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Pakar blockchain dan AI IBM mengatakan ChatGPT menimbulkan beberapa risiko utama untuk penggunaan perusahaan
(IBM blockchain and AI expert says ChatGPT poses several key risks for enterprise use)
Published: 2023-08-18
1. Potensi Risiko ChatGPT untuk Penggunaan Perusahaan - Artikel ini menyoroti kekhawatiran yang diajukan oleh pakar blockchain dan AI IBM mengenai risiko yang terkait dengan penggunaan ChatGPT untuk tujuan perusahaan. - Ahli percaya bahwa ada tiga risiko utama yang perlu ditangani: bias, keamanan, dan kurangnya penjelasan. - Bias: ChatGPT dapat menunjukkan perilaku bias berdasarkan data yang dilatihnya, yang berpotensi mengarah pada hasil diskriminatif dalam interaksi pelanggan atau proses pengambilan keputusan. - Keamanan: Pakar memperingatkan bahwa ChatGPT dapat rentan terhadap serangan permusuhan, di mana aktor jahat memanipulasi sistem untuk menghasilkan respons yang tidak diinginkan atau berbahaya. - Kemampuan menjelaskan: Proses pengambilan keputusan ChatGPT seringkali sulit dipahami dan dijelaskan karena sifatnya yang kompleks, sehingga menantang perusahaan untuk membenarkan atau mengaudit keputusannya.
2. Mengatasi Bias di ChatGPT untuk Penggunaan Perusahaan - Untuk mengurangi bias, pakar menyarankan untuk meningkatkan proses pelatihan dengan memasukkan berbagai perspektif dan kumpulan data yang beragam, memastikan bahwa sistem AI terpapar ke input yang lebih luas. - Memantau dan mengaudit output ChatGPT secara teratur juga dapat membantu mengidentifikasi dan memperbaiki masalah terkait bias sebelum berdampak signifikan pada operasi perusahaan. Perusahaan harus menerapkan mekanisme untuk umpan balik pengguna dan menerapkan transparansi dalam bagaimana sistem berfungsi untuk secara proaktif mengatasi masalah bias.
3. Memastikan Keamanan dan Kemampuan Menjelaskan di ChatGPT - Untuk meningkatkan keamanan, pakar menekankan perlunya pengujian yang ketat dan penilaian kerentanan untuk mengidentifikasi dan memperbaiki potensi kelemahan dalam sistem. - Menerapkan protokol enkripsi yang kuat dan pemantauan berkelanjutan dapat membantu melindungi dari serangan permusuhan di ChatGPT. - Mempromosikan kemampuan menjelaskan dapat dicapai dengan mengembangkan metode untuk melacak proses pengambilan keputusan ChatGPT, memungkinkan perusahaan untuk memahami dan membenarkan outputnya. Ini dapat mencakup teknik seperti menghasilkan penjelasan untuk respons sistem. Secara keseluruhan, sementara ChatGPT menawarkan kemungkinan menarik untuk aplikasi perusahaan, penting untuk mengatasi risiko yang terkait dengan bias, keamanan, dan kemampuan menjelaskan untuk memastikan penggunaannya yang bertanggung jawab dan efektif dalam pengaturan perusahaan.. .
1. Potential Risks of ChatGPT for Enterprise Use - The article highlights the concerns raised by an IBM blockchain and AI expert regarding the risks associated with using ChatGPT for enterprise purposes. - The expert believes that there are three main risks that need to be addressed: bias,security,and the lack of explainability. - Bias: ChatGPT can exhibit biased behavior based on the data it was trained on,potentially leading to discriminatory outcomes in customer interactions or decision-making processes. - Security: The expert cautions that ChatGPT can be vulnerable to adversarial attacks,where malicious actors manipulate the system to produce undesirable or harmful responses. - Explainability: ChatGPT's decision-making process is often difficult to understand and explain due to its complex nature,making it challenging for enterprises to justify or audit its decisions.
2. Addressing Bias in ChatGPT for Enterprise Use - To mitigate bias,the expert suggests enhancing the training process by incorporating multiple perspectives and diverse datasets,ensuring that the AI system is exposed to a wider range of inputs. - Regularly monitoring and auditing ChatGPT's outputs can also help identify and correct bias-related issues before they have a significant impact on enterprise operations. - Enterprises should implement mechanisms for user feedback and apply transparency in how the system functions to proactively address any bias concerns.
3. Ensuring Security and Explainability in ChatGPT - To enhance security,the expert emphasizes the need for rigorous testing and vulnerability assessments to identify and fix potential weaknesses in the system. - Implementing strong encryption protocols and continuous monitoring can help safeguard against adversarial attacks on ChatGPT. - Promoting explainability can be achieved by developing methods to trace the decision-making process of ChatGPT,enabling enterprises to understand and justify its outputs. This can include techniques such as generating explanations for the system's responses. Overall,while ChatGPT offers exciting possibilities for enterprise applications,it is important to address the risks associated with bias,security,and explainability to ensure its responsible and effective use in a corporate setting.
Reference: cointelegraph.com
Koin yang paling banyak diperdagangkan
(Perbarui setiap 1 jam)
| pada | dari | adalah ($US) | pergantian ($) |
|---|---|---|---|
| 1 | BTC |
71,308.00 | 3,682,656,371.44 |
| 2 | ETH |
3,681.96 | 2,976,164,835.65 |
| 3 | ARS |
1,138.60 | 2,045,810,182.10 |
| 4 | SOL |
187.07 | 1,043,607,095.87 |
| 5 | PEPE |
<0.01 | 573,721,983.44 |
| 6 | DOGE |
0.17 | 257,915,567.72 |
| 7 | WIF |
2.86 | 250,881,693.23 |
| 8 | XRP |
0.54 | 222,745,670.17 |
| 9 | GALA |
0.04 | 174,967,746.53 |
| 10 | BONK |
<0.01 | 172,175,118.54 |
| 11 | RUNE |
7.29 | 164,577,888.05 |
| 12 | NEAR |
8.29 | 136,645,089.29 |
| 13 | ENA |
0.87 | 131,189,822.64 |
| 14 | FTM |
0.92 | 119,935,122.68 |
| 15 | LINK |
17.41 | 113,740,149.68 |
| 16 | AVAX |
40.61 | 112,493,222.24 |
| 17 | BOME |
0.01 | 111,873,105.41 |
| 18 | RNDR |
10.90 | 100,823,879.22 |
| 19 | FLOKI |
<0.01 | 85,732,919.05 |
| 20 | PENDLE |
6.01 | 85,360,169.29 |
| 21 | ETHFI |
4.03 | 82,911,092.93 |
| 22 | OP |
2.93 | 80,360,013.93 |
| 23 | PYTH |
0.47 | 77,185,665.78 |
| 24 | ADA |
0.51 | 76,592,933.99 |
| 25 | ETC |
32.32 | 76,551,196.54 |
| 26 | WLD |
5.13 | 74,654,894.39 |
| 27 | ORDI |
44.21 | 66,582,563.46 |
| 28 | FIL |
6.29 | 66,495,006.96 |
Koin dengan harga yang naik dengan cepat
(Perbarui setiap 1 menit)
| pada | dari | adalah ($US) | lagi (%) |
|---|---|---|---|
| 1 |  METIS |
77.91 | +31.43 |
| 2 |  REZ |
0.13 | +30.84 |
| 3 | PYTH |
0.47 | +29.33 |
| 4 | BONK |
<0.01 | +27.78 |
| 5 | PENDLE |
6.01 | +24.48 |
| 6 |  ENS |
17.72 | +23.83 |
| 7 | ETHFI |
4.03 | +23.65 |
| 8 | ENA |
0.87 | +22.93 |
| 9 | PEPE |
<0.01 | +22.78 |
| 10 |  LDO |
2.10 | +22.28 |
| 11 |  UNI |
9.34 | +21.34 |
| 12 |  GNO |
355.10 | +20.66 |
| 13 |  BEAMX |
0.03 | +20.08 |
| 14 | OP |
2.93 | +19.76 |
| 15 | ETH |
3,681.96 | +19.73 |
| 16 |  WBETH |
3,817.69 | +19.30 |
| 17 |  AUCTION |
16.10 | +18.56 |
| 18 |  STRK |
1.24 | +18.03 |
| 19 |  GMX |
34.14 | +18.01 |
| 20 |  SKL |
0.08 | +17.85 |
| 21 |  MAGIC |
0.78 | +17.47 |
| 22 |  INJ |
28.32 | +17.36 |
| 23 |  MANTA |
1.68 | +17.18 |
| 24 |  MAV |
0.41 | +17.17 |
| 25 |  WNXM |
78.48 | +17.08 |
| 26 |  SNX |
2.99 | +17.02 |
| 27 |  REN |
0.07 | +17.00 |
| 28 |  AAVE |
99.65 | +16.96 |
| 29 |  OMNI |
15.94 | +16.35 |
| 30 | ETC |
32.32 | +16.26 |
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| 1 | Pernyataan Anggota FED (Loretta J. Mester). (FOMC Member Mester Speaks) | Selasa (Tue) | 21-05-2024 | 01:00 |
| 2 | Pernyataan Menteri Keuangan AS (Jenet Yellen). (Treasury Sec Yellen Speaks) | Selasa (Tue) | 21-05-2024 | 15:00 |
| 3 | Pernyataan Anggota FED (Christopher J. Waller). (FOMC Member Waller Speaks) | Selasa (Tue) | 21-05-2024 | 20:00 |
| 4 | FOMC Member Barkin Speaks (FOMC Member Barkin Speaks) | Selasa (Tue) | 21-05-2024 | 20:00 |
| 5 | Pernyataan Anggota FED (Williams). (FOMC Member Williams Speaks) | Selasa (Tue) | 21-05-2024 | 20:05 |
| 6 | FOMC Member Bostic Speaks (FOMC Member Bostic Speaks) | Selasa (Tue) | 21-05-2024 | 20:10 |
| 7 | Pernyataan Anggota Fed (Barr). (FOMC Member Barr Speaks) | Selasa (Tue) | 21-05-2024 | 22:45 |
| 8 | Pernyataan Anggota FED (Loretta J. Mester). (FOMC Member Mester Speaks) | Rabu (Wed) | 22-05-2024 | 06:00 |
| 9 | Laporan penjualan rumah AS (Existing Home Sales) | Rabu (Wed) | 22-05-2024 | 21:00 |
| 10 | laporan persediaan minyak mentah (Crude Oil Inventories) | Rabu (Wed) | 22-05-2024 | 21:30 |
| 11 | Rapat Komite Kebijakan Moneter Fed (FOMC Meeting Minutes) | Kamis (Thur) | 23-05-2024 | 01:00 |
| 12 | angka pengangguran AS (Unemployment Claims) | Kamis (Thur) | 23-05-2024 | 19:30 |
| 13 | Perkiraan produksi barang AS (Flash Manufacturing PMI) | Kamis (Thur) | 23-05-2024 | 20:45 |
| 14 | Perkiraan Layanan AS (Flash Services PMI) | Kamis (Thur) | 23-05-2024 | 20:45 |
| 15 | Laporan penjualan rumah baru AS (New Home Sales) | Kamis (Thur) | 23-05-2024 | 21:00 |
| 16 | Laporan cadangan gas bumi (Natural Gas Storage) | Kamis (Thur) | 23-05-2024 | 21:30 |
| 17 | FOMC Member Bostic Speaks (FOMC Member Bostic Speaks) | Jumat (Fri) | 24-05-2024 | 02:00 |
| 18 | Laporan Pesanan Barang Tahan Lama Bulanan (Core Durable Goods Orders m/m) | Jumat (Fri) | 24-05-2024 | 19:30 |
| 19 | Pesanan bulanan untuk barang tahan lama (Durable Goods Orders m/m) | Jumat (Fri) | 24-05-2024 | 19:30 |
| 20 | Pernyataan Anggota FED (Christopher J. Waller). (FOMC Member Waller Speaks) | Jumat (Fri) | 24-05-2024 | 20:35 |
| 21 | Meningkatkan angka Indeks Keyakinan Konsumen (Revised UoM Consumer Sentiment) | Jumat (Fri) | 24-05-2024 | 21:00 |
| 22 | Laporan Inflasi yang Diharapkan dari Universitas Michigan (Revised UoM Inflation Expectations) | Jumat (Fri) | 24-05-2024 | 21:00 |
