u3089\u306e\u305a\u308c\u304c\u5c0f\u3055\u3044\u914d\u7f6e\u3092\u9078\u3073\u307e\u3057\u305f\u3002<\/p>\n<h2>\u6821\u6b63\u60c5\u5831\u3067\u7d5e\u308a\u3001\u77ed\u3044\u5b9f\u6a5f\u8a66\u884c\u3067\u9078\u3076<\/h2>\n<p>\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u3001\u30c1\u30c3\u30d7\u306b\u5143\u304b\u3089\u3042\u308b\u63a5\u7d9a\u3067\u56de\u8def\u3092\u7d44\u3081\u308b\u914d\u7f6e\u3092\u5217\u6319\u3057\u307e\u3057\u305f\u3002\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u5165\u308c\u66ff\u3048\u308bSWAP\u64cd\u4f5c\u3092\u5897\u3084\u3055\u305a\u306b\u6e08\u3080\u5019\u88dc\u3067\u3059\u3002\u305d\u306e\u4e2d\u304b\u3089\u3001\u30b2\u30fc\u30c8\u3084\u8aad\u307f\u51fa\u3057\u306e\u6821\u6b63\u8aa4\u5dee\u3068\u5b9f\u969b\u306e\u64cd\u4f5c\u56de\u6570\u3092\u4f7f\u3063\u30666\u5019\u88dc\u3078\u7d5e\u308a\u3001\u96d1\u97f3\u3092\u542b\u3080\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30672\u5019\u88dc\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u3001\u8a13\u7df4\u671f\u9593\u306e100\u6642\u70b9\u306e\u5165\u529b\u3092\u5b9f\u6a5f\u3067\u8a66\u3057\u3001\u7406\u60f3\u4e88\u6e2c\u304b\u3089\u306e\u305a\u308c\u304c\u5c0f\u3055\u3044\u65b9\u3092\u63a1\u7528\u3057\u307e\u3059\u3002\u500b\u3005\u306e\u90e8\u54c1\u306e\u8aa4\u308a\u7387\u3060\u3051\u3067\u6c7a\u3081\u305a\u3001\u7d44\u307f\u4e0a\u3052\u305f\u4e88\u6e2c\u56de\u8def\u3067\u4f55\u304c\u8d77\u304d\u308b\u304b\u3092\u77ed\u304f\u78ba\u304b\u3081\u308b\u6bb5\u968e\u3092\u52a0\u3048\u305f\u5f62\u3067\u3059\u3002<\/p>\n<div role=\"region\" aria-label=\"\u5b9f\u6a5f\u4e0a\u306e\u914d\u7f6e\u65b9\u5f0f\u306e\u6bd4\u8f03\" tabindex=\"0\" style=\"overflow-x:auto;\">\n<table style=\"min-width:640px;width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>\u914d\u7f6e\u65b9\u5f0f<\/th>\n<th>\u9078\u3073\u65b9<\/th>\n<th>\u4eca\u56de\u306e\u6bd4\u8f03\u3067\u898b\u308b\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u8003\u616e\u3057\u305f\u63d0\u6848\u65b9\u5f0f<\/td>\n<td>\u6821\u6b63\u60c5\u5831\u3001\u96d1\u97f3\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u8a13\u7df4\u7528\u5165\u529b\u306b\u3088\u308b\u5b9f\u6a5f\u8a66\u884c<\/td>\n<td>\u9078\u629e\u306b\u8ffd\u52a0\u8cbb\u7528\u304c\u639b\u304b\u308b\u4ee3\u308f\u308a\u306b\u3001\u56de\u8def\u5168\u4f53\u306e\u4e88\u6e2c\u306e\u305a\u308c\u3092\u898b\u3066\u9078\u3076<\/td>\n<\/tr>\n<tr>\n<td>\u30e9\u30f3\u30c0\u30e0\u306a\u63a5\u7d9a\u9069\u5408\u914d\u7f6e<\/td>\n<td>\u6545\u969c\u6271\u3044\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u907f\u3051\u3001\u63a5\u7d9a\u306b\u5408\u3046\u914d\u7f6e\u304b\u3089\u9078\u3076<\/td>\n<td>\u826f\u3044\u914d\u7f6e\u3082\u5f15\u3051\u308b\u304c\u3001\u7d50\u5408\u5668\u306e\u54c1\u8cea\u3067\u306f\u9806\u4f4d\u3092\u4ed8\u3051\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>Qiskit\u306e\u914d\u7f6e<\/td>\n<td>\u6700\u9069\u5316\u30ec\u30d9\u30eb1\u3067\u9078\u3070\u308c\u305f\u914d\u7f6e\u3092\u56fa\u5b9a<\/td>\n<td>\u4eca\u56de\u306e\u6bd4\u8f03\u5bfe\u8c61\u3002Qiskit\u306e\u5168\u8a2d\u5b9a\u3084\u3059\u3079\u3066\u306e\u914d\u7f6e\u624b\u6cd5\u3092\u4ee3\u8868\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>\u5927\u304d\u306a\u5d29\u308c\u3092\u6e1b\u3089\u305b\u305f\u304c\u3001\u5e38\u306b\u6700\u826f\u3067\u306f\u306a\u3044<\/h2>\n<p>\u5b9f\u9a13\u3067\u306f5\u7a2e\u985e\u306e\u91cf\u5b50\u30ea\u30b6\u30d0\u30fc\u3092\u56fa\u5b9a\u3057\u30015\u65e5\u9593\u306721\u56de\u306e\u7d44\u6bd4\u8f03\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u5404\u56de\u306b3\u65b9\u5f0f\u3092\u8a66\u3059\u305f\u3081\u3001\u5168\u4f53\u306763\u56de\u306e\u5b9f\u6a5f\u8a55\u4fa1\u3067\u3059\u3002\u4f7f\u3046\u56de\u8def\u306f6\u91cf\u5b50\u30d3\u30c3\u30c8\u3067\u3001156\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u6301\u3064Kingston\u5168\u4f53\u3092\u4e00\u3064\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u3068\u3057\u3066\u4f7f\u3063\u305f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u63d0\u6848\u65b9\u5f0f\u306f\u300121\u56de\u3059\u3079\u3066\u3067Qiskit\u306e\u6bd4\u8f03\u8a2d\u5b9a\u3088\u308a\u4e88\u6e2cRMSE\u304c\u5c0f\u3055\u304f\u3001\u7406\u60f3\u8a08\u7b97\u304b\u3089\u306e\u305a\u308c\u308218\u56de\u3067\u5c0f\u3055\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u305a\u308c\u306e\u6700\u5927\u5024\u306f\u63d0\u6848\u65b9\u5f0f\u304c7.59\u4ef6\/\u65e5\u3001Qiskit\u304c11.84\u4ef6\/\u65e5\u3067\u3057\u305f\u3002\u305f\u3060\u3057\u3001\u30e9\u30f3\u30c0\u30e0\u914d\u7f6e\u3068\u306e\u6bd4\u8f03\u3067\u306f\u3001\u63d0\u6848\u65b9\u5f0f\u306e\u4e88\u6e2cRMSE\u304c\u5c0f\u3055\u304b\u3063\u305f\u306e\u306f12\u56de\u3067\u3059\u3002\u826f\u3044\u30e9\u30f3\u30c0\u30e0\u914d\u7f6e\u304c\u540c\u7b49\u4ee5\u4e0a\u306b\u50cd\u304f\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<figure>\n<div role=\"region\" aria-label=\"\u4e88\u6e2c\u8aa4\u5dee\u3068\u5b9f\u6a5f\u3078\u306e\u79fb\u884c\u306b\u3088\u308b\u305a\u308c\u306e\u539f\u8cc7\u6599\u56f3\" tabindex=\"0\" style=\"overflow-x:auto;\"><a href=\"https:\/\/quantumsea.net\/wp-content\/uploads\/2026\/11\/qs-reservoir-hardware-layout-20261105-figure5-240018bfbc9d.png\"><img decoding=\"async\" src=\"https:\/\/quantumsea.net\/wp-content\/uploads\/2026\/11\/qs-reservoir-hardware-layout-20261105-figure5-240018bfbc9d.png\" alt=\"\u8ad6\u6587\u56f35\u30025\u7a2e\u985e\u306e\u91cf\u5b50\u30ea\u30b6\u30d0\u30fc\u306b\u3064\u3044\u3066\u3001\u914d\u7f6e\u65b9\u5f0f\u3054\u3068\u306e\u7406\u60f3\u4e88\u6e2c\u304b\u3089\u306e\u305a\u308c\u3068\u5b9f\u6a5f\u306e\u4e88\u6e2cRMSE\u3092\u793a\u3059\" style=\"width:100%;min-width:760px;height:auto;display:block;\" \/><\/a><\/div><figcaption>Ren\u00e1ta Rusn\u00e1kov\u00e1\u307b\u304b\u3001arXiv:2611.03891v1\u306e\u56f35\u3002<a href=\"https:\/\/arxiv.org\/html\/2611.03891v1#S6.F5\">\u539f\u8cc7\u6599<\/a>\uff0f<a href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">CC BY 4.0<\/a>\u3002\u539f\u56f3\u306e\u5185\u5bb9\u3092\u5909\u3048\u305a\u753b\u50cf\u5f62\u5f0f\u3092\u5909\u63db\u3002\u5de6\u306f\u7406\u60f3\u4e88\u6e2c\u304b\u3089\u306e\u305a\u308c\u3001\u53f3\u306f\u73fe\u5b9f\u306e\u8acb\u6c42\u4ef6\u6570\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u8aa4\u5dee\u3067\u3001\u7e26\u8ef8\u306f\u5bfe\u6570\u76ee\u76db\u3067\u3059\u3002HA\u304c\u63d0\u6848\u65b9\u5f0f\u3092\u8868\u3057\u307e\u3059\u3002<\/figcaption><\/figure>\n<p>\u56f3\u3067\u76ee\u3092\u5f15\u304f\u306e\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u914d\u7f6e\u306e\u4e00\u90e8\u3067\u5927\u304d\u306a\u305a\u308c\u304c\u51fa\u308b\u3053\u3068\u3067\u3059\u30024\u56de\u306e\u6df1\u523b\u306a\u4f8b\u3067\u306f\u3001\u7406\u60f3\u4e88\u6e2c\u304b\u3089\u306e\u305a\u308c\u304c\u7d0413\u301c35\u4ef6\/\u65e5\u306b\u9054\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306b\u306f\u3001\u6821\u6b63\u3067\u5927\u304d\u306a\u8aa4\u5dee\u304c\u5831\u544a\u3055\u308c\u305f\u7d50\u5408\u5668\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u4eca\u56de\u306e\u63d0\u6848\u65b9\u5f0f\u306e\u4fa1\u5024\u306f\u3001\u6bce\u56de\u306e\u5e73\u5747\u7684\u306a\u4e88\u6e2c\u3092\u5927\u5e45\u306b\u826f\u304f\u3059\u308b\u3053\u3068\u4ee5\u4e0a\u306b\u3001\u3053\u306e\u3088\u3046\u306a\u914d\u7f6e\u306b\u3088\u308b\u5927\u304d\u306a\u5d29\u308c\u3092\u907f\u3051\u305f\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u53e4\u5178\u30e2\u30c7\u30eb\u3068\u306e\u6bd4\u8f03\u3068\u3001\u8ffd\u52a0\u306e\u5b9f\u884c\u8cbb\u7528<\/h2>\n<p>\u30c6\u30b9\u30c8\u306f2026\u5e741\u67081\u65e5\u304b\u30898\u670820\u65e5\u307e\u3067\u306e232\u65e5\u3067\u3001\u8a13\u7df4\u306f2022\u301c2024\u5e74\u3001\u30e2\u30c7\u30eb\u9078\u629e\u7528\u306e\u691c\u8a3c\u306f2025\u5e74\u3068\u3001\u6642\u9593\u9806\u306b\u5206\u3051\u3066\u3044\u307e\u3059\u3002\u7406\u60f3\u7684\u306a\u91cf\u5b50\u30ea\u30b6\u30d0\u30fc\u306eRMSE\u306f5.66\u301c6.12\u4ef6\/\u65e5\u3067\u3001\u53e4\u5178\u7684\u306a\u30ea\u30c3\u30b8\u56de\u5e30\u306e5.36\u4ef6\/\u65e5\u304c\u6700\u826f\u3067\u3057\u305f\u30025\u5019\u88dc\u4e2d4\u5019\u88dc\u306f\u3001\u8ad6\u6587\u306e\u30d6\u30ed\u30c3\u30af\u30fb\u30d6\u30fc\u30c8\u30b9\u30c8\u30e9\u30c3\u30d7\u306b\u3088\u308b95%\u4fe1\u983c\u533a\u9593\u3067\u30ea\u30c3\u30b8\u3068\u306e\u5dee\u304c\u6709\u610f\u3068\u306f\u5224\u5b9a\u3055\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u3053\u308c\u306f\u540c\u3058\u6027\u80fd\u304c\u8a3c\u660e\u3055\u308c\u305f\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u5b9f\u6a5f\u3067\u306f\u6642\u9593\u3082\u639b\u304b\u308a\u307e\u3059\u3002232\u65e5\u5206\u306e\u8a55\u4fa1\u306b\u8981\u3057\u305fQPU\u6642\u9593\u306e\u4e2d\u592e\u5024\u306f\u3001\u77ed\u3044\u5c65\u6b74\u306e\u5019\u88dc\u3067\u7d04256\u301c264\u79d2\u3001\u9577\u3044\u5c65\u6b74\u306e\u5019\u88dc\u3067\u7d04476\u79d2\u307e\u305f\u306f725\u79d2\u3067\u3057\u305f\u3002\u3053\u308c\u306f\u5f85\u3061\u884c\u5217\u3092\u542b\u307e\u306a\u3044\u5024\u3067\u3001\u63d0\u6848\u65b9\u5f0f\u306e\u914d\u7f6e\u9078\u629e\u306b\u306f\u3055\u3089\u306b\u5b9f\u6a5f\u8a66\u884c\u3068\u53e4\u5178\u8a08\u7b97\u304c\u5fc5\u8981\u3067\u3059\u3002\u5b9f\u6a5f\u8a66\u884c\u3060\u3051\u3067\u3082QPU\u6642\u9593\u3092\u7d0411%\u5897\u3084\u3057\u3066\u3044\u307e\u3059\u3002\u4e88\u6e2c\u304c\u5b89\u5b9a\u3057\u305f\u3068\u3044\u3046\u7d50\u679c\u3068\u3001\u53e4\u5178\u8a08\u7b97\u3088\u308a\u901f\u3044\u30fb\u5b89\u3044\u3068\u3044\u3046\u7d50\u679c\u306f\u5206\u3051\u3066\u8aad\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u6b21\u306e\u5b9f\u88c5\u3067\u3082\u78ba\u304b\u3081\u305f\u3044\u3053\u3068<\/h2>\n<p>\u4eca\u56de\u306e\u30c7\u30fc\u30bf\u306f\u4e00\u3064\u306e\u4fdd\u967a\u5951\u7d04\u96c6\u56e3\u3067\u3001\u30c6\u30b9\u30c8\u671f\u9593\u30821\u5e74\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002\u5b9f\u6a5f\u6bd4\u8f03\u306f\u4e00\u3064\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u5404\u5019\u88dc3\u301c5\u56de\u306b\u9650\u3089\u308c\u3001\u914d\u7f6e\u9078\u629e\u304b\u3089\u5b9f\u884c\u307e\u3067\u306e\u9593\u306b\u6821\u6b63\u304c\u5909\u308f\u3063\u305f\u8a55\u4fa1\u308263\u56de\u4e2d40\u56de\u3042\u308a\u307e\u3057\u305f\u3002\u63d0\u6848\u65b9\u5f0f\u306f\u5b9f\u6a5f\u8a66\u884c\u306e\u5f8c\u306b\u6295\u5165\u3055\u308c\u308b\u305f\u3081\u3001\u6bd4\u8f03\u65b9\u5f0f\u3068\u5b8c\u5168\u306b\u540c\u6642\u523b\u306e\u6e2c\u5b9a\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u7d50\u679c\u3092\u4e00\u822c\u5316\u3059\u308b\u306b\u306f\u3001\u5225\u306e\u30c7\u30fc\u30bf\u3084\u88c5\u7f6e\u3067\u3082\u8abf\u3079\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u5b9f\u6a5f\u3078\u79fb\u3059\u969b\u306b\u306f\u3001\u73fe\u5b9f\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u8aa4\u5dee\u3001\u7406\u60f3\u30e2\u30c7\u30eb\u304b\u3089\u306e\u305a\u308c\u3001\u914d\u7f6e\u3092\u9078\u3076\u8cbb\u7528\u3092\u5225\u3005\u306b\u8a18\u9332\u30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href=\"https:\/\/cyclewave.net\/?p=345\">IBM\u306e\u4f01\u696d\u89e3\u8aac<\/a>\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u51fa\u5178<\/h2>\n<ul>\n<li>Ren\u00e1ta Rusn\u00e1kov\u00e1, Eugen \u0160lapak, Gaurav K. Pandey, Juraj Gazda, \u201cHardware-Aware Design and Layout Selection in Quantum Reservoir Computing for Insurance Claims Forecasting\u201d, arXiv:2611.03891v1\uff082026\u5e7411\u67082\u65e5\u516c\u958b\uff09\u3002<a href=\"https:\/\/arxiv.org\/abs\/2611.03891v1\">\u6982\u8981\u30fb\u7248\u60c5\u5831<\/a>\uff0f<a href=\"https:\/\/arxiv.org\/pdf\/2611.03891v1\">\u672c\u6587\u30fb\u4ed8\u9332\u8868<\/a>\u3002\u67fb\u8aad\u524d\u306e\u30d7\u30ec\u30d7\u30ea\u30f3\u30c8\u3002\u30c7\u30fc\u30bf\u5206\u5272\u306f\u7b2cII\u7bc0\u3001\u914d\u7f6e\u9078\u629e\u306f\u7b2cV\u7bc0\u3001\u6bd4\u8f03\u7d50\u679c\u30fb\u8cbb\u7528\u30fb\u9650\u754c\u306f\u7b2cVI\u301cVII\u7bc0\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u3068\u304d\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u4e0a\u306e\u7cbe\u5ea6\u3060\u3051\u3067\u306f\u5b9f\u6a5f\u3067\u306e\u632f\u308b\u821e\u3044\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u540c\u30586\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u8a08\u7b97\u3067\u3082\u3001\u30c1\u30c3\u30d7\u306e\u3069\u3053\u306b\u914d\u7f6e\u3059\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u8aad\u307f\u51fa\u3057\u305f\u5024\u304c\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002 \u30b9\u30ed\u30d0\u30ad\u30a2\u306e\u30b3\u30b7\u30c4 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2155,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":false,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[31],"tags":[120],"class_list":["post-2157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-software","tag-machine-learning"],"jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/quantumsea.net\/wp-content\/uploads\/2026\/11\/qs-reservoir-hardware-layout-20261105-4660e0ebc465.png","_links":{"self":[{"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/posts\/2157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/quantumsea.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2157"}],"version-history":[{"count":1,"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/posts\/2157\/revisions"}],"predecessor-version":[{"id":2158,"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/posts\/2157\/revisions\/2158"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/quantumsea.net\/index.php?rest_route=\/wp\/v2\/media\/2155"}],"wp:attachment":[{"href":"https:\/\/quantumsea.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/quantumsea.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/quantumsea.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}