ພື້ນຖານຊັບສິນດິຈິຕອນ (ຊັບສິນດິຈິຕອນ) - TiTdoi (TiTdoi.com)


ສິ່ງທີ່ອະທິບາຍໄດ້ AI XAI -  What is explainable AI XAI

ສິ່ງທີ່ອະທິບາຍໄດ້ AI XAI
(What is explainable AI XAI)


Published: 2023-05-09


1. ຫົວຂໍ້ຫຼັກຂອງບົດຄວາມແມ່ນ "ອະທິບາຍໄດ້ AI (XAI)" ອະທິບາຍໄດ້ AI (XAI) ແມ່ນແນວຄວາມຄິດທີ່ເກີດຂື້ນໃນໂລກຂອງປັນຍາປະດິດ (AI) ທີ່ມີຈຸດປະສົງເພື່ອເຮັດໃຫ້ AI algorithms ມີຄວາມໂປ່ງໃສແລະເຂົ້າໃຈໄດ້ຕໍ່ມະນຸດ. ບົດ ຄວາມ ນີ້ ສົນ ທະ ນາ ກ່ຽວ ກັບ ວິ ທີ ທີ່ XAI ສາ ມາດ ນໍາ ໃຊ້ ເພື່ອ ສ້າງ ລະ ບົບ AI ທີ່ ໄວ້ ວາງ ໃຈ ໄດ້ ຫຼາຍ ຂຶ້ນ , ແລະ ມັນ ໃຫ້ ສັງ ລວມ ກ່ຽວ ກັບ ສິ່ງ ທ້າ ທາຍ ແລະ ຜົນ ປະ ໂຫຍດ ຂອງ ການ ນໍາ ໃຊ້ XAI.

2. XAI ສາມາດຊ່ວຍແກ້ໄຂບັນຫາທີ່ກ່ຽວຂ້ອງກັບຄວາມລໍາອຽງແລະການຈໍາແນກໃນລະບົບ AI ຫນຶ່ງໃນຜົນປະໂຫຍດທີ່ສໍາຄັນຂອງ XAI ແມ່ນສາມາດຊ່ວຍຫຼຸດຜ່ອນຄວາມສ່ຽງຂອງຄວາມລໍາອຽງແລະການຈໍາແນກໃນລະບົບ AI. ໂດຍການເຮັດໃຫ້algorithms AI ມີຄວາມໂປ່ງໃສຫຼາຍຂຶ້ນ,XAI ສາມາດຊ່ວຍໃຫ້ແນ່ໃຈວ່າລະບົບ AI ບໍ່ໄດ້ຕັດສິນໃຈໂດຍອີງໃສ່ປັດໄຈຕ່າງໆເຊັ່ນ: ເຊື້ອຊາດ, ເພດ,ຫຼື ອາຍຸ. XAI ຍັງສາມາດຊ່ວຍສ້າງຄວາມໄວ້ວາງໃຈລະຫວ່າງລະບົບ AI ກັບຜູ້ໃຊ້ມະນຸດຂອງເຂົາເຈົ້າໂດຍໃຫ້ຄໍາອະທິບາຍທີ່ຊັດເຈນກ່ຽວກັບວິທີທີ່ AI ໄດ້ມາເຖິງການຕັດສິນໃຈຂອງຕົນ.

3. XAI ມີຜົນກະທົບຕໍ່ອຸດສາຫະກໍາຕ່າງໆ ລວມທັງການປິ່ນປົວສຸຂະພາບແລະການເງິນ XAI ມີຄວາມສາມາດທີ່ຈະສົ່ງຜົນກະທົບຕໍ່ອຸດສາຫະກໍາທີ່ກວ້າງຂວາງ, ແຕ່ບົດຄວາມນີ້ເນັ້ນເຖິງການນໍາໃຊ້ທີ່ອາດເປັນໄປໄດ້ໃນດ້ານການປິ່ນປົວສຸຂະພາບແລະການເງິນ. ໃນການປິ່ນປົວສຸຂະພາບ, XAI ສາມາດຊ່ວຍໃຫ້ທ່ານຫມໍແລະພະຍາບານເຂົ້າໃຈໄດ້ດີວ່າ ວິທີການ AI ກໍາລັງເຮັດການວິນິໄສແລະຄໍາແນະນໍາໃນການປິ່ນປົວ, ເຊິ່ງໃນທີ່ສຸດອາດນໍາໄປສູ່ຜົນໄດ້ຮັບຂອງຄົນເຈັບທີ່ດີກວ່າ. ໃນດ້ານການເງິນ,XAI ສາມາດນໍາໃຊ້ເພື່ອສ້າງລະບົບ AI ທີ່ເຊື່ອຖືໄດ້ ແລະ ໄວ້ໃຈໄດ້ຫຼາຍຂຶ້ນ ສໍາລັບການກວດກາການສໍ້ໂກງ ແລະ ການອະນຸມັດເງິນກູ້. ເຖິງຢ່າງໃດກໍ່ຕາມ, ບົດຄວາມໃຫ້ຂໍ້ສັງເກດວ່າ ການນໍາໃຊ້ XAI ໃນອຸດສາຫະກໍາເຫຼົ່ານີ້ຈະຮຽກຮ້ອງໃຫ້ເອົາຊະນະສິ່ງທ້າທາຍທາງດ້ານເຕັກນິກແລະດ້ານສິລະທໍາຈໍານວນຫນຶ່ງ.. .


1. The main topic of the article is "Explainable AI (XAI)" Explainable AI (XAI) is an emerging concept in the world of artificial intelligence (AI) that aims to make AI algorithms transparent and understandable to humans. The article discusses how XAI can be used to build more trustworthy AI systems,and it provides an overview of the challenges and benefits of using XAI.

2. XAI can help address issues related to bias and discrimination in AI systems One of the key benefits of XAI is that it can help mitigate the risks of bias and discrimination in AI systems. By making AI algorithms more transparent,XAI can help ensure that AI systems are not making decisions based on factors such as race,gender,or age. XAI can also help build trust between AI systems and their human users by providing clear explanations for how the AI arrived at its decisions.

3. XAI has implications for various industries,including healthcare and finance XAI has the potential to impact a wide range of industries,but the article highlights its potential applications in healthcare and finance. In healthcare,XAI could help doctors and nurses better understand how AI algorithms are making diagnoses and treatment recommendations,which could ultimately lead to better patient outcomes. In finance,XAI could be used to build more reliable and trustworthy AI systems for fraud detection and loan approval. However,the article notes that implementing XAI in these industries will require overcoming a number of technical and ethical challenges.


Reference: cointelegraph.com

ຫຼຽນທີ່ມີການຊື້ຂາຍຫຼາຍທີ່ສຸດ


(ອັບເດດທຸກໆ 1 ຊົ່ວໂມງ)
ທີ່ ຈາກ ແມ່ນ ($US) ລາຍໄດ້ ($)
1 BTC title=BTC 66,109.90 3,034,946,170.16
2 ARS title=ARS 1,086.50 2,000,976,023.80
3 ETH title=ETH 3,015.50 1,145,100,636.67
4 SOL title=SOL 162.60 881,110,088.37
5 PEPE title=PEPE <0.01 713,382,477.03
6 WIF title=WIF 3.02 318,758,945.48
7 DOGE title=DOGE 0.16 302,204,904.47
8 BOME title=BOME 0.01 291,739,917.49
9 FLOKI title=FLOKI <0.01 285,846,065.10
10 PEOPLE title=PEOPLE 0.05 233,838,777.67
11 NEAR title=NEAR 8.12 224,636,267.67
12 XRP title=XRP 0.52 176,812,120.51
13 RNDR title=RNDR 10.56 176,234,747.52
14 AEVO title=AEVO 0.89 169,184,435.85
15 ENA title=ENA 0.73 163,767,075.68
16 RUNE title=RUNE 6.55 145,599,481.89
17 WLD title=WLD 5.03 122,967,312.56
18 FTM title=FTM 0.81 118,876,047.32
19 BONK title=BONK <0.01 116,143,304.19
20 AVAX title=AVAX 34.78 75,521,237.08
21 AR title=AR 43.67 73,099,377.78
22 JTO title=JTO 4.67 69,560,727.78
23 OP title=OP 2.50 66,398,549.10
24 SUI title=SUI 1.01 62,735,490.98
25 ORDI title=ORDI 38.83 61,980,178.48
26 ADA title=ADA 0.46 49,016,058.49
27 ARKM title=ARKM 2.41 48,556,101.53
28 1000SATS title=1000SATS <0.01 46,478,256.58

ຫຼຽນທີ່ມີລາຄາເພີ່ມຂຶ້ນຢ່າງໄວວາ


(ອັບເດດທຸກໆ 1 ນາທີ)
ທີ່ ຈາກ ແມ່ນ ($US) ເພີ່ມເຕີມ (%)
1 ConstitutionDAO title=PEOPLE 0.05 +39.40
2 Chromia title=CHR 0.34 +28.45
3 Fantom title=FTM 0.81 +25.17
4 Jito title=JTO 4.67 +22.14
5 Reserve Rights title=RSR <0.01 +20.55
6 Sei title=SEI 0.55 +20.20
7 BEAMX title=BEAMX 0.03 +19.52
8 BOOK OF MEME title=BOME 0.01 +19.08
9 Raydium title=RAY 1.78 +18.57
10 Theta Fuel title=TFUEL 0.11 +18.09
11 Immutable title=IMX 2.39 +17.59
12 iExec RLC title=RLC 3.46 +17.38
13 NEAR Protocol title=NEAR 8.12 +16.56
14 THORChain title=RUNE 6.55 +15.48
15 Stacks title=STX 2.19 +15.46
16 0x Protocol title=ZRX 0.51 +14.84
17 TrueFi title=TRU 0.12 +14.62
18 Yield Guild Games title=YGG 0.83 +14.56
19 Bittensor title=TAO 397.40 +14.33
20 SingularityNET title=AGIX 0.96 +14.05
21 BakerySwap title=BAKE 0.29 +14.04
22 GALA title=GALA 0.05 +13.92
23 JasmyCoin title=JASMY 0.02 +13.68
24 Tensor title=TNSR 0.90 +13.61
25 JOE title=JOE 0.49 +13.50
26 Ocean Protocol title=OCEAN 0.96 +13.39
27 Numeraire title=NMR 27.72 +13.28
28 IoTeX title=IOTX 0.05 +13.27
29 Neutron title=NTRN 0.69 +13.05
30 API3 title=API3 2.46 +13.02

Bitcoin's Greed and Fear Index.

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70
Greed

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3 ບົດລາຍງານດັດຊະນີການຜະລິດສະຫງວນຂອງ Philadelphia Federal Reserve (Philly Fed Manufacturing Index) ວັນພະຫັດ (Thur) 16-05-2024 19:30
4 ບົດລາຍງານກ່ຽວກັບຈໍານວນທີ່ຢູ່ອາໄສເລີ່ມກໍ່ສ້າງ. (Housing Starts) ວັນພະຫັດ (Thur) 16-05-2024 19:30
5 ບົດລາຍງານດັດຊະນີລາຄານໍາເຂົ້າປະຈໍາເດືອນ (Import Prices m/m) ວັນພະຫັດ (Thur) 16-05-2024 19:30
6 ບົດ​ລາຍ​ງານ​ການ​ຜະ​ລິດ​ອຸດ​ສາ​ຫະ​ກໍາ​ (Industrial Production m/m) ວັນພະຫັດ (Thur) 16-05-2024 20:15
7 ອັດ​ຕາ​ການ​ນໍາ​ໃຊ້​ (Capacity Utilization Rate) ວັນພະຫັດ (Thur) 16-05-2024 20:15
8 ຖະແຫຼງການສະມາຊິກ Fed (Barr). (FOMC Member Barr Speaks) ວັນພະຫັດ (Thur) 16-05-2024 21:00
9 ລາຍງານຄ່າເລີ່ມຕົ້ນຂອງໜີ້ສິນຈໍານອງອະສັງຫາລິມະສັບ. (Mortgage Delinquencies) ວັນພະຫັດ (Thur) 16-05-2024 21:10
10 ບົດລາຍງານການສະຫງວນອາຍແກັສທໍາມະຊາດ (Natural Gas Storage) ວັນພະຫັດ (Thur) 16-05-2024 21:30
11 ຖະແຫຼງການຂອງສະມາຊິກ FED (Loretta J. Mester). (FOMC Member Mester Speaks) ວັນພະຫັດ (Thur) 16-05-2024 23:00
12 FOMC Member Bostic Speaks (FOMC Member Bostic Speaks) ວັນ​ສຸກ (Fri) 17-05-2024 02:50
13 ບົດລາຍງານດັດສະນີດ້ານເສດຖະກິດປະຈໍາເດືອນ (CB Leading Index m/m) ວັນ​ສຸກ (Fri) 17-05-2024 21:00
14 ຖະແຫຼງການຂອງສະມາຊິກ FED (Christopher J. Waller). (FOMC Member Waller Speaks) ວັນ​ສຸກ (Fri) 17-05-2024 21:15
15 FOMC Member Daly Speaks (FOMC Member Daly Speaks) ວັນ​ສຸກ (Fri) 17-05-2024 23:15
16 FOMC Member Kugler Speaks (FOMC Member Kugler Speaks) ອາທິດ (Sun) 19-05-2024 04:45

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