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Google AI在3个变革性领域的新成果


据报道,11月2日Google高级副总裁Jeff?Dean公布了Google?AI在3个变革性领域取得的成果。VK5ednc

1.支持1000种语言的AI

Google宣布了1000种语言计划,旨在建立一个支持1,000种最常用语言的AI模型,目前Google已经开发了一个通用语音模型(USM),它已针对400多种语言进行了训练,是迄今为止语言覆盖范围最大的语音模型。随着这项工作的扩展,在南亚Google正与更多的政府、非政府组织、学术机构展开合作,以收集更多具有代表性的音频样本。VK5ednc

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2.用AI赋能创作者和艺术家

Google将他们的扩散模型应用于视频序列,可以将一系列文本提示生成连贯的长视频,并首次展示了他们由AI生成的超分辨率视频。除了2D图像之外,现在也可以实现文本转3D,生成可以从任何角度查看的3D模型。Google的研究人员还在音频生成领域取得了重大进展,其AudioLM模型可以只通过听音频学习生成逼真的语音和钢琴音乐。VK5ednc

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3.?用AI应对气候变化和健康挑战

Google改进了对卫星图像的使用来训练AI模型从而实现实时识别和跟踪野火,帮助预测它们将如何演变和蔓延。目前Google已经在美国、加拿大、墨西哥和澳大利亚部分地区推出了野火跟踪系统,自今年7月以来,已经成功报道了美国和加拿大的30多起大型野火事件。VK5ednc

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QK1euZMmSCQ4cOMCaNWt4euNG/vzP/ow//uM/Zt26dZw6dYr/9bd/h4/++Ec4cvQon163jhe2buV/++3f5roPXs9LWzez9YWXeOGHr/Crn/8lAP7jf/oztm3fzmWXruX113ex+oJVOK7DqmUr+N3f/T/47M/ezo0f+Shf+8Y3uP++e3nwwQe565vf4iM/9hH+8q++zM4d23G82bfcYqzHF1uuPy598vvZ+7EwK6TZVP6zOT8PUgoMG898BeSzeWn0g9PzaZBOcHCd/R4fyacH9W+haHzui6EXec+245Jt99c7WCF3dmG0AQ1TCyPBHBxyuSytSogOQh546EHe+65refHll6i1m+AqcsV8j1P46cAXfv7zPPjQw9zwY9dzy+duxXVdymWTxegP//O/57f+l99kLJ/jd//g3/Bv//AP+X/+9Ivc8tM/zT//rV/jm/d/lyefepI//8//NdYQKvjff/e3+dB7P8RP3XQTd975FYr5AmvWXsrv//6/4n/+j7/giQ0b+NQnP8mTTz4FwO//3u/xkRtuoNlqsHfvXi69/NIzMrYzAf12Rj9ieYeBQT+zBaJMwiCkeT6ZKvTDbBfMqGGk/XD7KLBB0G+hc8MNNxBOtSkGHgf2H2D9/fey8/BeMpk0ynH42I03DkFgikF35WyC9Zs+9Qn++htf54tf+hK/9c9+redGrxybIpNO0wpC/tN/+PcUCgWWTizhr75yB7/687/EN7/xdzxy34M9VIFSCqzeIuzTwDabTdZ9+rNcc9U7uOTii7tjiBya1158CZ3O3EoPNeA1X1hI+X5k1X8Tn2nT47g9NfDfmYTZ+r74sc0ftfebwvRTZAszNF142UFjlCGvqHz/dz0wwlttpAjMm4UdGrxJhMuvuJwfu/5D1DstCDQpz0Wh0IHm+mvexyWXXjJUNjJokiNrl2Fe+e95/3vYvGULq1ausixum3a7zW/++q/z7Xu/Q7k8xsM/eATXc/n0LbfywIPfZ3xsjLHyOL/w+c/39CUMQwLbkhbp6YjWmjAMmZ6usPGZTXiuIYa//e17eP655/mTL32JSy+dm/o6XQSWfJ8NkvMYKRz6nx8lAhtVxIPTQWALuRz6kVfyt7OFwPrXMDnOYQhsUJnBNY8GRsxCzk2B9YNScPPNH+Po0aPsPXaINCmk7bPqolV8/BMfx3WGxVOazTBRDfxNEP7lv/wtvvCzP2/ySKL58Idv5OJLVvC+97+PYqnAxmc28eu/9qsoFB/7+I1cdPGFiBL+4F//vknTljCW/NhP/ARXrL0MgF/4Z58nY5Pr/rt/84cUi0W+/tU7ePDhh/k/f+/3yBTTPP7Ik3zogx9kw8aNrL97PenswufrXMH5yu7MB85nNjjpHXKmWfY363olYaSJbX/+F36BJ5/aYBLbvrCF8pgRys8mNI7gxPETfO0bX2eqViXlefz6L/8Kq1at6qF4Fut60k86R75ehtePWTt6PtOlApIJJjTSc5OqRJ068VykeFCJVu+4805Wr1rNp2765LzHkSw1KML8oHKLgX4VSdJyOznW09EHD2Kfhu2N4VdTr4xmPod+toPcuzfMus3XkXlY28MEHvNFUIOe71cARJ9n60dcX3I/mpLD1jHJQyVZXAeHy99+Fe12m1KpxPaXX5prGDNgMYltR8tCJpN6sLAbYPny5bz3mnfTDgM++O73sXrV6hmHfLFsxUz+P0n+m+WPUFpvBpzk36ZcMvVD73vvc/F7/Hndulu44SM/1m2v/zVI7jTbeM6kbCquqx+V9b6fCVB9nxcyntNB1HO1c+bnsrfO+dZ9ptY3yYzPw0V7aD/OJYzYjGJ4c3Pd3ILw4euv52SjwUc/+tGBFMr5FnV0obBkyRJgbnbsXGyaeGZjyuts3H6ny4pGFMhCdsL820zSm2cHTte9Z2Hjjtdy0PubAUac2HZwcxEJOhtoNLl8lttvuQUUPQjsXAdVOxMwn9vsdBHGYudp2HOnj2yiJC2ztzvfyKGjcP8ZhcP3YlHkmT4Hi65vhEk9RstCuqeXqEGhEDWapBM/gpnRC34Eo4FzzZadLozydI44HtiwkNL94t+ZiSgGyYEiOFMHrJ8KOhNhcnqR7SDNZ8yOLSae/0Ljoy+2nUFgKLBeOsnpYzZnF+zPLxTRQq3hk1Tb6QrxF9L2/HMEDO/JfHxoh8+n0zP/ca1xfxcyHlNj7zPR59moxFEm9RgpBRYMSOoxHH5EZf1jhsWwL8Mikr4Z4PyK7Toc5uVPOcKhjBaB9VFggzdbdGe/WbeigYWmiRvFaM+0HVFc67C/Fg/DZF9zwZt115wZwYg+44jwfJ/Pc8pCqnmyWcmy5/+UGkjais0WBntUmp9eBn1+uSKTQvrh9kwyg2VL2oXBwoTSyeeGuUPP1qfFIL3zgfaJ5jJpx7aYSLRnWsnQb3k/6PdzeSJHm5Vo3kk9ZsKw7C+LgXM96W8WOJ/naDZD1jcj9Buyno+Kk3555lC59AgXYaQIrMehuc/tZr4wMyHD6R+zs3lQz6TG9EzVNFefFtJOTEFKz3dz09Tz+z72jIghxOC0vgAAIABJREFUpgiGU7RztdFfZpDguT9MU/LvxXhKnIlyp/t8sv+RBf5C2+41+j63MNqY+EkKrNlkqtEAV1n6VwEuBseHQMrYk/jmI0ogADzH/i62+xr8ELpW/r6tx8E8QFwuqtf0xn4flRvQPkKiA6ADcBSELkgIngadsv1PlNUKnAACBcoFNwStwemt0wMCAtsH17brgq8hFYKkbNEOKA8CB1Rg5ix0QTR4UTmBlA/K9rVnTCEEAp5n59Q386VU33wNKJe2/pi+D64LjgNhaH73BsxrslwQmDZc14w/tOvUrXtAX8PQjM8PIRUdj6icH89VGIIroD0I7diJfEcTYwpDu6x2nyXr9ZXtdrQn+vaVBPa0pkAUKN/0I0yMSet4vpQ/vK+iTLVij79Sc+9BP2X76pvP7pB9FSbKdVKQivqaWNfuuKL9l5gr7YIjM/tKGJ/BNOb5QXtQHMbKOSJwRkiCnbO0akEY4DhFJC0oLWYhRCAr0HDA8c2hVMpMnuOYTagE0i74jllIbTdAx/wm+RQ4GtUSgzDS2iAEXyCvQDpQAwoKHA1NwHPNoncUhB6SS4NWqIZCChlQgmoIknZRIpjNbfsj9tAXNEIRVRdQGrQDnpj+KgWuYzaf0uY7CQhEmXKiLNni2YPmQpCxm12ZDarEbDJlifaUWBrebtaMPZQSmL51+4dBcI49eFoBWdNnJaBC85vqGOSXjr4TyACqberylFkf0ebwdPvm2f7XTfvKMeW0NodcKXAcxHUNMlTKvDIZU84RVNOxYxN7+MS01wSKGsS343HMfItn6s4YpCgqCyqDqtWgqEBrxM2aPRD1G20QnVLmQBbs+EJlD6GClAsoJHBAeahWBinY8WCRpatRbdtXz85/O7C/gxTtuLTdKyIJBG7nL/recex+Ds0ebCsQhWRTEKZRgTJIlozdM2LmwI32gmNwVDqI90fGh7pjfnOU+U48yCgkMGuBk0FVFVISVN1DMoLyxJwTZfuUMuOhoaAkoAWRNLiCEjsnjjb7K5eUXNotNiIYcVq1OL6VoxwotFGiQTJ2obAbSsyGKgtUgbqCAmbDaQVVH9JZcBSSd1A11b3ZVAuLMDAXXHSb5CWWjkYvAbKYherYA+kYxIWYxVY1zEK5oMLEzZ3G9DPCyVXXxPRSIHkHQo2KBAaizAUrGEpKWy1r0f7uhwYp+MocYN8xN5w2/TGxuLXN0mDnyRE7BrtJo4s7KfkWiyzEzisWkQaJHZbHXtAJcW1UX7QvHcxGztv515gfuv1TUIwQqJ2TaBfb8qqL8Jy4zwLQhJxn+64MstW2nKvAqcSCF9fOfdSnwLbvqni/1BxQaZS0kGzWroHYfordBwJVOzdO3iBpR/3/7Z13nJXF1ce/89y6e7dSRXpHBBTFBrZgjYqFaLDEnlhQTGyxxG4siVHRRIOxvdHYC4qJnaJIkV5EYXeBpS1t2d3b+3PeP57b925luaDu736e3XufZ56ZM+3MmTNnzkAoDJoVFYjFqWlGRy9SKN1j3IszAaUhWoyRFxh5UpoLpXtj5ZwyOEU1Y1BCGRKM5jNoKBSIRBEcEBGUyWBuKhAxGJ0mBtMzOozxvoqVi1IIphiTMgpEuWPM3xRjuMQGS6VDQDfaZ8Rk5MGkUF63wWg1YpJVTAIUBe54+SvwGPEqky9Jg6YQS0zCS0hw8Wr6iUpgoRQ/70pTRp8RQUwayuaDADHJO9ag3bHOV6SnOKGygd0Wa+w+Y9WlEHDFCs0hyU5mjyXmU4Y0JCoplSgBf6xyDbdfBoMEo5GrWJzFIFKE8rkM2vKtoIVIKHoUiKMI5XIDHpDYSlCcH8TptoOoQpTmTmo+dYFQQUwq00ECgBVMfoNZaClxxK/4TMNHcpYrGJ0hfl+LGu+GUsrATpImV+yLxKRGFYxJGSHjuZckAxNllH+BHmNKUeNVLQ8V0sDsNcrLWYIUK5TbZTD8qMRGZmKSCkYjd8cYkBQnO1c4Nv3SMKQuS6wONM0I6ymOZd6D5OejvF6w2w0GEfGh8qJGms5Sg+hCJwQcKH9MotdCRrymAnDGGIyKSWoODIYVDCUHM4sC3Ztg1MpVBEWkMGyj/pU3HynQUOIxOrmUxhiI05h95dlQug6hADhAtAJUOFahxYCrEJQPpfmMtmWPlbk1Xl4auIDiWCV7iakXDOav4nUVnxmqkpik5oGojjjyYjwsBMpqtDdRSJGGcjqNBlYYjQ1w0UR7E5MDZfVktBctxlQdoLwQMLqiMbsuJHX9t7kH2rQFcsrA0k+9VuDRwQEq4oNQHmLTUZZYZ9ai4CpBSkC5Y6NRvLGjA34wFxjTTV1BiROcmjFyFGCMkLpmNAJHfNRUKLfHqGRvMSgdUWbAB3ma0ZAtCgLx6aoGLicKN1JQiArqBtNLKAUMWpTXGxNeFKIplCfOeYz/kq+hvAplchtTHKcRlkIFNo8RXVDFOlAIySs0SsiZapxgcELJ11E+gfw4LTEO6dSNOIsAlwnRFNg1VDDe+GKSHQop1VB1AoVuo/NFgJAdbEbepTAm1cZbtEs3RvWonqTFJqh8rzE4eE2AG+UUQwpymRGLhvLH4rAqCMXSLtZQLgW4DKMBZTE6dZ4NEQ0csXpSHhK9tNiZyKbSvUh+ntEZVQQVLgSfG6IlMYnKZTArTRnTYRRgA0cQlCc5KDiLweRG+T1Gp7SFQNmNfPp8YCqMTadiUyp3ARS4QKyIbkepADh8QAHKUwTKTaxiDTWEWaH5/QYDtedBWDOkUM0NUgJ1TuM7BRAOIlaFCsQ5SFx680BJrF1JEeTpyek5glJRQ/LVdHCLkX581mIB5fNDniDkocIBYxDP1433SompbYBAgRFHUBCboBEGT5EhZRVqUIxRt1EvRH2ADYn3F1GxgT/Zt3OpA8upP7ATTzqV1eVrDH9gFYsp1IoaDZ9q06M3cq+toKWNItm2ZDTvIImG44+/01S4+NCXjuwnWTfPpqslaG6czT9YI7sH1d2hOXN1MI5stDf3XkvSbs52mUxj5mz+6prr/6o1dKZuZ4unm62NZ29tDdFBvXf0WLwJf2DFRfywfHmL6W2NP7CcSmBa6qEe0jouvS/ax2RDtsaT/rwxJMsmW6dLRXamRixtWinM56aUm2IicUaxu8w52/v7iuul7KcsGfdS66817amt8pgaS+acYG9j7x2rpmPoWWLIXgFJfXRjnVJl+dWYdUtcBZX5flsayzbWeDLTz0T6VDsZNu56xpgY1R/Nk/lI/9/Q89R7melJxrO2EtONk3qaK/00bKXU8P227VbZh9kkXdnbUfbBpqUWV6mhmyqrVMmosVRaEk88P9n6ZqYElobcqcBy7BPfnMKxWpnJbK9lY2BG2OyJNMTAmkqnrdAa2TNbw2wOg1EZ/zPDNkbLnmBgSe8VzQnb8rRb805z4ktF6iCabfqVq/6bmdfml2w6stG7e3n4iSrxtVSX0vuC/PkjQGpHSe04SZ1GMlwOB75Ww5CQ2prNtANIlGxrSrXtmVhukOMpZIoEFiS5xN8AMqeP0JDuKDklaUoFGBft08M1l5sKOlJvpGuu2jFbKsYIXn+inCk9NkWhEY+Kha2/TSQ5SjfUxJPHdDRfqVufbWaX2pLh6k+80tGYXqwpuuKWJvXj3LPIzjj0BunNRmNLvJek5ifzDWkgXGNpN51O8ptkMZKoN13OIefb03WbBkvGoR7taDsYbSbZZVqqO4qzv91dAG+LOH5MMPRd9ftsQ8z054Bc1n9ufeI3cqhHcxAf6errHHJjOteQcnx340wqnlve5PW076krlg2N9A3HlDpdbS0aSrOlZRZnCqnvpZb/7o68DZnlNIcBJxdSjCspOycNZVInynsKe4dBJtdKGztQOlfYqwws3e1y9myn2k4ldshkPNt35urJ/OTi8IdkiunItiJV326nfgfIxcjZ1GpzKlIPdd0ztGRn85krsI09z8ZMDebVWm3Uvo1M+7usdls/3Snk7ktgTYfRW7xc3VbQY5/2Q0faAgZzaYlho5ZyNQ+ZGtbmI5upSZIOrZGnPx00VDe5bP+5dWgYTXqjMERvPUXxXB+pBRQ/rKBxJW38mK7GirB+PNkqQotNAzKf1VeLZ6MjOxpbgEhH268pZsaYPtlMDZdqtd2yOBtCU8rsdHujzBpO/y1Z79ZHcwwuM1tCqlSVKeU3BD3Lr/huJWlAfmyJcj0zbEsMSNvSqrGxODP7yE9WB5Z6qEdzxr1sK1FRXVIUEMrwatGKqtISLGrPwCDRmALlqkJ/rkrjfQXxKWnr5bq2RVPW+3sMKncsLKflnHqoR1MGlHGzAIVCiSIYCOKsdeLxuPB4PHicLpxOJ7W1tQTDkZhurGk1tAAiiit+e1UT05Pkat438+fx7nvvNZk/SbkC/iD33nc/je2Za+vFAA1Fto20KuN7bIt1s+LMpX1ZY8a4uV7dbE1a8cWkPdGpWlMHPweVRk4ZWOqhHukWT8kCzmysQQlS53QSCAfBbMOkFZKnTJjNdrCbId+Mz+vFWevMYGANbQIBUcLEa64CQI/ohMNh3G53Wrja2jrCwTAKOHDwEMaMHh1jwEaXFj0+zdIIhQwfNx63F6fThUIRjUZZtnw5wWAIp9NN5mkxoVAERFFbWwtANGV6HQ5HEjkJhSIJprtrVy2RSHK1MBAI4XJ5UpYMkuwmEtFx1rkMSVOXGNPSqK2pS2zliYajiTKLRqNpNKTGtqebf6aRbiZyzUjjabYUqauSbY2WTB33Nn6yU8hoikvppjIpQCAQIKALym5HBQ0PN1ECiNWGEDKc9EVMYI8ANpx1LkpKipukQ0Pjznvu5qOpHzD+vPM4ZszRLFuxnIsuuIBxZ5zB48/8nY0Vm/n+h5Xc8+e76egoYW1FBe++P5UX/vUcmzdvZtLv/8C0D6ayeOli1m1dx35de/Dqf/5Dsd3BwAGDuPg3F7Gzeht333sv1dXVHHTQQdww6foYq9G49rrrGTCgPzt27KC0pISxJ53ApspNXHD+BK6eOJFbbryRoUOHcsIpp/Dlp59y9bUT6d59fzZUbWDyX56gcsMGHnn4r/Tr04eA2c+df7iDbt26AuCqczHx+kl07tYRm8lO//79ueKyy7jit1fSf0BfNm3czKMP/5mJN9zAa/9+BavVyuSnnuL0M8cxeMCAVtdvO/YcMlfg92W00k9DKxPLIc761bnSvXcf6dm3n9TV1Uk0y0ePfXwiUlNTIzW1NVLjqxVfnU/qnD7xhb3y16/WyHJ3WHz+iNR4aqXGVys1/l1S49WltrZWdNFjccWv1E9UdF2XA4YPl0AgIKOOPFJCoZCEw2E5a/yvpKysTO74059E13UREZn19deyfMUKefXVV+W1N16XmTNnyROTJ8t1k26QNWvWyMWXXSa1dTXSq19/mT53usycOVMGDhkqgWBARh51hAQCARERueqaa2TLli2iixHv2ef+Sqqqqozvv/qV+Hw+Oe/8CSISkPseeEDOOme8iIicec54efzZp2XOnLkiIlJeUSE7q3fKuRMmiNvtFhGRSy+/MhG3Lrpce911Ul5eLrro8tbbr8lTf/+73PXg/TJ//rciIlJXVydjTz5Zli1fLv+cMkVcLpdcdMklyfJp5tXcTzysNPI8NYwk7usNptMS2nYnP5LlakneWxJntqs5YeL0NEZX0/lv7qd+2Dj6DRos3Xv3kaHDR7SKPxhl0zLkVgeW4lK6IcR1X8G6OrDmA1YIFRIQK5Jv4pUVIaasc3PXlxup1TTyVQloZvDbIORD7CY8AU+9qWhCn5aSkq7rOAocWCwWzGYz4UiIyspKRgwfjlLGWuaxxxydeGPMUWN474OpVGxcz60338RXs2dT53JRXFSCiGDSzYTCYV5+6QWikSj7de2KzWZDEPr3H4DP709QoGka3bp1QxCKiwy/aEWFxXz44aecOW4cBY58vvzyS6b88x8sX7CMo0YfiaAzoH9/OnXsRCQSoaDA8El98IgRKblSbNi0kf4D+iMIvXr2w2a1sXHdWnr06A7oFBcXU1W1laEHHMAbb73F3HnzGHf6qaRuI2rO1Vy0xgBYQ2tS9dxc2to6P3sCu5sPsoRvzntpuuZmfox2Ur9HxZHLqW5OGVg00rys6ejo+fmIVQNHCC0vAqYQ767w88TK7Vx3zP7s0k1M/Gw9O00CppjDfBEI2ogEok12FkFHRNIKwO/3M3bsWKb861/Mnj2b56a8wN1332c8I0KvXj2prq7miFGH0bt3b6Z99BG/Of88lFIcf+xxrF5VRsQa4plnnkXXdVYsXcGU557jk48/4YvpX9KrZ09+dcH5AJSXVyTSDRAhSJBLL7mYO+6+hyGDB3P1tddww003061rN+554G7GnXUOS5cs48qrrmLlypWMHHkwT05+is8//5wpLzyPpmn89a+PM3fuXO67+x4uv+JyFsxfwN+enEwwFOSeP93Lb6++moULF3LXvffw2KMPY7aYufLyS3js75M579wJLajJlqOlZp2pJjbtaBlSF2riJh2tgSA8+8oLeDyetHtN1aaWw1XInHpkPeHkU1hTVmZ4ZF26hMLiwiQhxE0PFB7dTcQZNU5zKYyA18zs2jpumeGnU76Nj87twjaPmSs/3UIHa5T3T++HX9UZkphunBJks3UgH8g2HujAotWLOXTwIawoW8HIwSMRhPKyCgYNGojf72fGzJl06dKFQ0aOJBgO4qpzsd9++1FVVUVJhxLy7Hls2riJLl26YLVb0dCYMWMmgWCA439xLDarnc2btxAKBikvL+e4444n35FH2ZoyBg8eTFlZOYMGDURHp3L9Bvr06Q0C5eXlDBo8CIDvv/+BA4cOARTbqrYzb8F8hg0bxoAB/XG7nJSVVRCJRpmzbCG/u+gSnLVOOnbsiMVmYeuWrawpKyPPbmPxkqX8/oZJ7NpVw+LFixk8dAi9e/RCRycaDrJxYxV9+/dNlE9rNqe31pVLHI1JEQ1vgm8Yrdls31hczclfa7YltRRx85zsFmgN05MNye1U2Sl1uVzce9+DXHThBA4ddUgshDEzUVli3xseWXPKwI4bexJr11U0ycDcbjfRqANwQbEQjJRy7GvlXDC0ExW+AHpU4+UTuvJDZAfnv1bHE0f1ZPTAALg0I6IoWG3FOPIbXhNKvasSVROvnLhxbdy7RctdEjdUEZmV1JQtWqbngbgA/49nnuWzLz7n4IMPYcmSRfzvw2nGqTNAxdplXHjxRE4983RmfvoF06ZOpbi0OGucSTqyp9kYfg4MLJV5pRq6ZkO2bW9tPcXJFQOL94NQKIQ1fjZorBQaYmADBg8hEAxSUlzMd8uXNZmX+vTs6wzs+ONZW7khKwNLEBRnYLoDREPhZJnHwo1fb+PTCzuxvDqPiR+t55zuHXjo5M7cPqeaeVU7+ea8wbjEZRzqEY1itZaS52h9l4obujbEwJrzfnPQWmNaQ/vgIRyxYzGne/mIT7/qausoLS1thMmmvtOcNA3syQazOy5gGspPNvOG5hlS7z5aw8CybTSPI25Okm2ze7a0M6XHbGWUbUKoodARbr3lDq6beDV9+vVJhCVreC3BwIpKivh+WW4ksJzqwDSzLfmj0NgImvzE3bnEDEgLFRQ5ETR21e3EbjWxq87B7V+s59FxpZTpIe6bXk2PLjZ2eTWjQN0K4wBJZRxQk+WTRg/pOoKW76Wr/15LdQ7ZaFRZx7d0GNtUHPWYV+rz4tLiRhlkSztoZqM16Mws03QvUo1dbY1MBhW/WmdDpqXRGa/XTP1S+pWtRbceDUmeqdukGkNTiyep7bV+3RgSmMPhSHOD1VD+0+LNoR1Fbr1RpB3q0XA4VQgqXGeUlAlseR2o9W3l2ulbOLN/Mb/s0JFDT3Fx3lu1mHYF6VZkNio7T0BzgQvy8pveTJu5F68d7Ygjzvj3hS1BrUVcUmuNJGlIbopJ119LaefOLYql6SW0tkNO68eadqhHkm3E3ekYoqxOAYXGQaHuAlQEhvcqoFO+ic2uAF1LzUgkQonuQDNBrV/j90O7oGrrwJsPHnNCF5S5lSJ1UT7oDwDpI1AmFBAOR7M8SV96jo9DW7duj41bu1+s2fQn2aTItkinLZe9UyW+eNy5aM5JnWR6fjJ9iDVX+suUvnKJVI1UY/XTHBOQbFvjM69s9aMwlPgPPfJXlixY0ATFcZkt9uun6k7HZGneoR4KhaZpYNMRq1AUDvPY8aV0LbLx9PxqHv/WxdUfV+MJhLjggM4c17cYDwrywqBHsOfV91Wdtl1JFA898kjKJEFLbPVJdais0HjjjTcS72VjHqnThPMuvLDJaUNL9qVJbIpWf7d/9vuZdP6czBAyp8qpnTOTGezrW3IyvWE01En35BYrAQqLChkzdgzDhg1r0bs/2ZO50/Q10nhnLiouoq62DpQdiDLYkc+/Tyzmf5XVrNi+iwElpVxweE+OKTbjEB++vDyU7keZFFZbUtLLdvwYGHsda+pqeWryUxQVldC1a2d+c9FFvPP+e2zaUEn/fgM5+6wzCQbDvPTSS/zmN79hztw5OIoLcVjzqK2ro9t++zHto49AwR9u+D3d9+/Giy+9RG1tLbfcPAnBgkLx6F/+QpfOndm0ZTN33n4Hd91zN48+/Ag33HQTf3/ySd54801OP+00/vv5p2xau55DDxrFCaeO5Yknn8TiMLPuh0omP/lEgvY33n2TDRs3497l5I47bmfevPn88P0qTBYLV1x5BY8+8igP3Hcfz7/wAhecfz75BfltUn/Z0FyG3PQ2+5aFy4aGDrvNpqZuSOpoiJ7498boamlZNIRUHVdjCv2WLsK0lB5BOPeMs1o06EJuB86cSmBph3royY3cmacXG7KHkFdaAhKAwiDK4qeTzcWlA4t4/Be9uPXQQo53RDCFwvgDYjCvoKKoKH7ad3xKml74cenE5/ehR6LUuZzcfNMfWLhoETt37mRbVRU333gzu2qqiUajrKvayJijj+br+XOYMWMWa1aVsWLVSnr26MHjT0/mxBNOwKSZ2ObehqZpXHHF5RxyyCF8Nmt2jAqhats2xv96PIePOoztOzaxa1cdgUAAk1KsW7eOhYsWs3PnTqq37+C2225jY/UWflhXwYjhI5j0u0lU1+5K0L9x40a2bKzijptupdZZh67rvPf++9xwww30HzKQjesr8UQ8BINBKjdsoKCgoMHFi5Ygm8I3s+4aU9ZnkxTS44xPyA2fGul7ApqHuCdchaTFnerfLFOx35QUk/m88Z0BUu9qKs7G6Egt66aQrdyzLTo0hGw0xOu4pYqLHBo25HoKmS6BZYcxzgkKK0JJaQm48sGjQdCEpgUgqhuyo8mK2CxAiHxLPkUlRclVzGbQIyJ07NgRgLw8OzudtfTs2QuACyacj6ZpWAptdN9/f77+ajYDDhxMjcvD9g3b6dmzJ26XG78vwGGHHU5He0dMmtENe/XqxfZN2wCDIefn5WEz2SgtLaVml4eJ11zFe5++x1133snbb7/L0AMOwOl00q+vYUx6wa/Oo3qzsdVHKZVm2eysddGzR08AOnfuBAilJSWg4LARIykvL2fCWb/mrffe4Zijj2ZfQ7ZpnEpjc8bT+JlKP2VXMHsazdWl7Yl0c4UcS2ApM9ZGS1Mn6SBGKCq1UFCcDzYNXTdBMArRIGJWYDLhKCnGFmOO6dOIhguzrMzYyrNx4yYAgsEgA3r0Yt68ebz//vvcetvtAAS2e3A4HKwvX88JY45lxNBBOEMeNE1jzBFHsaZsNXPnzsNsNrNs+Uo++PADnpg8mfGnn8R/XnsNT8hDZdVWwHBZE4lEOOSQQ3j43sfo1KkT6yrXcczRYxgxYgTTp8/gww8/5P4HH+CY0aO578EHmTp1KmBsc/rHs88wZOhg5s6dwzvvvEN5+VrQNJTSmPr+l9x6+22ccsopHDR8BC88/xInnnBCYiFjdyGx0k1F5j68xpTNjZtRGNqqzLpqnSV7/TdSbZfiHbm5Zh0NSTYtRaYE1/KOl6qjbfmbrZG6k0OHHoun8bRzYSdYL81cGrJe/4ff88EH0wBYtXxZmiFrtsJteutG015VM7UfcWHY5XJRUFiA3+fH4XDg9XjJL8gnHIng9XooKihCmRQ+n4/8/HwCgSB5djuRSARd17FYLWho1LhqsZosFDgKcLvdhsSkadjz7fh8fvLy7Pi8PhwOB5FIBKUpLCYLLpeLoqIi/H4/drsdpRShUBiv30NxYTFoULamnG777ccNt9zE//3L2JNms9moqKigR8+e3PGnO/nbX/6KzWZjs9tNlzw7Vquhd4vnJ3u5Na9865elSpsWxQeIPWl5Dq2THDL1Q/XbQW7REmV7w7S11igiid0ry4bSN0L0GzyYUDBESUkx3y3LjSV+TpX4+3Xulvi+adMmhhYP3e04Uy3mdZrH1ICErszhcBj/C4z/VrMFa3HSej0/32ACdrvhVcJkNmEiqcvrUFSa+F5YaDDk+NQnPz8vPW5LcnEhnn5eXl7intVqwWotJb6NY/OmTUz78ENemvIvRAmFhYUIgsfj4Z/PPstdd9yJPc+OIPRI25YlFBTk77EVqn0ZmV2s6a3HuUEqDanMviV7O4z1vfRBZF9C3MlnLs9/zSEDE0aNGgnPG7+WL1/O0GH1GVhLOl02f/NNMa9szxtTNKei/pSm4dSyS5TNb66CMPbEsZx44omJ9+L/Rx0+isMPPzx2p2GKW7uZuCFpOFMjpVAp6Tcmg2Uv2YYszeM2W40h3ZVL9g37qWGNrTFNtY22h5ble3Ml1uy7HbNPIrMxxNS4m9O2aSCMnuVbvRACum48d+Q7GkmpbZEzSVpHOHrMmMTvL2fNbLG4+HNEaqdLXVHaF6yZsp8LaGiZ9uR5ji2Fse1q36FnT6Gx4QP2rHK9cn1lwiX5YUcetgdTSkfOOIgCCgoKEuLlksVLdzvOn9sUqTlL+fsKkmvBraPETVm0AAAY0UlEQVS2obfqd8Km498XDXpT67It67OxuPZku5n6wQeJ7+ecPi5nA0YOGZiRVNeuMb/tbhc7duxoRTz17Yu0tOdGY019/lNCLvLT3CV31eS0rHm24vG6StUTZSrcNerrsuKnAMVDZFKSXCGtv+m8NWi5ZVrDyGRgbVWvjdmzNfVea2nQ0Hj9zbcAMJtMjBo1qpUxtSbtHGPStdcAxsk7b7z55h4bHfcm48r1eN/WldhWnbS5iE99mqqzVK8hCmm07aiM/22Jn9qguLvweDzsqqkBwGK1Jha+coGcM7BfXXRR4vvrb76V0ghVi0eBVD9PSRVn3H6sfrjMxhwf2TP3zWVecaTaEaWmmQwbVyyn2qIl7bJbg+x7HtPtvONmApnl0dRFGs3NbwxJPVzSXj6+oNLctFNpjueBlHuN2WXFUxaSUmC83nVIqQMVK6v6OrCGyqPpnKfXclPX7iKbT/rGyjJb2q2lpzn5USge+POfE2e+3nHrH4Hs+4b3BHLOwOxA376Gc7QtVVVM/+artE7fkkJuSaVkC5ut4bamMdZnYJnPsh9+0BzEDVHjDSK5UTv5N5PuliDVp0ZcEmpOfjPT3J0O0tS9ht9PHSgk7fvulHlmGtmOtdhbDCz9WWqYxtNubABviM7m5ufzL75MfL/iigsay06bI+cMTBBe/8+rid8PPfQIyQ3Xe246Gb+aatjZpMC9uVgQl8DiEkRjG2x2h8ZUaW5fQLO2gqWURKpb8MzRf3e2I7UVI9wdSMYneT/5PD18w2jOANVcKBRTnnuR6l3GXt3jfzkWsDX+Uhsj5wxMoeixf3cGxw6uKPthDW+89VZCUmnLdNK9Y8YvldbI4967UpXEmQ2gNdswmkJz48zcCpQqXaTSDqBiiuzmbpNJp6dtvIhCvCxbFk8mjc1hqMnpZpLuPWUysTf3ZMYH+ObSYGyGb+x56xlYKkMPBoL87Ym/JZ5NeeypVsbaeuwVQyylFC+/+Hzi95133Y3T6WqTRpLszI1XUXxa1nCazev+cZ1ES9GazbV7wqHh7kBi7CO7aXC7qnt3oQHrnGHWOcP7WL0b9n+Tfv8HgsEgAFdedmninNJcYq+VSq8evTh1/OkAhMNhrrh+EvFNElu3bKWsbH1a+C1VESq270yROTQWl9dRta0WSO/c2So7KcnoafeIvUFCQkuirDbEs9N34XRqKcrh5CjkReO/31Tw4ddlrK4Jp8SZVCjrjU76kkg6klEp+UhCQ8Pn8zFr0Va+WrSNWYu2ssHrTdCup4SLI9XEIPNkgHioTVW72L5je0JySaWzYQW3EcPy1TuZtWgrXy/azleLtzNr8XbcTo0NW/xs37aDzHMO4vSlU5FcDojXvw58tqCSSMJrrxFOSCqwUyePC1ftZOpXq+uVmaTURf0cNO+TGj7p4TdJkx77nigrXWPaN2vTaM28steFIlkeybg/mrGJj2ZsAvQWSNUtW1BpqGXqKf+TiwVG+3z73Xf45LPPEmFvv+22RinaU9irbP2J+x7Gbje8p347ezZ/uvseECj3duLSx1ejJMmQbnpxGRNuX5L2/m//PJsdTmN/oU7qZCtzxUlPxNPwRhmjKuOdbc66ACPPfZ/NW3ZRsbUaSFnhFMV9by5n2IRpvLM4yrfrTZz1+y/pPn4qTkl2wlTEp34NSVFxJuf1KU6+6TPC0fjKYFIHVrUzxMWPLmXKzDqem1HFUZfO5ponl7A72/Ff/mw9L8wMtOrdK59YweP/28Wr89bz5Cc1TP6khlotzKTn5/DHf1c2O57U6V9cT3ndXxbg9hmW3cmazdT1CK9N38S5D8xj0UYTTmfum7OGxum3zSAUMmrcGwhz8f2LqNixs03izystbTpQjvHdd99x0y1/TPx+6/XX0vb05hI53cydicKiQqa++zZnjT+XUCjEv199lWHDhjLu1xP4fq2HqAiaAqdfZ+7KXRR07stWd5j9Cs24ddhcZ6ZvLwcKRSgKAX+Igjwbuslwx6NQhCJCZZ0fc0TRp0sebreXwuJ8IgKRiMJmBqc3iMlsIt9uQkMhusYnM1bxyG0nct0JndBMqeM9TH7/B+Yv97Pi3+Mothud79FLB/LKl5spVumdLKIr/L4gVpsVmyVdEguGFeFQiLw8KyZNEB38eojyLX5q3UFKCqxYzUlWGLZY6N7BxJu3HpCIZ9DFn/PdDi8HdjUaUCCiEwyGyc+zYtHSp9GhqOD3h7DlWbGbjAlgxNaZovxUR5MaEQGzSUeiGh5/AHueDYspO5d8/Kp+DOqWtPvR0fnwvhMTcooe1TCZIBDQMZkEq8Vgxj5fFKUUjjxzml4v8V1ZUFpMOotqKJPgCRgyQIE9phPSNV75fB1v/+0kRu2fhzLFhi/RcHsD2Gw2bJYUpXdUQ5l03N4wBXYbmIAoiBK8viCOfBtmTRHWBZ8viMNhx5xShNGwwhcMYrPbsMd6jtMXZcmaOpzeKAUSpSDfQvUX52NKqedQRBEMBMm32zGl1Gc0Cpqm4fGHMJtM2G1to4Pck1i/fj2nnjEu8fvq317JmNGj9xo9e5WBKRTDhw3nvrvv4s677wHg1tvuAIGDhu3Hhm1R+u1v4vv1fg4/oIAe3YSvVu5kwuhuLP9uG6OGWinM03j+iyoefXEBBQ47JfkaL9x/HIM62PAGQpx8y9eEIlDgsNKrs51psyqp/fTXzCuvYdr/VrEzYGF5hRMhxI0XHsylJ/Rk4hMzmF7RheiiXbwxdQFz/nlqrGEJHq/w9FtlzHn+DIrshi14vPNdcmIPdJIbzFducHPz3z5nq7cIqynMw1eM4tSj9gPgtdmbuO0fqyhxKLp3sPCvW47EYQ9z5FXTocOBnHTzV9x7aU/GHzskUV4SO2AkdeVtQL8eVFXtZFjX3nz2bR1/enEuwYiJ0kITT9x4GIf0KUShWLXOzfVPfUuNR2frTg8v3380p4/sklYfXl+Y8+6fz+8n7M9B/fow4a7PcPk1nH7F23cexuHDSuuZdcTVy/EFEIAn311FF4eJi345mDPv+JxLxw3lnudXMnZoMU/fPprrn1jKrOVbUMrKuUf34N7Lh2EySYJ5JSFomOhx3lSenDSaB19ZiDsQ4dbfHMTE0/ty7v2zWe8s5ppHV2KJVLPgudOo3Obm2sfmUlUHuoS4/9KhnH1cP3wozrjxU04dO5zn317GYxfkE87vQ2UtLFi0ju+3hjlwQClPXHswk56cR+W2IPkFEWY9dho2q+K/c7dyz8tLieomhCCvPzCWvt0LGH3VVGwd+3HiLbMYN8THfX84ixNu+IQZ//wlZmDWsmr++OxiQlGFpqK8dPuRHDyglF3VwjXPfcWQnp2YNnMjoXCEZ28+irEju+yRRYg4mr/V3kCqvWBFeQW/OOnkxLMxo4/irrv+1MYUthCyj+DZf/5Tuvfuk7gOPfl8eeyddRIVXX77+Hx549tq+XJVnZz7wLciInLjC6tl8n83iYjIZQ/PlSpPWDwi8sHCOhl55aciIjLx6cVy16tlIiKiiy7vfbNDOp35noiIfLjMKx1Pf1f+u7RaPCKyvjYiAy6ZIXNX75Idnojc8HyZPPPFLinbEZaoRBNxLFhTK8dOmi4iIlGJii66/LDRJZVb66Rya52s21IrtV6vbKkLysALpsmcCqd4RGTVtrB0P/s9Wb2xTkRELnxgjuz0RcQjIv+aUSe/uGWm6KLLjkBEek/4SDwhI/Zoyuf7jW4Z+bsvpXyrR8o318nrX1VJvwnvitsfkVXVEelw5qeydldE3KLL3LVu6X3eh1JVE5E6f1R6jJ8q35T5xC26lO0IS+9z3pGA6HL3a5Xy2LRN4vGFZfT1M+Xxj4wyPeKaT+WthbXiEZGlG/3yhylLRU+hR0TkiIkz5JEPtsjLMyrl5RmV8uqXS0VE5P5XVsiUqStFF10OnThLxt2/XDY5w7LVE5Ybn1kmV01eIh4RqYvoMuGR5TL5vfK08hQR6XX2u1LrjYiISKcz35O7X/lBPCKyti4s+4//UCp2hKTaE5Tjb5wlH3/nlq2esER1XUpPe0c+WGnkc11tWIb9drZMm79V3CLS95Kv5LZXlopLF/F6RZ75vFoGXvSR/LA9LEHR5YK/LZdeF06X5Zu94hGf/O7pFfL0+6tE13W56bnl8t1Wo419+X2dHHjRVPFGdfGLSJdx74vTb9RlMBSVLmdOFV10Kd9UJ30vmCbLN7rFIyILK/3S8bR3pMbpk7U7Q9LlrPflgwU7xSMi0793ysGXfSiBSHqdPzezRia/v1ZEovWu1E9TzxsLpzcQNv7RRZcvvpye1j+PPv54CYfDifpqC8TbVUuwzyxtXHvNNdx5e1IRuG3NfN6dfDHr129k6owtnHNQB0b2ymPhGi+RCHyzcBMnjShBR2fKTUcxa8FmnvxgOwUFUWq9OhFg+sIdXPHLfgn90vgxnfF7QoDh+mPE8L6cdnAH8tHpXaJx2+UjeOl/ZXRyKCwSoNjsZUBnY3oVtzQP6ennWyoUv39qCVc+vZIrn17J6XctZOqMrXzw1VbOPnkwR/UvJA+dA7qaePSPx3Hni6sAeO6mI/lk7kYef/MHhnQNsLnGQigYJT9iQkkkIfEZaRiwKKHao3PN00s56dZveHe+l8+fOYMCu4lrHp7P64+OoW8HjXyEI/s5OO+04bwzq4y3Zm3lnFMGctRAG/kIAzqb+OH1c4l7JxOsXHj/bE4c04sbz+iOIIwa0Z23Pq3gu9W19O5i4cmrD06b6gFommLNFp3F680s2WDj29Veg86Y37MQCp8vxJ+vGMj+RRr7Ocy8+fk6LjmxN9+trqWsvIZfH9eNF6ZVJKS4OMymZL69riD3XzyYPHT6FpsYNqCEqlovHR1WbFawmKPs5zDz2bIdjB5zEGcNy8MB9Ckx8cQNw3jmre+wIPhqt3PXr0dQoHTy8gWbHuDoI4cxuIsJC3D0iC784pBODO+eh4M8zjxuIIvKtqGU4v4rhrGqspoXPyqHqJdoXidctQFsMY2nQpEfk43jK3PPfLKVP158BMN7OshD59DeNm69ajSPTdtGQamZ0iIbZx3WiXx0xhxQxI5QB3Z5G5a+JONq7FlbrAErFKFAiNtuv5PLrrwycf+Yo8fw+ccfYzab9/qUd59hYAATr7mGfzz9FDabYQy3efMWjvvF8ZTWfQKE6FBgZWB3OyurvPgDfvp0cRBC46DLP2BZZZBBPUzMXlqDpoGJCFEUVnP6Klj8W54NBnYKpaXfs6OJ7a4UOxplSiruMVYUu3VyULHZgz8SXy7Qmfa3Y/no4TF8/vAYhg4uoW/3QrbX+ujfK9V+SBjas4jqGsNc5MBLPmD99jAH9OvIh/OdmCVIQzP6uK1TFEXXEsUXD4/hweuOAf9OuhcbzKJy4076dbOmTcMO7lvI+u1Bttd4GdKrKCVGwW43mrnFYmLKO9+R16UHC1bsJBoxJoWPXzuMX47pxYPvbObo3/2PKZ+sTVuFBQgGI9x5Til/v2J/nrqsK09fNxodnXAkQq2eTM9hsyTKymLVeHXWdv5v+jamzatg+nIn408ckFDgx8srmtKPTVq6/VE4JR8AdjGho1NRbeaQXiRWUwWhR6cCdni9WAG73YJJU4l0NAS7KUxqd+9caErQCuDVo4SjwlFXTWfJis1061LMvFVeXN6kYXGynmLDjm50qy3VIXp0USltSBjYo4iN29xG+JS+H4kKdq3xxZRcMbD4YtOnn3zOcSecwOtvvpl4dvaZZ/Hq//3fXlPaZ2KfYmAAZ505jhmffZbwbgrg3/wlww4eyZ133cUvDy/m7lerGH5AD/Jt8G15iE5dOvOXywdz3qiOXD+uN05nAB9mDh6yHx/P20TcbmXZphAmq8GUQhGNj+ftIJgwYFC88tFaTj2ym9F4TXZEmerR17uTmdEjuvKX11cn9EAWBDuwvibEN3M2MWZ4F4Yf2IlPZtUlGgMo3pm1lcMOHcLCzWEG9iningsHce7hnbn+rL54fFEgTDijQyT3/unomsIUMfRg548pxKrpvPzFZgAu+uVQ/jdzc5oi/P2ZazlycEdGDO7CuzO2kmol9/G32wFFNKJzyvGDee2mfkSiOs99ZsTx/ZpyLju2Mx/dPYyPJ5/Gg88vJxCof0SdX5J6wOTpPzpWFSYTGhpKKR65ejDPXjeEBy4/nMcu68PvTu6WxqAEwZS1ZWa3OI/GymrMYCvvfL4+Yb6hofHF4o0MG9QHb8YgplB4xY4tz0TqEBfJco7xtlCESDjMo1eN4twjOjNxXH8I1SbqSPSME4hikR11YAGfLaxOMYvReO3jlfzyiG4ob3o+lIobSuw9KBSRUISPpv2X4044kd9dew1btlQBYLGYmfz44/zj6cmYzXtVdZ6GfYeSGBSK3n16s3LpEp5/4UUeevRRwDjU4pX/vIb17Xfwmbpz6aWnUV3dk0N7daRyyy5mL99IyNyJ2575lqJiwzTjsWuHcPKk6Sws38b+JRY+WRiiuLQEhSIaiTBg8ADGXvse5x3XnwXrvGypCXPxCYegodAFzKFqFF3SlOYain/dfCin3vY15ZW1TBo/CHtpCbOXVHH/lCV88PRJWMxwxsGdeOaVFdzy9GLOP+sgZiyu4IW3vmf92+NRFp15y2v43woPxRE3t7xcjqWoKwFMFDqgwJHP7f+3gDNGdOTkIwbE0gZTbMOsQYfOlFuOZMj5H3L6yC7cc8lAup/5Lm7dwmmH78ern/zATleQs4/pgVLw0IseJk2Zz+/GHcrMJVX89cXFbH5vPLoIgzobDOiV20Zx+O8+4fTDOnLvvzfRoXgnN118GAuWV1FcmEee3TA0SVXi23VjupuqeNZSljKCoWTZ6eg8+cfjGX7eh7xx3yh85o7cNnkOV0/owzUxKSzOxnQBXa/PsLK5TgrF6mdkr0IG9Czg3Pvn84ffHMrS1dv4x+tr+PQfYwHwxNQHRjwKs4oQDelJph/1E46mL0gAdLWYqK7z88a3O+nduZCnXluEbkoabQ44YDATny3jxL5Rzj9jqHEoM3DFqX046qovuNMS5fSj+/LZ3ErKNoT59eiOVNamM3gVBp2GXTHXp6p1iNuhpSIYDDB3zlxee/NNFi1ezK5dNWnPxx7/C/7210fp3KXzbqff1sjpoR4thY6Os9bJo3/5C6/F/A1lori4lIBuIRAS8vMsnHr2jWyu+JxRQ/sD4AvrLN6Wj4r4GdnTxH/eeI+rLz6HVTUWQjUb6TmoP6vX7ETP68JR3TxYTEanWFO5hUjpEA4sdmdNNxwVFq+tYeGSCjTxUV1yIdcfu4WODi0tzLcVTpZ8t50BfTsz5sCOFNuM4t7uDPDC10UUF9q4YEwB68rmMOrAfijAG9RZtW4LB/TrQaEtKTk4w2ZWb9jJEQOStkErqu3k+SoY2KsH3pAwd8Vmdm7+nl6DRnLYoM7YYnYAoaiw8IctLFtZzsEHdOfgAwbisClW7NBw2Cz0Lzb0Nqs3VqOJnwG9e7Lo+02sXLaIIcMOYuSQvuRb0/Ud35ZXM6xHAY6Mk9BXbNcojm6j9/5dmFfuZEifzpRaktP1hdvz+WRZKYUWP8cf6GVk12C98p3//SYOHdILiybMXbGO0SP6JZ4tqPTRp2sxXfLCfFexib49u+KIHWYcEWFepc6cVWaO6VlO7wNH0MPsM+hdVckhQ/thUQaz/a4mDw1haAdj6ra9uoZtPjMHxabb5Z4ialwBjtg/RLUX5q+qxr9jBQePOYVdNTUc0KsjxZYQwYiwYKsdh93MIZ29zPluE2OGGUffBSLCoooalq7azqABPRg7vBCLpoiKMG+jhaN7R2K5EuZVeDigTydKzMnyWLu5Crd9IAd3ShHZdhM7qrcRDkdYsnQZgYAfl8tNKBSqF27IkEG88K/n6NOrT4Yt5Z5Baw712OcZWNyIMxwM88orr3L/Qw/tbbLa0Y6fNE7/1TgevO0uOnfujGTYNbYzsDaA3+9n6tSpfPTJx3z77UKi0WjCH3c72tGO5kHTNEwmMx06lDD+rLO54PwJ9OvXr+kX9xB+NgwsG3R03E43W7ZsSVsACAaDBAIBHA4HSilMJkMx73Q6cTgcmM1m/H7/PrOqEgqFsFqtWZ95vd7EMXBxRCIRNM1QjgOJ/62Fz+dDRNB1HRHjKLfdjTMTTqeT4uLiJsO5XC5EpF7YQCCQ2ILWWohIWj7j/5sbbzAYTKyW/5jgdrvZf//9UUplqQM9RQuZe/zsGFhmhhsrgMwN1fFwP/bTahrauN5aNOT/6sdeTplo63L7MSEz7+kLMHtvJfRnx8Da0Y52/HTQGga2z9mBtaMd7WhHc9HOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aNHOwNrRjnb8aLHPeWRtRzva8fPCbjkfaN/M3Y52tOPHivYpZDva0Y4fLf4f2xMYTZC98owAAAAASUVORK5CYII="/>VK5ednc

除了跟踪野火Google的AI还可以用来预测洪水,2021年他们通过Google搜索和地图向?2300万人发送了1.15亿条洪水警报通知,帮助挽救了无数生命。目前,Google正在将他们洪水预测系统的覆盖范围扩大到南美洲、撒哈拉以南非洲和南亚。VK5ednc

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"/>VK5ednc

与此同时,Google正在研究AI如何帮助读取和分析低成本超声设备的输出,为资源匮乏地区的准父母提供孕期信息以尽早发现问题。同时他们还计划继续与护理人员和公共卫生机构合作,通过自动视网膜疾病评估工具?(ARDA)?扩大糖尿病视网膜病变筛查的范围。VK5ednc

此外,Google正在探索如何使用AI让用户通过手机就能检测呼吸和心率,让任何拥有智能手机的人都能更容易得获得医疗保健,也是?Google?Health更广阔愿景的一部分。VK5ednc

责编:Ricardo

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