@cyrilXBT Poor example, not enough context, Opus 4.8 assumes you're taking your car to get cleaned, Opus 4.7 assumes you're walking to pick up the car.
Neither is wrong, you simply gave poor context in your questioning.
@ClaudeDevs@claudeai When do you plan to fix the stupidity around charging a user for a failed output.....I am on a Max plan and you guys just took 20% of my usage....produced no response and cycled back to the previous chat message like I never even sent the prompt.
WHERE IS MY USAGE REFUND!
I made $6M from $8k in 4 years (mostly from crypto)
If I lost everything tomorrow & had to start over with $8k, here's exactly what I would do๐งต๐
MIT just quietly dropped 10 free AI and tech courses online.
No tuition. No application. No excuses.
These are the same courses taught to students paying $80,000 a year. You can take them right now for free.
Here's what's available:
Computer Science and Programming in Python
The foundation. What computation actually means, algorithms, data structures, and Python in practice.
โ https://t.co/cAhU43NuQA
Machine Learning in Python
Build and evaluate real ML models. Full workflow from training to feature engineering. No fluff.
โ https://t.co/EuhbPBxRdn
Supply Chain Analytics
Probability models, optimization, and data-driven decision making in the real world.
โ https://t.co/xqe21xZjBj
Understanding the World Through Data
Python in Colab, regression models, and learning how data actually explains human behavior.
โ https://t.co/qjeEAhLrMX
Becoming an Entrepreneur
MIT's framework for starting something real. Market research, spotting opportunities, and finding your first customer.
โ https://t.co/CzaTgPjXJA
Computational Thinking for Modeling and Simulation
Numerical methods, integration, differentiation. The math behind how simulations actually work.
โ https://t.co/518qoKoJPS
Foundations of Modern Finance
Valuation, risk analysis, efficient market hypothesis, and corporate finance fundamentals.
โ https://t.co/aYsraEyCuz
The Secret of Life
MIT's legendary biology course. How life works at the molecular level. Genuinely mind expanding.
โ https://t.co/DzxWeZxlBm
Probability: The Science of Uncertainty and Data
Random variables, distributions, inference methods. The math that powers every AI model ever built.
โ https://t.co/O0Bg7MW1DW
In 2026 there is no reason to be unskilled.
The information is free.
The only thing standing between you and a completely different life is whether you open the link or scroll past it.
Bookmark and Save this post. Start one course this week.
follow @cyrilxbt for more content and info like this
MIT just quietly dropped a free AI curriculum that puts $50,000 university courses to shame.
12 books.
Zero tuition.
From the same institution that produced the people building the models everyone is talking about.
FOUNDATIONS
1. Foundations of Machine Learning โ https://t.co/Un6UbjJ3Xo
2. Understanding Deep Learning โ https://t.co/UQxZmyESdn
3. Machine Learning Systems โ https://t.co/YAgrLVGAXt
ADVANCED TECHNIQUES
4. Algorithms for ML โ https://t.co/YlBk59o8Hp
5. Deep Learning โ https://t.co/KMO1uWPyk1
REINFORCEMENT LEARNING
6. RL Basics (Sutton & Barto) โ https://t.co/sOZlDXzu41
7. Distributional RL โ https://t.co/uOkviYiAq7
8. Multi-Agent Systems โ https://t.co/Dx9caJVx1d
9. Long Game AI โ https://t.co/K9Qm2TjAQ6
ETHICS & PROBABILITY
10. Fairness in ML โ https://t.co/MgkLdRvicO
11. Probabilistic ML Part 1 โ https://t.co/Zz33gQi1vG
12. Probabilistic ML Part 2 โ https://t.co/qBe776EjCg
This is a complete MIT-level AI education.
Not a YouTube playlist.
Not a Twitter thread full of fluff.
Textbooks written by the researchers who built the field.
The people who actually study this will not just understand AI better than their peers.
They will understand it better than most people currently getting paid to work in it.
Most people will bookmark this and never open it.
The ones who open it tonight are the ones who show up in 12 months having built something nobody around them understands yet.
Bookmark this.
Open the first one tonight.
Follow @cyrilXBT for more resources that actually compound.
Our official Agent Skills repository on @github is here!
Skills are a simple, open format for giving agents new capabilities and expertise. Think of a skill as compact, agent-first documentation for a specific tech or task.
Learn more โ https://t.co/7w887vz3lE #GoogleCloudNext
HERE'S A LIST OF AI COURSES OFFERED DIRECTLY BY AI COMPANIES
* ANTHROPIC:
https://t.co/7saVmCFtWW
* GOOGLE:
https://t.co/HMhbQBqiup
* NVIDIA:
https://t.co/OnH3PisUu3
* OPENAI:
https://t.co/rIFydWzAnc
* HUGGINGFACE:
https://t.co/sIwIc5Hbxz
BOOKMARK TO SAVE IT FOR LATER
@nobrainflip Idk what you were expecting when there more than one Trump in the organisation ๐คฃ๐๐คฃ. I guess that's what happens when clowns create a crypto and run a country at the same time.....just a whole lot of clowning around ๐คก.
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1. Artificial Intelligence
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8. BIG DATA
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10. MBA
11. Excel and many more...
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To get-
1. Follow me (So, that I can DM)
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I tried @defiapp and now CEXs feel like dial-up internet.
Instant cross-chain swaps. Full self-custody. Zero complexity.
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Join: https://t.co/a5V3IE9jIS