AI 為何有幻覺（Hallucination）？OpenAI 解析大語言模型結構問題．幾年又如何進步神速？如何精準提問與應用工具 #利世民 @Hok6

利世民 • September 12, 2025

利世民

View Channel

About

利世民，香港人；表面上係時事評論人，實際上係世俗嘅哲學愛好者，主流以外另一種聲音。樂天知命，不問鬼神，意識形態為新古典自由主義，人物設定為 Chaotic Neutral，長期處於存在危機。過去四分一世紀，平均半年就有新嘅興趣同題目。

AI 為何有幻覺（Hallucination）？OpenAI 解析大語言模型結構問題．幾年又如何進步神速？ 如何精準提問與應用工具 #利世民 @Hok6

利世民

About

Latest Posts

【英國經濟病】稅務負擔創新高．「國進民退」引發惡性循環．英鎊恐長期弱勢 #利世民 #實用經濟學

長不大的「左」．為何越來越多人懷疑制度？學歷貶值、躺平與制度崩解的社會危機 #利世民 #大寶雪梨來鴻

為何要殺死一隻會生金蛋嘅鵝？北京為何要犧牲香港？ #利世民 #日常政治學

點樣用人民幣攻下澳洲？由人民幣國際化到國際人民幣化 #實用經濟學 #利世民

You May Also Like

AI Learning Kit Essentials

Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 &amp; PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super &amp; AMD GPU Compatible

GEEKOM A8 AI Mini PC (3-Year Quality Support) with AMD Ryzen 9 8945HS Mini Computers, 32GB DDR5 RAM&amp;2TB M.2 2280 NVMe Gen4*4 SSD, Windows 11 Pro Mini Desktop, WiFi 6E/BT5.2/USB4/8K/Quad Display

GMKtec K11 Mini PC, AMD Ryzen 9 8945HS(8C/16T, Up to 5.2GHz) W11 Pro, 32GB DDR5 RAM 1TB Mini Desktop Computer, HDMI/DisplayPort/USB4*2

MINISFORUM AMD Ryzen 9 9955HX MS-A2 Mini PC (16C/32T, up to 5.4GHz), 64GB DDR5 1TB SSD, PCIe×16, HDMI/2x USB-C (8K@60Hz), 2X SFP+ 10G, 2X 2.5G LAN, 3X SSD M.2 (2280/22110/U.2)

AtomMan G7 Pt Mini PC AMD Ryzen 9 7945HX(16C/32T, up to 5.4GHz) 32GB DDR5 1TB PCIe4.0 SSD Micro Computer, HDMI+DP+USB-C Output, 2.5G LAN, WiFi7, BT5.4, 4xUSB AMD Radeon RX 7600M XT Graphics Gaming PC

Crucial 64GB DDR5 RAM, 5600MHz (or 5200MHz or 4800MHz) Desktop Memory Kit, UDIMM 288-Pin, Compatible with 13th Gen Intel Core and AMD Ryzen 7000 - CT2K32G56C46U5

Samsung 990 EVO Plus - 4TB PCIe Gen4. X4, Gen5. X2 NVMe 2.0 - M.2 Internal SSD, Speed Up to 7,250 MBs, Upgrade Storage for PC-Laptops, HMB Technology and Intelligent Turbowrite (MZ-V9S4T0B/AM)

SAMSUNG 870 EVO SATA SSD 500GB 2.5” Internal Solid State Drive, Upgrade PC or Laptop Memory and Storage for IT Pros, Creators, Everyday Users, MZ-77E500B/AM [Canada Version]

SAMSUNG 870 EVO SATA III SSD 4TB 2.5” Internal Solid State Drive, Upgrade PC or Laptop Memory and Storage for IT Pros, Creators, Everyday Users, MZ-77E4T0B/AM [Canada Version]

SAMSUNG EVO Select Micro SD-Memory-Card + Adapter, 128GB microSDXC 160MB/s Full HD &amp; 4K UHD, UHS-I, U3, A2, V30, for Android Smartphones, Tablets, Nintendo-Switch (MB-ME128SA/AM) [Canada Version]

Anker USB C Charger Cable (6ft 100W, 2Pack), USB 2.0 Type C Fast Charging Cable for iPhone 15 / 15Pro / 15Plus / 15ProMax MacBook Pro 2020, iPad Pro 2020, iPad Air 4, Samsung Galaxy S23+/S23 Ultra ClimatePartner certified

Anker USB C Cable, [2-Pack, 6 ft] Type C Charger Premium Nylon USB Cable, USB A to Type C Charging Cable Fast Charge for Samsung Galaxy S10 S10+ / Note 8, LG V20 and Other USB C Charger (Black)

Logitech G203 Wired Gaming Mouse, 8,000 DPI, Rainbow Optical Effect LIGHTSYNC RGB, 6 Programmable Buttons, On-Board Memory, Screen Mapping, PC/Mac Computer and Laptop Compatible - Black

Logitech K250 Bluetooth Keyboard with Numpad, Easy Connectivity, Compact Wireless Keyboard Made with Recycled Plastic, Spill-Resistant, Comfortable Keys - Windows/MacOS - Graphite

Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - Black

Logitech K400 Plus Wireless Touch TV Keyboard With Easy Media Control and Built-in Touchpad, HTPC Keyboard for PC-connected TV, Windows, Android, Chrome OS, Laptop, Tablet - Black

Razer BlackShark V2 X Gaming Headset: 50mm Drivers - Cardioid Mic - Memory Foam Cushion - Lightweight- Comfortable, Noise Isolating Earcups - for PC, PS4, PS5, Switch - 3.5mm Audio Jack - Black ECOLOGO

Dell 27 Plus 4K Monitor - S2725QS - 27-inch 4K (3840 x 2160) 120Hz 16:9 Display, IPS Panel, AMD FreeSync Premium, sRGB 99%, Integrated Speakers, 1500:1 Contrast Ratio, Comfortview Plus - Ash White

LEGO DREAMZzz Z-Blob&#x27;s Robot and Vehicle Adventures Robot Toy Building Kit - Mech Suit Set for Kids, Boys and Girls, Ages 7+ - 19 Rebuild Options for Pretend Play - Gift Idea for Birthday - 71487

LEGO Icons Williams Racing FW14B &amp; Nigel Mansell F1 Model Car Kit - Building Set for Adults, Ages 18+ - F1 DIY Craft for Display - Gift Idea for Fans of F1-10353

LEGO Icons French Café Paris Building Kit - DIY Set for Adults - Collectible Bedroom and Home Decor - Display for Home or Office - Gift for Coffee Lovers - 10362

LEGO Creator 3 in 1 Retro Roller Skate Building Kit, Transforms from Roller Skate Toy to Mini Skateboard to Boom Box Radio, Birthday Gift for Skaters, Cool Toy for Boys and Girls Ages 8 and Up, 31148

Mini Crossbody Chest Bag - Travel Essentials, Water Resistant Fanny Pack Sling Shoulder,Running Belt Hiking Daypacks for Phone,Sport,Birthday Gift for Him Her Men Boyfriend Husband

Maliton Maliton Muslin Burp Cloths for Baby Girl 6 Pack Large 20&#x27;&#x27;x10&#x27;&#x27; 100% Cotton Burp Rags Absorbent and Soft 6 Layers Muslin Cloth Baby Boy Newborn Essentials Must Haves(Fairy Tale, Pack of 6)

Sling Crossbody Bag, 4-Pocket Anti Theft Cross Body Shoulder Bag,Water Resistant Chest Bag Fanny Pack,Travel Essentials Side Bag for Sport Work, Gift for Him Her Men Boyfriend Husband

NICOSHOW 6 Set Compression Packing Cubes, Compressible Travel Packing Cubes Travel Essentials, Luggage Organizers for Carry-on Suitcase, Grey OEKO-TEX STANDARD 100

Loading...

AI 為何有幻覺（Hallucination）？OpenAI 解析大語言模型結構問題．幾年又如何進步神速？如何精準提問與應用工具 #利世民 @Hok6

Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible

GEEKOM A8 AI Mini PC (3-Year Quality Support) with AMD Ryzen 9 8945HS Mini Computers, 32GB DDR5 RAM&2TB M.2 2280 NVMe Gen4*4 SSD, Windows 11 Pro Mini Desktop, WiFi 6E/BT5.2/USB4/8K/Quad Display

SAMSUNG EVO Select Micro SD-Memory-Card + Adapter, 128GB microSDXC 160MB/s Full HD & 4K UHD, UHS-I, U3, A2, V30, for Android Smartphones, Tablets, Nintendo-Switch (MB-ME128SA/AM) [Canada Version]

LEGO DREAMZzz Z-Blob's Robot and Vehicle Adventures Robot Toy Building Kit - Mech Suit Set for Kids, Boys and Girls, Ages 7+ - 19 Rebuild Options for Pretend Play - Gift Idea for Birthday - 71487

LEGO Icons Williams Racing FW14B & Nigel Mansell F1 Model Car Kit - Building Set for Adults, Ages 18+ - F1 DIY Craft for Display - Gift Idea for Fans of F1-10353

Maliton Maliton Muslin Burp Cloths for Baby Girl 6 Pack Large 20''x10'' 100% Cotton Burp Rags Absorbent and Soft 6 Layers Muslin Cloth Baby Boy Newborn Essentials Must Haves(Fairy Tale, Pack of 6)