《洞察AIGC：智慧型創作的套用、機遇與挑戰》是2023年8月1日清華大學出版社出版的圖書，作者：李海俊。
基本介紹
- 中文名：洞察AIGC：智慧型創作的套用、機遇與挑戰
- 作者：李海俊
- 出版時間：2023年8月1日
- 出版社：清華大學出版社
- ISBN：9787302640714
- 定價：89 元
- 印次：1-2
- 印刷日期：2023.09.15
內容簡介,圖書目錄,
內容簡介
《洞察AIGC：智慧型創作的套用、機遇與挑戰》內容分為 3 篇：第 1 篇“AIGC 的蛻變”講述 AIGC 的發展歷史及其背後的智慧型；第2 篇“AIGC 的套用”講述 AIGC 在文學創作、日常辦公、知識管理、科研出版、工業製造、健康醫療、金融服務、品牌行銷領域的套用現狀及常用工具；第 3 篇“AIGC 的機遇與挑戰”講述 AIGC 的資本與技術前景，同時提出需要注意的風險。
圖書目錄
目 錄
第1篇 AIGC的蛻變
第1章 開啟AIGC的魔盒 ··············································································2
1.1 AIGC的來歷與預言 ···············································································2
1.2 AIGC與Web 3.0及數字孿生 ····································································22
第2章 AIGC背後的智慧型 ··············································································30
2.1 AIGC技術源——生成式AI ······································································30
2.1.1 生成式AI發展歷程 ·············································································30
2.1.2 生成式AI創新世界 ·············································································35
2.2 AIGC背後的人類智慧型 ···········································································40
2.2.1 RNN Seq2Seq模型 ···········································································42
2.2.2 Transformer模型 ··············································································42
第2篇 AIGC的套用
第3章 AIGC的商業套用 ·············································································52
3.1 套用概述 ··························································································52
3.2 文學創作 ··························································································57
3.2.1 AIGC作品展覽 ·················································································57
3.2.2 AIGC的創作過程 ··············································································64
3.3 日常辦公 ··························································································67
3.3.1 微軟大招 ························································································67
3.3.2 其他辦公領域 ··················································································70
3.4 知識管理 ··························································································74
3.4.1 高管知識管理 ··················································································74
3.4.2 組織知識管理 ··················································································76
3.5 科研出版 ··························································································79
3.5.1 創作科研書籍 ··················································································79
3.5.2 創作方法 ························································································84
3.6 工業製造 ··························································································86
3.6.1 汽車設計與製造 ················································································86
3.6.2 晶片設計與製造 ················································································90
3.7 健康醫療 ···························································································99
3.7.1 預期套用 ·························································································99
3.7.2 合成虛擬病人與數據 ··········································································100
3.8 金融服務 ···························································································105
3.8.1 生產力十倍說 ···················································································105
3.8.2 務實的AIGC踐行者 ············································································109
3.9 品牌行銷 ···························································································111
3.9.1 易化與輕鬆化 ···················································································111
3.9.2 個性與趣味化 ···················································································113
第4章 AIGC工具市場 ·················································································116
4.1 AIGC頭牌之ChatGPT ···········································································118
4.1.1 ChatGPT脈絡 ··················································································118
4.1.2 向ChatGPT提問的技巧 ·······································································122
4.1.3 ChatGPT套用 ··················································································124
4.2 文學創作 ···························································································136
4.2.1 圖文並茂：copymatic ·········································································138
4.2.2 有口皆碑：Jasper ·············································································140
4.2.3 功能強大：Rytr.ai ··············································································142
4.2.4 小說專用： Sudowrite ········································································144
4.2.5 克服障礙：Sassbook ·········································································145
4.2.6 內容校對：Grammarly ········································································146
4.2.7 轉述利器：QuillBot ············································································147
4.2.8 表述利器：Wordtune ··········································································149
4.2.9 手稿分析：Authors.A.I. ·······································································151
4.2.10 文創遊戲：AI Dungeon ······································································152
4.2.11 其他文學創作工具 ·············································································154
4.3 藝術設計 ····························································································157
4.4 音樂創作與音頻處理 ··············································································161
4.5 代碼編寫 ····························································································166
第3篇 AIGC的機遇與挑戰
第5章 AIGC的機遇 ·····················································································170
5.1 資本寵兒 ····························································································170
5.1.1 投資增長 ··························································································170
5.1.2 誰領風騷 ··························································································171
5.2 驚人展望 ·····························································································175
5.2.1 真懂行的自然語言 ···············································································175
5.2.2 新語言生成新世界 ···············································································178
5.3 中國的AIGC發展 ···················································································181
5.3.1 AIGC蓄勢待發 ···················································································181
5.3.2 中國AIGC生態 ···················································································184
第6章 AIGC的挑戰 ·····················································································191
6.1 侵權與不可信 ·······················································································194
6.2 品質疑雲重重 ·······················································································197
6.2.1 AI幻覺 ·····························································································197
6.2.2 魔鬼藏在細節里 ··················································································199
6.3 “燒錢”式碳排放 ·····················································································202
6.3.1 “燒錢”的算力獸 ···················································································202
6.3.2 驚人的碳排放 ·····················································································205
6.4 對發展的慎重考量 ··················································································206
6.4.1 安全的一體兩面 ··················································································206
6.4.2 共同駕馭AIGC ···················································································208
附錄A AI生成的本書知識圖譜 ·········································································212
後記········································································································214
