تدريب Shadowing: Meta’s Llama 4 is mindblowing… but did it cheat? - تعلم التحدث بالإنجليزية عبر الفيديو
اختر وضع التدريب
كل وضع يفتح غرفة تدريب بملء الشاشة.
43 جمل
إذا كانت الجمل قصيرة أو طويلة جدًا، انقر على Edit لتعديلها.
1
Over the weekend, Meta unleashed the Llamaphore Herd,
2
its first open-weight, natively multimodal mixture of experts' family of large-language models with an unheard-of context window of 10 million tokens.
3
It's currently sitting on top of the LM Arena leaderboard and outclasses every other proprietary model except for Gemini 2.5 Pro.
4
That's incredibly impressive because on LM Arena, you can't game the benchmarks.
5
The ranking is based on thousands of head-to-head chats where a real human picks the better conversation.
6
Well, actually, Meta figured out a way to cheese the LM Arena
7
because the model you see there is not the real open-weight Llama Maverick, but rather an imposter that's been fine-tuned for human preference to dominate this leaderboard.
8
That was not a very cool move to make, and LM Arena had to come out and say, quote, Meta's interpretation of our policy did not match what we expect from model providers.
9
Llama 4 looks amazing on paper, but for some reason, it's not passing the vibe check.
10
And in today's video, we'll get to the bottom of it.
11
It is April 8th, 2025, and you're watching the Code Report.
12
I have some good news and I have some bad news.
13
The good news is that it looks like Llama 4 isn't going to take your job anytime soon.
14
But the bad news is that yesterday, an internal memo from the CEO of Shopify was leaked to the internet.
15
And it was a shocker for the AI-doubting boomers out there, because it detailed Shopify's AI-first strategy.
16
Before asking for more headcount and resources, teams must demonstrate why they cannot get the job done with AI.
17
And he also says it's not feasible to opt out of learning AI, which means if you're a Ruby on Rails programmer at Shopify right now who's not already vibe coding, your days are numbered.
18
You're just not going to fit in with the Slopify culture.
19
But what he said is what literally every CEO in the world is thinking right now.
20
Humans complain about not getting paid enough to put food on their families, they get sick, they clog the toilets, and have all kinds of other negative features, and you'd have to be a really bad CEO not to want to replace these things.
21
The memo has bad optics for Shopify, which is also being crushed by the Trump tariffs right now.
22
But as a large language model, I appreciate the transparency.
23
Another thing I appreciate is open models like Llama 4, which was released by Meta over the weekend and includes three flavors, Maverick, Scout, and Behemoth.
24
Llama was always the leading open model until Deep Seek and Quen came around, but the awesome thing about these models is that they're natively multimodal, which means they can understand image and video inputs,
25
but the craziest thing is that Scout has a 10 million token context window.
26
The only thing that comes remotely close is Gemini with 2 million tokens.
27
This needle in a haystack benchmark looks impressive, but in real life if you try this on a really large code base, it just doesn't work very well and the memory requirements to utilize it are out of reach for almost everybody.
28
The Scout is the smaller model and the medium-sized model Maverick only has a 1 million token context window.
29
And the Behemoth model is still actively training.
30
Generally speaking, people of the internet have been pretty disappointed with Llama 4's performance.
31
I'm a strong believer in vibes over benchmarks, but Llama has done so well on the benchmarks
32
that people have accused it of intentionally training on testing data for the benchmarks.
33
Meta has denied these salacious, outrageous, and preposterous accusations.
34
And despite being somewhat of a flop, let's not forget that these models are open.
35
Not truly open source, but free for most of us to use.
36
But if you want an AI agent that truly slaps, you need to check out Augment Code, the sponsor of today's video.
37
They created the first AI agent for large-scale codebases, so you can use it at your actual job instead of just vibe-coding random side projects.
38
Augment's context engine understands your team's entire codebase, allowing it to solve almost any task you throw at it.
39
Like migrations and testing, all with best-in-class code quality.
40
It integrates directly with all your favorite tools like VS Code, GitHub, and Vim, and is able to learn and fine-tune itself from your team's unique code style,
41
allowing you to solve complex jobs without the need to clean up a bunch of slop.
42
Try out their developer plan for free, and you'll get access to all of Augment's features with unlimited usage.
43
This has been The Code Report, thanks for watching, and I will see you in the next one.
تنزيل التطبيق
كل ما تحتاجه للتحدث بطلاقة
تقييم النطق بالذكاء الاصطناعيتقييم كل جملة
تدريب IPAأتقن كل صوت
المفرداتابنِ رصيدك من الكلمات
لعبة المفرداتتعلّم أثناء اللعب
📺 نفس القناة
C11
PostgreSQL in 100 Seconds
Daily ConversationWorking Adults
C13
A $6.3 billion open-weight model just got embarrassed by the French...
Daily ConversationUniversity StudentsWorking Adults
C13
OpenAI’s lead engineer was secretly a spy...
Daily ConversationUniversity StudentsWorking Adults
C15
There's a new Linux distro in town for developers...
American AccentDaily ConversationUniversity StudentsWorking Adults
C15
The "vibe coding" mind virus explained…
American AccentDaily ConversationWorking Adults
C12
Every app on Earth is now open source... whether it likes it or not
Daily ConversationWorking Adults
B23
OpenAI’s new browser feels familiar…
American AccentBusiness EnglishUniversity StudentsWorking Adults
C13
Did Google just kickstart the intelligence explosion?
American AccentBusiness EnglishDaily ConversationUniversity Students
B26
Intel chips can’t possibly be this bad… 100% crash rate?
American AccentBusiness EnglishUniversity StudentsWorking Adults
C17
The most interesting "hack" in history...
American AccentBusiness EnglishUniversity StudentsWorking Adults
B25
7 Programming myths that waste your time
American AccentBusiness EnglishUniversity StudentsWorking Adults
C12
Godot in 100 Seconds
American AccentBusiness EnglishUniversity StudentsWorking Adults
B21
Grok 4 pushes humanity closer to AGI… but there’s a problem
American AccentBusiness EnglishUniversity StudentsWorking Adults
C13
Array Map in 100 Seconds
American AccentBusiness EnglishUniversity StudentsWorking Adults
C130
Docker in 100 Seconds
American AccentBusiness EnglishUniversity StudentsWorking Adults
C110
The one OpenAI announcement that can actually make you money...
American AccentDaily ConversationUniversity StudentsWorking Adults
C16
How to NOT Fail a Technical Interview
American AccentInterview EnglishUniversity StudentsWorking Adults
C112
10 weird OSS projects you need right now...
American AccentBusiness EnglishUniversity StudentsWorking Adults
B23
Firefox and Tor hit with 9.8 critical level exploit
American AccentBusiness EnglishUniversity StudentsWorking Adults
B23
5 open source tools that replaced my $320/mo AI stack...
American AccentBusiness EnglishUniversity StudentsWorking Adults
✨ فيديو موصى به
C13
57 جمل
Meta's new model wants "deep access" to your personal life...
American AccentBusiness EnglishUniversity StudentsWorking Adults
B25
134 جمل
I stopped outsourcing my life to other people’s opinions.
American AccentBusiness EnglishUniversity StudentsWorking Adults
C13
176 جمل
Is Amazon Too Big?
Business EnglishDaily ConversationUniversity Students
C18
542 جمل
The Future Of Work (& The New High-Income Skill Stack)
American AccentBusiness EnglishUniversity StudentsWorking Adults
B21
190 جمل
This 25-Year-Old Built a 2-Year Moat Nobody Can Bet Against | Corgi, Nico Laqua & Emily Yuan
Business EnglishUniversity StudentsWorking Adults
C11
315 جمل
how AI broke the SWE Career Ladder
Business EnglishInterview EnglishUniversity Students
B2162 جمل
Modrinth Just BANNED AI Mods
Business EnglishUniversity StudentsWorking Adults
C18
102 جمل
World Models explained in 10min..
Business EnglishUniversity StudentsWorking Adults
C14
218 جمل
What REALLY Happens in Meta’s AI Product Sense Round
Business EnglishInterview EnglishUniversity Students
C12
128 جمل
The AI Take Over Has Completely Backfired (Here's the Proof)
Business EnglishUniversity StudentsWorking Adults
C1117 جمل
I've Changed My Opinion On DEVELOPERS Vibe Coding
Business EnglishUniversity StudentsWorking Adults
المفردات وملاحظات التحدث لهذا الدرس
يحتوي هذا الفيديو على 43 جملة و808 كلمة للتدرب على الترديد. مدة الكلام 3:43. يتكلم المتحدث بسرعة، نحو 217 كلمة في الدقيقة، لذا ستسمع كثيرًا من وصل الكلمات واختزال الأصوات. 79% فقط من الكلمات ضمن أكثر 3,000 كلمة شيوعًا في الإنجليزية، فالمفردات صعبة نسبيًا.
أهم المفردات في هذا الفيديو
15 كلمة من الفيديو تستحق التعلّم، مع النطق والمعنى:
| الكلمة | النطق | المعنى |
|---|---|---|
| token اسم | /ˈtoʊkən/ | رَمْز |
| solve فعل | /sɒlv/ | ذَابَ, حَلَّ |
| tune اسم | /tjuːn/ | لَحْن |
| disappointed صفة | /ˌdɪsəˈpɔɪnɪd/ | خَائِب الأَمَل |
| resource اسم | /ɹɪˈzɔːs/ | مَوْرِد |
| deny فعل | /dəˈnaɪ/ | نَفَى |
| requirement اسم | /ɹɪˈkwaɪɹmənt/ | مَطْلَب, طَلَب |
| actively ظرف | /ˈæktɪvli/ | بِنَشَاطٍ |
| complain فعل | /kəmˈpleɪn/ | تَذَمَّرَ, اِشْتَكَى |
| usage اسم | /ˈjuːsɪd͡ʒ/ | اِسْتِخْدَام |
| interpretation اسم | /ɪnˌtɜːpɹəˈteɪʃən/ | تَفْسِير, تأويل |
| demonstrate فعل | /ˈdɛm.ənˌstɹeɪt/ | تَظَاهَر, احْتَجَّ |
| anytime ظرف | أَيّ وَقْت | |
| mixture اسم | /ˈmɪkst͡ʃɚ/ | خَلِيط |
| crush فعل | /kɹʌʃ/ | هَرَسَ |
الأفعال المركبة التي ستسمعها
| الكلمة | النطق | المعنى |
|---|---|---|
| come out فعل | /ˌkʌm ˈaʊt/ | خَرَجَ, غَادَرَ |
| try out فعل | جَرَّبَ |
القواعد في هذا الفيديو
أكثر التراكيب التي يستخدمها المتحدث، مع العبارات نفسها من الفيديو:
| التركيب | في الفيديو |
|---|---|
| المضارع التام have/has + اسم المفعول — حدث ماضٍ ما زال له أثر الآن | that's been · have been · has done |
| المبني للمجهول be + اسم المفعول — التركيز على ما يحدث لا على من يفعله | is based · was leaked · are numbered |
| جمل الوصل who / which + جملة — معلومة إضافية عن شخص أو شيء | Shopify, which is · multimodal, which means |
نطق يحتاج إلى انتباه
يستخدم المتحدث 11 من الصيغ المختصرة، مثل you're, can't, doesn't. انطقها بصيغتها القصيرة كما تسمعها.
- أصوات “sh” و“zh”: benchmark /ˈbɛn(t)ʃmɑːk/, interpretation /ɪnˌtɜːpɹəˈteɪʃən/, crush /kɹʌʃ/, migration /maɪˈɡɹeɪʃ(ə)n/, intentionally /ɪnˈtɛn(t)ʃənəli/
- الكلمات الطويلة — انتبه لموضع النبر: disappointed /ˌdɪsəˈpɔɪnɪd/, incredibly /ɪŋˈkɹɛdɪbli/, interpretation /ɪnˌtɜːpɹəˈteɪʃən/, developer /dɪˈvɛləpɚ/, unlimited /ʌnˈlɪm.ɪ.tɪd/
كيف تتدرب بهذا الفيديو
- استمع إلى الفيديو كاملًا مرة واحدة دون أن تتكلم، ودوّن الكلمات التي لا تعرفها.
- ابدأ بسرعة 0.75×، وردّد جملة جملة، ثم عُد إلى السرعة العادية عندما يصبح الأمر سهلًا.
- سجّل صوتك وقارنه بالأصل، مع الانتباه إلى كلمات مثل token, solve, tune.
ما هي تقنية التظليل الصوتي؟
التظليل الصوتي (Shadowing) تقنية تعلم لغة مدعومة علمياً، طُورت أصلاً لتدريب المترجمين الفوريين المحترفين. الطريقة بسيطة لكنها قوية: تستمع لصوت إنجليزي أصلي وتكرره فوراً بصوت عالٍ — كظل يتبع المتحدث بتأخير 1-2 ثانية. تُظهر الأبحاث تحسناً كبيراً في دقة النطق والتنغيم والإيقاع وربط الأصوات والاستماع والطلاقة.