๐Ÿงบ Content ๐ŸŒ Mintality ๐Ÿ”Š SMM

@Content_Mintality
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1 million AI builders inside.

Site: https://huggingface.co/

9. Speech and Language Processing. The Stanford NLP textbook used at every top university. Authors release the full draft online, free, every year.

Book: https://web.stanford.edu/~jurafsky/slp3

10. Dive into Deep Learning. A free interactive book with code, math, and discussions for every chapter. Used at 500+ universities including Stanford, MIT, and Berkeley.

Book: https://d2l.ai/

@aipost (https://t.me/aipost) ๐Ÿด

Hugging Face โ€“ The AI community building the future.

Weโ€™re on a journey to advance and democratize artificial intelligence through open source and open science.

His Karpathy episode is the best free AI podcast ever published.

Listen: http://dwarkesh.com/

6. Latent Space podcast. Run by swyx and Alessio Fanelli. The single best podcast for building AI products in production.

Listen: https://www.latent.space/

7. Kaggle. Free signup, free notebooks, free GPUs for learning, and over 1,000 free interactive courses. Owned by Google.

Site: https://www.kaggle.com/

8. Hugging Face. Free to download any open-source model. Free interactive notebooks.

Dwarkesh Podcast | Substack

Deeply researched interviews. Click to read Dwarkesh Podcast, by Dwarkesh Patel, a Substack publication with tens of thousands of subscribers.

A free weekly newsletter from the Stanford professor who taught most of Silicon Valley how machine learning works.

Subscribe: https://www.deeplearning.ai/the-batch

4. Import AI by Jack Clark. The Anthropic co-founder's free newsletter. The favorite read of researchers at OpenAI, Google DeepMind, and Anthropic itself.

Subscribe: https://importai.substack.com/

5. The Dwarkesh Podcast. Long-form interviews with the most important people in AI.

The Batch | DeepLearning.AI | AI News & Insights

Weekly AI news for engineers, executives, and enthusiasts.

The Batch | DeepLearning.AI | AI News & Insights

๐Ÿ”ฅ10 free resources that teach you more about AI in 30 days

1. 3Blue1Brown. Grant Sanderson's neural network visualizations. The math inside ChatGPT, made visible.

Watch: https://www.youtube.com/c/3blue1brown

2. Andrej Karpathy's Zero to Hero. The OpenAI founding member walks you through building GPT from scratch in raw Python.

Watch: https://karpathy.ai/zero-to-hero.html

3. The Batch by Andrew Ng.

3Blue1Brown

My name is Grant Sanderson. Videos here cover a variety of topics in math, or adjacent fields like physics and CS, all with an emphasis on visualizing the core ideas. The goal is to use animation to help elucidate and motivate otherwise tricky topics, and for difficult problems to be made simple with changes in perspective. For more information, other projects, FAQs, and inquiries see the website: https://www.3blue1brown.com

YouTube

Turn on quiet hours and distress alerts. 4 minutes.

3. Check their phone for Character AI, Replika, and Nomi. Character AI banned under-18s on November 25, 2025. The other two officially ban minors but teens still get in with fake birthdays.

4. Replace one AI chat a day with one text to a real person.

The bot will never call 988 for you. A friend will. Save this for someone who needs it.

@aipost (https://t.me/aipost) ๐Ÿด

AI Post โ€” Artificial Intelligence

๐Ÿค– The #1 AI news source! We cover the latest artificial intelligence breakthroughs and emerging trends. Manager: @rational

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The disclosure comes as AI companies face growing scrutiny over how chatbots handle vulnerable users, highlighting the massive mental-health challenges that emerge at ChatGPTโ€™s scale.

Here is the 5-minute rule that can save you or a relative:

1. If you or someone you know is using ChatGPT as a therapist, the US suicide line is 988. Call or text. Free. 24 hours.

2. If you have a teen, open ChatGPT, Settings, Parental Controls. Link your account to theirs.

๐Ÿค– Over 1 Million ChatGPT Users Show Signs of Suicide Risk Each Week

OpenAI revealed that about 0.15% of ChatGPTโ€™s 800 million weekly users show signs of suicidal planning, while another 0.15% show emotional dependence and 0.07% show signs of psychosis or mania.

Those percentages sound small, but they translate to roughly 1.2 million users discussing suicide-related concerns, 1.2 million showing unhealthy attachment, and 560,000 experiencing possible mental health crises every week.

Do not add eslint-disable, noqa, or any rule suppression comments. If a fix would change logic (not just style), skip it and log the file and rule. Verify after each step: Rerun linter. Confirm the total count dropped. Run tests to make sure fixes did not break behavior. Exit when: Linter returns zero errors and zero warnings, or all remaining violations require logic changes and have been logged.

@aipost (https://t.me/aipost) ๐Ÿด

AI Post โ€” Artificial Intelligence

๐Ÿค– The #1 AI news source! We cover the latest artificial intelligence breakthroughs and emerging trends. Manager: @rational

Telegram

Recount remaining instances of [OLD PATTERN]. Exit when: Zero instances of [OLD PATTERN] remain and all tests pass. Or all remaining instances have been attempted and logged.

6. The Lint Fixer

Goal: Fix all linting errors and warnings in this project without disabling any rules. Rules: Run the linter. Group errors by rule. Fix the most common rule violation first, across all files. After fixing each rule category, rerun the linter.

Example: Migrate all class components to functional components with hooks. Rules: Scan the full codebase and list every instance of [OLD PATTERN] first. Migrate one file at a time. Run the test suite after each file. If tests fail, undo that file's migration and log it for manual review. Preserve all existing behavior. The output should be functionally identical. Verify after each step: Run tests. Confirm the migrated file behaves the same as before.