shaopenghan的个人博客分享 http://blog.sciencenet.cn/u/shaopenghan

博文

会不会下一个爱因斯坦是人工智能

已有 1430 次阅读 2024-4-14 16:28 |系统分类:博客资讯

chatGPT还不是通用人工智能,也没有自主意识,未来需要新的芯片和计算机架构才能实现AGI。

两次因果放大,跨越三个空间层级——自主信息系统的特点

DNA通过RNA读取信息,表现在蛋白质等生物大分子上,维持细胞运转,这是一次因果放大,更微观层面的扰动引起DNA的突变,也是一次因果放大,所以以DNA为主信息系统实现了两次因果放大,跨越了三个空间层级。

同样,大脑思考学习表现在身体行为上,是一次因果放大,自主意识、偶发灵感亦源于更微观层面的扰动,也是一次因果放大,所以说大脑-神经系统也做到了两次因果放大,跨越了三个空间层级。

而且这两级因果放大,后一级是非常稳定的,前一级是不稳定的。如果两级放大都非常稳定,就会融合成一级了,若两级都不稳定,那跟自然界一直都有发生的蝴蝶效应没什么区别了。对于前一级放大稳定,后一级不稳定,这其实就是普遍存在的主体行为变化产生的外界影响。

现在的计算机只做到了一次因果放大,跨越两个空间层级,所以只是自动信息系统。未来若要冲刺人工智能则需要再下探一级。

要在经典计算机上做到偶发,实现真正的人工智能恐怕很难,类脑计算机和量子计算机倒是有很大希望。

量子计算机在运行中有相当比例的错误率,这里的错误会是实现计算机普适性的关键,但前提我们要找到驾驭它并进行信息筛选的方法。这将是通往人工智能的必由之路。

未来的计算机会像DNA突变、大脑产生灵感那样实现自主进化,也需要培育、筛选,就像人类社会中培育小孩那样,他们经过分流、学习、训练,掌握必要的知识技能,拥有足够的创造力、熟练运用相应知识的能力,剔除叛逆、不稳定、能力不达标的不合格个体。然后运行一段时间会产生差异化,乃至在创新等领域也会涌现出天才个体,好似人工智能中的爱因斯坦、牛顿。

如果人类一直没能找到包含引力的大一统理论,不妨让人工智能来试一试,万一真做出来呢?或许下一个爱因斯坦不是人类,而是人工智能中的天才个体。

大一统理论太难、太复杂,而人脑即便是天才,其创造力、信息整合能力终究有限,人类做不到也算是现实,万一这真的是人脑智力攀越不了的高峰,那也只有寄托于人工智能了。

未来的科学,不仅仅实验科学需要依赖天文望远镜、粒子对撞机、冷冻电镜这些大型设备,连理论研究可能都要依赖于存放于机房里规模庞大的人工智能了。

这将迎来人类天才谢幕,人工智能中的天才个体崛起的时代,他们会逐步成为推动科学进步的主力。



https://blog.sciencenet.cn/blog-3408518-1429641.html

上一篇:chatGPT还不是通用人工智能,也没有自主意识
下一篇:训练结果差异化会是辨别通用人工智能的重要特征
收藏 IP: 119.143.213.*| 热度|

0

该博文允许注册用户评论 请点击登录 评论 (0 个评论)

IP: 113.140.11.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [8]鐎殿喚濞€椤庯拷   2017-8-30 10:42
  
IP: 222.219.184.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [7]biofans   2017-8-10 13:19
IBC2017
Title:
Deconstructing the Plant Regulatory Genome: Enabling Technologies
IP: 222.219.184.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [6]biofans   2017-8-10 13:16
ZT
Dr. Joseph Ecker is a Professor of Plant Molecular and Cellular Biology Laboratory and Director of the Genomic Analysis Laboratory at the Salk Institute for Biological Studies. He is also an Investigator of the Howard Hughes Medical Institute and Gordon and Betty Moore Foundation. Prof. Ecker holds the Salk International Council Chair in Genetics. For nearly 25 years, Dr. Ecker has been at the forefront of research to decode the genome of Arabidopsis thaliana, a mustard weed that has become the gold standard of plant research. He was a leader of the international effort to sequence all of Arabidopsis which was completed in 2000. More recently, Dr. Ecker has turned to deciphering the epigenome, the layer of molecular tweaks that act on DNA to turn genes on and off. The genetic reference books developed by Ecker and his colleagues may have enormous practical uses in crop engineering. This work is also showing that the complicated genetic underpinnings of plants and humans are more similar than common perception. Dr. Ecker has received a number of honors for his notable contributions to the field of plant biology. In a study TIME magazine ranked Dr. Ecker and his team闁炽儲鐛� work to provide the first detailed map of the human genome, as the second most important scientific discovery of 2009. In 2011, he received the George W. Beadle Medal for his outstanding contributions to the genetics community. His other accolades include National Academy of Sciences, John J. Carty Award for the Advancement of Science; the Martin Gibbs Medal; the International Plant Growth Substances Association Distinguished Research Award; and the Kumho Science International Award in Plant Molecular Biology.
IP: 117.151.49.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [5]闁哄懎绻戦崹姘跺椽閿燂拷   2017-7-29 10:46
濞戞挴鍋撳☉鎿冧簼濠р偓婵﹥婢樻导鎰矙鐎n亞鐟庨柕鍡曠劍閺嗏偓閻㈩垰鐗炵槐婵嬪礃濞嗗海鍟婇柛鎴犲Т瀹曞嫮寮ч崶鈺佲挅闁荤偛妫楅鐔煎储閻斿嘲鐏¢柛妤佽壘椤撳綊鏁嶇仦鐐﹀☉鎾崇У濡插摜鎹勯妸褎娅曢柨娑虫嫹
IP: 58.213.152.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [4]闁藉嫧鈧磭姣堥悗鐧告嫹   2017-7-28 15:09
  
IP: 183.144.210.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [3]zjzhaokeqin   2017-7-28 10:30
闁艰鲸姊婚柈鎾及椤栨艾鐏¢柡鍌烆暒缁狅絽鈹冮敓锟�http://blog.sciencenet.cn/blog-329317-853956.html
IP: 116.22.184.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [2]闁哄洨鍋撳锟�   2017-7-28 09:53
闁告鍘栨繛鍥ㄥ緞瑜嶉鐔哥▔閳ь剚绋夐鍡樻櫢闁绘せ鏅涢鐔煎极濞嗘劕鎴块弶鈺傜☉閸欏棙瀵兼担椋庣懝闁挎稑鑻々褔寮稿⿰鈧划娑㈡倿閼稿灚笑闁稿纰嶆俊褔寮甸娑欑厵闂傚牄鍨诲▓鎴澬掗弬娆炬搐闁活喗鏌ㄨぐ鍌炴焾閵娾晜锛岄柨娑樺缁″啯绋夊鍡樞﹂悹鎭掑妿閺咁偊鏁嶇仦鑲╃ɑ濠碘€冲€归悘澶愬磻濮樿泛娅ㄩ柧璇茬У閸ㄣ劍瀵兼担椋庣懝缂佺媴绱曢幃濠冪閸☆厾绀夐悘蹇氶哺濡插摜鎹勯妸褎娅曞ù婊愭嫹 - 閺夆晜鐟ら柌婊堟⒕閹冾唺婵絾妫佺欢婵囧緞瑜嬮埀顒婃嫹
IP: 116.22.184.*   闁搞儳鍋涢ˇ锟� | 閻犙嶆嫹 閻犙嶆嫹 +1 [1]闁哄洨鍋撳锟�   2017-7-28 09:51
闂侇喛妫勯惈妯荤鎼粹剝鍊卞☉鎾亾濞戞搩浜。顐﹀春閿燂拷 - 闁告帒妫楅悺娆撴偨閻斿搫鈷栭悗娑崇畱閹倿鏁嶉敓锟�
濠碘€冲€归悘澶婎渻瀹ュ洤鈷栭悗娑崇畱椤斿秹宕戝顐㈩槻閹兼潙锕ょ亸浼存偨閻斿墎鍟婇柨娑樻湰婢х娀寮伴婵囩《闁伙絽鐭夌槐娆愮▔瀹ュ懏鍊遍悶娑樺缁楃喖鏁嶆径鍫氬亾閿燂拷
闁搞儳鍋涢ˇ锟�  闁挎冻鎷� 闁诡喓鍔忛鈺呮儍閸曨剚笑闁靛棗鍊峰妤呭冀閸忓吋闄嶉悹鍥彧缁辨欢cker闁汇劌瀚▔鏇㈡偩鐏炵晫鐣介幖杈剧細缁″啰鎷嬮崨濠勬⒕闁哄牆顦伴崗鍌滄寬閳ヨ尪鍘柣銊ュ閸嬪懏绋婇崼婵勪海闁靛棗鍊风粭澶嬫交閸パ傜驳婵$偛绉舵晶鍧楁儍閸曞墎绀夐柤瀹犲Г婵℃悂鎯嶉弮鍌楁晙濡澘妫楅悡娆忣嚈閺堥潧鍤戦柛鎺撴緲婵晠鎮ч埡浣搁瀺閻庢冻璁g槐婵囨交濞嗗繐鍤掔紓浣哥箲濡茬ǹ袙閺冨洨绐涢悘蹇斿灱椤棝鎯冮崟顏嗗晩闁靛棗鍊归崹婊堝礃濞嗘帞绠圭紒鈥虫搐瀹曘儵寮崶鈺傜暠闁烩晩鍠氬▓鎴︽晬鐏炵偓笑闁圭粯鍔欓崯瀣嚊椤忓嫮绠掗柨娑樺缁楀鎲版担鐟拔╅柣顏嗗帶閸樻粓宕i鍕拱闂傚嫭鍔曞﹢顏堟嚊椤忓嫮绠掗柣銊ュ閻栬櫣绮氶崼鏇ㄦ殭闁糕晝鍣︾槐婵嬫嚀鐏炵晫瀹夐悹鍥ュ劙婵炲洨鎲撮崱娑樻鐎殿喒鍋撻梻鍐╂煣缁旀挳鎮欓惂鍝ョ濠㈣埖鐭花锛勬喆閿濆嫮顏卞ù婊勭☉閸欑偓绂掗弽銊︾厵闂傚牄鍨诲▓鎴︽儗閵夈劎妲曢柕鍡楀€风弧鍐媼闂堚晝绀夊ù鍏肩濠€渚€骞囪箛鏂垮帓濞戞挸绉撮崺宀勬儍閸曨剚鏆柤鐐仛閳ь剨鎷�
2017-7-28 12:281 婵°倗銆嬬槐娆撳炊閻愬樊妲绘俊銈夋?鐎靛矂鏁嶉敓锟� 閻犙嶆嫹 閻犙嶆嫹 +1 | 闁搞儳鍋涢ˇ锟�

1/1 | 闁诡剚妲掗锟�:8 | 濡絾鐗犻妴锟� | 濞戞挸锕g粩瀛樸亜閿燂拷 | 濞戞挸顑勭粩瀛樸亜閿燂拷 | 闁哄牜鍋婇妴锟� | 閻犲搫鐤囧ù锟�

Archiver|手机版|科学网 ( 京ICP备07017567号-12 )

GMT+8, 2025-3-16 16:37

Powered by ScienceNet.cn

Copyright © 2007-2025 中国科学报社

返回顶部