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Sharing updates & resources on Programming & Coding, Cryptocurrency, Blockchain, Web 3, Python, Data Science, Data Analysis, Java, Web Dev, AI, App Dev, ML, Cyber Security & Hacking & More

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🇪🇺EU governments approved a GDPR change to let companies train AI on Europeans’ personal data without consent.

It makes AI training a possible “legitimate interest”, judged case by case. Parliament must still agree. Max Schrems calls it a “digital expropriation” of Europeans.

🔆 t.me/techpsyche
Are crypto transactions anonymous?

Crypto transactions on blockchains are “pseudonymous,” meaning they can be traced to wallet addresses (via public keys) but have no direct connection with people’s identities.

Every transaction is open to the public, and anyone with an internet connection can view them. The date, the amount sent and received, the wallet addresses — all of this data is impossible to conceal.

However, if you use a non-custodial wallet, it will be impossible to identify you as the wallet’s owner (unless you deanonymize yourself).

For example, if you send crypto from a centralized exchange to your non-custodial wallet, the exchange now knows who the non-custodial wallet belongs to since you must pass Know Your Customer requirements by showing your ID.

Therefore, if you practice the basics, you can be completely anonymous on the blockchain, and no one will ever know your personal information.

Cryptocurrency Mining: t.me/techpsyche/663

More Web 3 Tips Here👇
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“If you spend your time chasing butterflies, they'll fly away. But if you spend time making a beautiful garden, the butterflies will come.
Don't chase, attract.”
📊 72% of the world's new AI computing power since 2022 went to the US. China got about 10%

The gap keeps growing. America took about 60% of each year's new AI compute from 2022 to 2024, then 72% in 2025 and 78% in the first half of 2026.

The numbers come from Epoch AI, a research group that traced AI chips through customs records from over a dozen countries, counting each chip where it finally lands. China's share includes its home-made Huawei and Cambricon chips.

By Epoch's estimate, the US has imported AI chips worth about $288 billion since 2022. China: $50.5 billion.

🔆 t.me/techpsyche
If You Are a Software Developer, Keep This in Mind

1. Keep It Simple
Complexity is your enemy. Write code that’s easy to understand and maintain.

2.Focus on User Needs
Always think about the end-user. Build software that solves real problems.

3. Test Early, Test Often
Testing is not an option. Catch bugs early by writing tests and using automation tools.

4. Write Clear Code
Make sure your code is easy to read and understand for others (and your future self).

5. Document Your Code
Well-documented code saves time and helps others understand your work.

6. Modularize Your Code
Break your code into smaller, reusable parts. It’s easier to manage and update.

7. Keep Learning
Technology changes fast. Stay curious and keep up with new tools and best practices.
🍏 Apple releases M6 MacBook Pro

The M6 version makes graphics 30% faster and AI tasks 25% faster than M5.

The 14-inch model starts at $1999, with 16 GB RAM and 1 TB SSD. Battery life is 24 hours, with Wi-Fi 7 and Bluetooth 6 support. Sales start November 6.

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👍 Human Operator Moves the Hand

MIT's wearable Human Operator looks like dragon scales along the forearm. AI vision tracks the task and sends precisely timed electrical signals to the hand muscles, making the fingers move without the user deciding to move them.

For someone 1.5 years after a stroke, whose recovery has stalled, repetition is the point. The device could provide more training hours in a week than a clinic can provide in a month.

It does not download a skill. It guides movement rather than transferring ability, and it is still unknown whether this creates lasting motor memory.

🔆 t.me/techpsyche
9 Baby Steps to Learn Web Development 👇👇

1. Understand the Basics: Begin with learning the fundamental technologies that power the web: HTML, CSS, and JavaScript. HTML structures the content, CSS styles it, and JavaScript adds interactivity. Focus on building simple web pages to get comfortable with these technologies.

2. Build Simple Websites: Start creating basic websites. Begin with static websites where you practice structuring content with HTML and styling it with CSS. Try building a personal portfolio or a simple landing page to apply what you’ve learned.

3. Learn Version Control with Git: Git is essential for tracking changes and collaborating on projects. Learn the basics of Git and GitHub, such as creating repositories, committing changes, and pushing code. Start by managing your web projects with Git.

4. Dive into Responsive Design: Learn how to make your websites responsive, so they look good on different devices. Study CSS techniques like Flexbox and Grid, and practice using media queries to adapt your site’s layout for various screen sizes.

5. Explore JavaScript Further: Deepen your understanding of JavaScript by learning about DOM manipulation, event handling, and AJAX. Practice by adding dynamic elements to your websites, such as interactive forms, image sliders, or real-time content updates.

6. Start with Front-End Frameworks: Familiarize yourself with popular front-end frameworks like Bootstrap for faster styling and layout or React.js for building dynamic user interfaces. Use these tools to create more complex web applications.

7. Work on Full-Stack Projects: Once you’re comfortable with front-end development, start learning about back-end technologies like Node.js, Express.js, and databases (SQL or NoSQL). Build full-stack applications that include both front-end and back-end components, such as a blog platform or a basic e-commerce site.

8. Join Web Development Communities: Engage with communities on platforms like StackOverflow, Reddit’s webdev subreddit, and GitHub. Contributing to open-source projects or seeking feedback on your work will accelerate your learning.

9. Practice and Keep Learning: Web development is vast and continuously evolving. Keep building projects, learning new frameworks, and staying updated with industry trends. Consistent practice and staying curious are key to becoming a proficient web developer.

Best Web Development Resources (https://t.me/webdevresourcestp)

5 Free Web Development Courses by Udacity & Microsoft 👇👇

Intro to HTML and CSS (https://www.udacity.com/course/intro-to-html-and-css--ud001)

Intro to Backend (https://www.udacity.com/course/intro-to-backend--ud171)

Intro to JavaScript (https://www.udacity.com/course/intro-to-javascript--ud803)

Web Development for Beginners (http://learn.microsoft.com/training/paths/web-development-101/)

Object-Oriented JavaScript (https://www.udacity.com/course/object-oriented-javascript--ud711)

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Forwarded from The World Point
Your life is a result of the choices you make… If you don’t like your life, it is time to start making better choices.
Continuous learning is the best investment
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OpenAI released GPT-6.1 Terra, and speed is the main selling point.

The new model is built for actual computer work, not just chatting. It can navigate apps, fill out forms, write and refactor code, analyze documents and videos, and even create 3D models from technical drawings.

And the numbers look pretty interesting:

• 3x faster than GPT-6 Astra and GPT-6.1 Sol on agentic tasks.

• Much fewer hallucinations. Error rates dropped from 53.6% to 16.7% with minimal reasoning, and down to 4.3% at maximum effort.

• Big coding improvement. Terra scored 50.3% on Terminal-Bench 4.0, up from 21.5% for the previous version.

• 1M token context window, enough to work with large documents and codebases.

• Half the API price: $1 per million input tokens and $5 per million output tokens. That’s also significantly cheaper than Claude Opus 5.5.

Instead of making every model bigger and smarter, they’re focusing on making AI agents faster, cheaper, and more reliable at using computers.

🔆 t.me/techpsyche
When you start to grow, growing becomes passion. Because all you need is keeping or maintaining.

When you deal with challenges as early as possible, going forward the ride becomes easier and easier. t least you already have the stamina to deal with it.

🔆 t.me/techpsyche
UGANDA🇺🇬,KENYA🇰🇪,TANZANIA🇹🇿 Trees for the Future is Hiring

Senior Manager, Data Systems

🏤Organization: Trees for the Future
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