Yann LeCun（前Meta首席AI科学家，现AMI Labs创始人）在2026达沃斯论坛上的演讲直接把整个Agent行业的桌子给掀了🤯AI圈都在喊Agent是AI的下一章：OpenAI推Operator，Anthropic搞Computer Use，成千上万创业公司狂堆LangGraph和CrewAI。结果他站出来放了一句狠话：“基于LLM构建agentic systems，就是一场灾难的配方。”他的质疑听起来朴实简单，但却直戳要害：如果一个系统连自己行动的后果都预测不了，它怎么可能规划出正确的行动序列？这不就进到一个架构级的死胡同了吗？！目前的LLM本质只是下一个token预测器，它只有相关性，没有因果性，它没有内在世界模型，无法像人类一样在脑子里提前模拟“如果我这么做，世界会怎样”。它的每一步规划，本质上都是一次概率赌博。走一步错一步，错误越积越多，最后必然崩盘。所以现在所有的Agent框架，其实都在给一艘漏水的船贴胶带： 加更多prompt、加重试机制、加复杂状态机、加工具钩子…… 脚手架越复杂，错误传播反而越快。这也不是LeCun第一次泼冷水了，从2023年起他就反复说
0:15
x.com阿绎 AYi
Yann LeCun（前Meta首席AI科学家，现AMI Labs创始人）在2026达沃斯论坛上的演讲直接把整个Agent行业的桌子给掀了🤯AI圈都在喊Agent是AI的下一章：OpenAI
阿绎 AYi (@AYi_AInotes). 162 likes 31 replies. Yann LeCun（前Meta首席AI科学家，现AMI Labs创始人）在2026达沃斯论坛上的演讲直接把整个Agent行业的桌子给掀了🤯AI圈都在喊Agent是AI的下一章：OpenAI推Operator，Anthropic搞Computer Use，成千上万创业公司狂堆LangGraph和CrewAI ...
70.5K views1 week ago
Computer Operator Jobs
Computer operator skills | computer operator job and duties | computer operator interview
4:19
Computer operator skills | computer operator job and duties | computer operator interview
YouTubeSchool of Learnings
512 viewsJan 28, 2025
Computer Operator Job | Computer Operator Ka Kya Kaam Hota Hai | Computer Operator Work in Office
0:06
Computer Operator Job | Computer Operator Ka Kya Kaam Hota Hai | Computer Operator Work in Office
YouTubeKnowledge Topper
23K views8 months ago
Computer Operator Interview Questions and Answer ( Top :- 10 )
9:04
Computer Operator Interview Questions and Answer ( Top :- 10 )
YouTubeQuick Learner QL
270K viewsMay 28, 2021
Top videos
PSC Computer Operator Practical Question Set 5
PSC Computer Operator Practical Question Set 5
blogspot.comSK Technical Institute
Aug 2, 2018
What is an operator in programming?
2:40
What is an operator in programming?
techtarget.com
Aug 16, 2022
Today Computer operator paper ppsc | PRA Paper Computer operator | solved paper computer operator
6:02
Today Computer operator paper ppsc | PRA Paper Computer operator | solved paper computer operator
YouTubesource 4 Education
2 views3 months ago
Computer Operator Skills
"Complete Computer Operator Course Learn Typing, Data Entry, IT Support Office Skills Step by Step
0:54
"Complete Computer Operator Course Learn Typing, Data Entry, IT Support Office Skills Step by Step
YouTubeA Code solution software
92 views10 months ago
Data Entry and Keyboarding Skills (Part - 1), Unit - 2 (Domestic Data Entry Operator) IT 402
9:50
Data Entry and Keyboarding Skills (Part - 1), Unit - 2 (Domestic Data Entry Operator) IT 402
YouTubeCBSE INFOTECH
150.8K viewsAug 3, 2019
UPP Computer operater Grade A Typing tips..#computeroperator #uppolice
0:24
UPP Computer operater Grade A Typing tips..#computeroperator #uppolice
YouTubeVeer PCS Point
6.4K views5 months ago
PSC Computer Operator Practical Question Set 5
PSC Computer Operator Practical Question Set 5
Aug 2, 2018
blogspot.comSK Technical Institute
What is an operator in programming?
2:40
What is an operator in programming?
Aug 16, 2022
techtarget.com
Today Computer operator paper ppsc | PRA Paper Computer operator | solved paper computer operator
6:02
Today Computer operator paper ppsc | PRA Paper Computer operator | solved paper computer operator
2 views3 months ago
YouTubesource 4 Education
👉 UP Police Computer Operator 2026 🔥 Relational Data Model Course 🔥Table Relation, Tuple, Attributes
18:31
👉 UP Police Computer Operator 2026 🔥 Relational Data Model Course 🔥Table Relation, Tuple, Attributes
5 views1 week ago
YouTubeOlevel Guruji
👉 UP Police Computer Operator 2026 🔥 Data Organization & File Management System | Database (DBMS)
19:07
👉 UP Police Computer Operator 2026 🔥 Data Organization & File Management System | Database (DBMS)
42 views2 weeks ago
YouTubeOlevel Guruji
👉 UP Police Computer Operator 2026 🔥 Basics of SQL Complete Crash Course | DDL, DML, SELECT + Tricks
34:26
👉 UP Police Computer Operator 2026 🔥 Basics of SQL Complete Crash Course | DDL, DML, SELECT + Tricks
146 views1 week ago
YouTubeOlevel Guruji
Logical Operators in C
12:09
Logical Operators in C
494.2K viewsMar 28, 2018
YouTubeNeso Academy
Computer Operator & Programming Assistant
3.4K viewsMay 31, 2021
YouTubeQUEST Alliance
5:33
Introduction to Operators in C
400.8K viewsMar 20, 2018
YouTubeNeso Academy
22:21
Lec 1: Introduction to DBMS | Database Management System
3.3M viewsNov 19, 2019
YouTubeJenny's Lectures CS IT
50:46
Lecture - 1 Introduction To Computing
822.7K viewsJun 4, 2008
YouTubenptelhrd
6:32
Basic Computer Operations | ICT
24.7K viewsApr 7, 2020
YouTubeEdufirst TV
7:44
57. Central Difference Operator | Finite Differences
81.9K viewsMay 20, 2018
YouTubeMKS TUTORIALS by Manoj Sir
8:10
Bitwise Operators 1: The AND Operation
45.4K viewsJan 26, 2020
YouTubeComputer Science Lessons
13:54
C_14 Operators in C - Part 2 | Arithmetic & Assignment Operators | C Programming Tutorials
379.6K viewsDec 24, 2020
YouTubeJenny's Lectures CS IT
4:17
How Computers Work: CPU, Memory, Input & Output
1.1M viewsJan 30, 2018
YouTubeCode.org
4:55
Quantum Chemistry 3.2 - Operators
72.9K viewsAug 14, 2016
YouTubeTMP Chem
15:38
C_13 Operators in C - Part 1 | Unary , Binary and Ternary Operators in C | C programming Tutorials
644.5K viewsDec 23, 2020
YouTubeJenny's Lectures CS IT
18:09
Basics of OS (Computer System Operation)
1.4M viewsAug 5, 2017
YouTubeNeso Academy
4:38
Computer numerically controlled (CNC) machine operator (Episode 125)
19.3K viewsJun 11, 2020
YouTubeWorkBC's Career Trek
3:36
Operating System Notes for Tech Placements ‪@ApnaCollegeOfficial‬
739.6K viewsJul 14, 2021
YouTubeApna College
39:59
Computer Operator Tayari || Definition Features History Types Generations || Day 3 || Readersnepal
23.8K viewsJul 3, 2021
YouTubeReaders Nepal
8:19
What is Operating System? full Explanation | Introduction to operating system
3.3M viewsDec 11, 2020
YouTubeLearn Coding
0:45
5 Basic Operations of a Computer | Basic Computer
207.1K viewsMay 31, 2021
YouTubeLearn Coding
3:02
HOW COMPUTER WORKS WITH EXAMPLE || FUNCTIONS OF A COMPUTER || COMPUTER FUNDAMENTALS
87.3K viewsAug 11, 2020
YouTubeMake It Easy Education
30:19
Basic of Computer | Data Entry Operation | Hardware Software|Compulsory Subject|NIOS RSOS CBSE RBSE|
92.6K viewsJun 26, 2019
YouTubeVishal Mathurani
6:25
Operators in Java (Hindi) | What is Operator? Discuss with types
374.1K viewsOct 17, 2020
YouTubeLearn Coding
10:57
Modular Arithmetic (Part 1)
545.1K viewsSep 8, 2021
YouTubeNeso Academy
10:35
Using Differential Operators
53.3K viewsFeb 22, 2011
YouTubeMathbyfives
See more