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In this video we analyze the AI company Anthropic as well as the recent phenomenon of Tokenmaxxing.

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0:00 - 3:15 Intro
3:16 - 8:35 Is Anthropic Profitable?
8:36 - 11:09 Lines of Code
11:10 - 14:15 Tokenmaxxing
14:16 - 19:20 The Productivity Hoax
19:21 Fear Based Marketing

The Anthropic Education Report: How University Students Use Claude is a comprehensive analysis of how university students integrate AI—specifically Anthropic's Claude model—into their academic work. The study is based on over one million anonymized student conversations from Claude.ai, narrowed down to 574,740 academic-relevant interactions, and provides some of the first large-scale real-world insights into educational AI use.

🧪 Study Purpose and Methodology
Objective
The report aims to move beyond surveys and lab studies by analyzing real-world student-AI interactions to understand how AI is shaping learning, cognitive engagement, and academic behavior.

Method
Used Clio, Anthropic's automated analysis tool, to analyze anonymized data.
Focused on conversations tied to higher education email domains (.edu, .ac.uk, etc.).
Filtered to retain only academic-relevant exchanges.

🔍 Main Findings
1. STEM Dominance and Disparities Across Disciplines
Computer Science students were the most prolific users of Claude, representing 38.6% of conversations while making up only 5.4% of U.S. degrees.
Other overrepresented fields: Natural Sciences and Math.
Underrepresented disciplines: Business, Health, and Humanities—each used Claude less than expected based on enrollment numbers.

2. Four Distinct AI Interaction Patterns
These were used almost equally by students:

Direct Problem Solving (e.g., getting quick solutions to homework).
Direct Output Creation (e.g., generating summaries or essays).
Collaborative Problem Solving (dialogue with AI to work through concepts).
Collaborative Output Creation (joint creation of larger work like lesson plans).

3. Predominant Use Cases
Creating and improving educational content: 39.3%
Technical explanations and solutions: 33.5%
Data analysis and visualization: 11%
Research and tool design: 6.5%
Technical diagrams: 3.2%
Translation/proofreading: 2.4%



Article content
🧠 Cognitive Delegation to AI: Bloom’s Taxonomy
Students primarily delegated higher-order cognitive tasks:

Creating (39.8%) – e.g., designing lesson plans or generating coding projects.
Analyzing (30.2%) – e.g., breaking down legal principles or debugging.
Far fewer tasks involved Applying, Understanding, or Remembering.

This raises concerns that students may be outsourcing the very tasks essential to critical thinking and deep learning.
🎓 Educational Integrity & Cheating Concerns
47% of conversations were "Direct", potentially associated with cheating (e.g., requesting direct answers to test questions).
Even “Collaborative” conversations may involve heavy AI reliance.
The ambiguity of intent (e.g., practicing vs. cheating) makes interpretation challenging.

📊 Subject-Specific Patterns
Natural Sciences & Math: focused on step-by-step problem solving.
Computer Science & Engineering: favored collaborative interaction.
Education: highest use for output creation, likely due to teachers creating instructional materials.
Business, Health, Humanities: more evenly split between direct and collaborative modes.



⚠️ Limitations of the Study
Skews toward early adopters and Claude users specifically (not representative of all AI tools).
Filtering imperfections may misclassify some users (e.g., faculty as students).
Analysis is time-bounded to an 18-day window, limiting longitudinal insights.
Only examines AI interactions, not downstream use or learning impact.

🧭 Implications & Next Steps
Highlights discipline-specific AI usage trends that could inform tailored educational policies.
Suggests need for new assessment methods that reflect AI’s role in the learning process.
Anthropic is piloting features like a “Learning Mode” that prioritizes Socratic teaching styles and conceptual understanding.

Read the article:

https://www.anthropic.com/news..../anthropic-education

Explore Anthropic's latest Education Report, revealing how university students are integrating the AI assistant Claude into their academic routines. This video delves into the key findings, showcasing the diverse applications of Claude across various disciplines:​

Content Creation & Enhancement (39.3%): Students utilize Claude to design practice questions, edit essays, and summarize academic materials.​
Home

Technical Problem Solving (33.5%): Claude assists in debugging code, implementing algorithms, and solving complex mathematical problems.​
Home

Data Analysis & Visualization (11.0%): Learners employ Claude for analyzing datasets and creating visual representations to support their research.​

Research Design Support (6.5%): Claude aids in developing research methodologies and tools, enhancing the quality of academic investigations.​
TechRadar ES

Discover how AI is transforming the educational landscape, empowering students to achieve more with innovative tools like Claude.​

#Anthropic #ClaudeAI #EducationReport #AIinEducation #StudentSuccess #AcademicInnovation #TechInLearning #AIApplications #UniversityLife #LearningWithAI

Link to our newsletter: https://bitbiased.ai/
Anthropic finished training their most powerful model ever — and then refused to ship it. It's called Claude Mythos, and it's been sitting above the entire Opus line this whole time. Here's everything we know.

Anthropic has quietly confirmed a model that sits above Claude Opus 4.6, 4.7, and 4.8 — internally codenamed Mythos (and "Capybara"). It's not Opus 5. Anthropic describes it as a new tier entirely: larger, more intelligent, and locked behind a private cybersecurity program called Project Glasswing.
In this breakdown I cover what Claude Mythos actually is, the leaked benchmark numbers (93.9% on SWE-bench Verified vs Opus 4.6's 80.8%), how it autonomously chained exploits and rediscovered a 27-year-old OpenBSD bug, how it stacks up against GPT-5 and Gemini Ultra, what it costs ($25/$125 per million tokens), why you can't access it, and what it means for coding, knowledge work, and education even if you never touch the API.
A finished frontier model that's too dangerous to release. Either the biggest vibe shift in AI safety culture — or the most expensive marketing move in the industry. Let's get into it.

⏱️ Chapters below 👇
00:00 — The model Anthropic won't sell you
00:40 — What Claude Mythos Actually Is
01:38 — How We Got Here: The Timeline
02:43 — What Mythos Can Actually Do
06:30 — How It Stacks Up Against GPT and Gemini
08:43 — Release, Access & Why You Can't Have It
10:09 — What Mythos Means For You, Even If You Can't Use It
12:11 — The Risks: Why Anthropic Is Scared of Their Own Model


🔔 Subscribe for AI breakdowns without the hype: https://www.youtube.com/channe....l/UCGIiO6Uo8V8vkuLOc
💬 Connect: /@BitBiased

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Will AI agents run all businesses? In episode 62 of Mixture of Experts, host Tim Hwang is joined by Gabe Goodhart, Kush Varshney and Marina Danilevsky to debrief Anthropic’s Project Vend. Next, do we still need massive data centers? We analyze DiLoCoX and discuss the possibility of distributed model training. Then, the New York Times released an article discussing how computer science education has changed in the era of AI; should people still study computer science? Finally, is the paper review process broken? And is it AI’s fault? All that and more on today’s episode of Mixture of Experts.

00:00 – Intro
01:07 -- Anthropic’s Project Vend
13:38 -- DiLoCoX
25:56 -- Computer science education
40:57 -- AI prompts in papers

The opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity.

Visit Mixture of Experts podcast page to get more AI content → https://ibm.biz/BdnWwD

Anthropic just put 200 million into Claude for the world's poorest. The catch, one vendor now shapes global health calls. #Anthropic #Gates #AI #BlackBoxArt

In this episode, the mates discuss the Anthropic IPO filing, Trump signing the AI Executive Order, and more.

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Peter H. Diamandis, MD, is the Founder of XPRIZE, Singularity University, ZeroG, and A360

Emad Mostaque is the founder of Intelligent Internet ( https://www.ii.inc )

Dave Blundin is the founder & GP of Link Ventures

Dr. Alexander Wissner-Gross is a computer scientist and founder of Reified

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Chapters

00:00 - Anthropic's IPO and AI Market Dynamics
02:56 - US Government's AI Executive Order and National Security
05:39 - OpenAI's Rapid Growth and User Adoption
11:17 - The Future of Robotics and AI Infrastructure
14:20 - Regulating DNA Synthesis and Bioweapons
17:12 - The Role of AI in Preventing Pandemics
19:53 - Anthropic's IPO and Market Implications
37:12 - The AI Revenue Boom
39:46 - Unicorns and Centicorns: The New Era of Valuations
42:13 - Microsoft's AI Strategy: A New Player in the Game
47:29 - The Battle for AI Supremacy: Microsoft vs. OpenAI
49:22 - The Future of AI in Education
52:26 - Elon Musk: The Media's Misrepresentation
56:17 - Mathematicians vs. AI: A Struggle for Relevance
01:00:15 - Teachers Unions and AI: A Call for Caution
01:03:58 - The American AI Sovereign Wealth Fund Act
01:12:59 - AI's Impact on Employment: A Double-Edged Sword
01:17:05 - The Future of Work and Entrepreneurship
01:18:35 - NVIDIA's ARM-Based Processor and Market Dynamics
01:23:22 - Data Center Water Usage and Environmental Concerns
01:27:19 - Trust in Media and the Decline of Credibility
01:31:16 - Investments in Longevity and Health Innovations
01:39:41 - Gene Editing Breakthroughs and Their Implications

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*Recorded on May 30th, 2026
*The views expressed by me and all guests are personal opinions and do not constitute Financial, Medical, or Legal advice.

Want to build projects faster with AI? In this video, you'll learn how to install Claude Code, set it up on your system, create real projects, and even control it remotely from your phone.

Whether you're a beginner, developer, or AI enthusiast, this step-by-step tutorial will help you get started with Claude Code and use AI-powered coding to boost your productivity.

See our student results and success stories, and how we help people get placed:-
Visit: https://www.brototype.com/?utm_source=brototypemalayalamyoutube&ref=Claude_Code_LF

Need guidance to start an IT career?
Call or WhatsApp us: +91 9037847544

About Us

At Brototype, we help you build high-income software development skills using AI-assisted programming and prepare you for real IT careers.

Brototype is one of South India’s leading coding and software training communities, helping aspiring developers learn modern programming, AI development tools, and real-world problem solving.
We offer a 12-month program called Brocamp, where you learn coding in a real IT office environment while working with AI-powered development tools used by modern developers.

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Ready to start your journey?
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Welcome to episode 198 of the AI for Career Success podcast from Curt Robbins. This educational content is designed to give working professionals who leverage AI as a tool for efficiency and productivity a competitive edge.


In this episode, hosts Daphne Blake and Fred Jones review a new report from Anthropic entitled "Anthropic Education Report: The AI Fluency Index" that was published on February 23.


The report introduces the AI Fluency Index, a research initiative designed to measure how effectively humans collaborate with artificial intelligence.


By analyzing thousands of anonymized conversations through the 4D AI Fluency Framework, the study identifies specific behaviors that define high-level competency. The findings reveal that iteration and refinement are the strongest indicators of fluency, as users who engage in multi-turn dialogues are significantly more likely to evaluate the model's logic.


Conversely, the report warns of a "polish paradox," where users tend to be less critical and ask fewer clarifying questions when the AI produces sophisticated outputs like code or professional documents.


To improve performance, the researchers suggest that individuals should explicitly set terms for collaboration and maintain a healthy skepticism toward finished-looking results.


The Anthropic index establishes a behavioral baseline to track how human skills evolve alongside increasingly capable technology.


_________________________________


"It will not be AI that takes away the job of a technical writer, but rather another technical writer with deep AI skills," said Robbins.


I am currently taking on new clients. I enjoy helping companies with their documentation and communications strategy and implementation. Contact me to learn about my reasonable rates and fast turnaround. — Curt


_________________________________


＞＞ Read the original Anthropic Education Report: https://tinyurl.com/2x4pfuzt


＞＞ Get smart on AI with coaching from Curt Robbins: https://tinyurl.com/mr3m5fdz


＞＞ Read the Robbins article "The Year AI Went Nuclear: Six Largest M&A Deals of 2025": https://tinyurl.com/2vys3mrm


＞＞ Read the Robbins article "The Global AI Race: America vs. China": https://tinyurl.com/2uckj7wy


＞＞ Read the Robbins article "Understanding AI Hallucinations in Technical Writing": https://tinyurl.com/bdeyd64t


＞＞ Read the Robbins article "Yale Study: Impact of AI on the Job Market": https://tinyurl.com/f3cuvvxn


＞＞ Read the Robbins article "Why Large Language Models are Changing the World": https://tinyurl.com/bdfv63ca


＞＞ Read the Robbins article "Understanding Anthropic: Rising Star in AI": https://tinyurl.com/46btw22z


＞＞ Read the Robbins article "Comparing ChatGPT, Gemini, Copilot, & Grok": https://tinyurl.com/3zwttxhk


＞＞ Read the Robbins article "AI Job Replacement Fears Are Good. Here's Why.": https://tinyurl.com/p5t27t7d


＞＞ Join the LinkedIn group AI for Career Success: https://tinyurl.com/mr28u7td


＞＞ Subscribe to the Technical Writing Success podcast: https://tinyurl.com/uu9hpyzt


＞＞ Subscribe to the YouTube channel AI for Career Success: https://tinyurl.com/29t4x5xu

Drew Bent leads Education as part of Anthropic's Beneficial Deployments. He also co-founded the tutoring non-profit Schoolhouse.world with Sal Khan. Prior to that, he wrote code at Khan Academy, taught high school math, and has been tutoring students for over a decade. Drew has degrees in physics & CS from MIT, and an education master's from Stanford.

💡 5 Things You’ll Learn in This Episode:

- Why Anthropic made education one of Claude’s first real-world focus areas
- Insights from Anthropic’s Education Report on how students actually use AI
- How Claude’s “learning mode” fosters Socratic dialogue and reduces “brain rot”
- The tension between LLMs as answer machines vs. pedagogically sound tutors
- What the future of AI tutoring, peer learning, and collaborative tools could look like

✨ Episode Highlights:

01:13 Drew Bent’s journey from teaching and tutoring to leading education at Anthropic
02:50 Why education emerged as a top use case for Claude
04:20 Findings from Anthropic’s Education Report: how students really use AI
06:59 Claude and Bloom’s Taxonomy—strengths, gaps, and risks of cognitive offloading
09:22 Building learning modes: shifting from answer machines to Socratic dialogue
12:53 How Drew’s tutoring background informs AI product design
17:26 The role of AI in fostering—not replacing—human-to-human learning
21:00 Students’ call for “learning mode” to avoid brain rot
26:41 Sneak peek: Anthropic’s upcoming learning mode for Claude Code

😎 Stay updated with Edtech Insiders!

Follow our Podcast on:
Apple Podcasts: https://podcasts.apple.com/us/podcast...
Spotify: https://open.spotify.com/show/4PeMaMt...
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Looking to learn AI without paying for expensive courses? Anthropic offers several free AI courses with certificates through its academy. From AI fundamentals and prompt engineering to APIs, cloud deployment, and AI-assisted coding with Claude, these courses cover the key skills needed to build modern AI applications.

In this video, we break down 7 of the best free Anthropic AI courses and who each one is best for. If you're a beginner, developer, or cloud engineer, there's a course here for you.

In this video, I explore Anthropic Academy, the official learning platform from the company behind Claude AI.

I review the available courses, including Claude 101, AI Fluency, Claude Code, Model Context Protocol (MCP), and Claude Cowork, and share who these courses are designed for.

If you are a student, educator, developer, researcher, or simply interested in AI, this platform is worth checking out.

Courses discussed:
• Claude 101
• AI Fluency
• Claude Code
• Model Context Protocol (MCP)
• Claude Cowork

This is Episode 1 of the series: Free AI Courses Worth Your Time.

#Anthropic #ClaudeAI #ArtificialIntelligence #AICourses

Anthropic Education Report: The AI Fluency Index

This Anthropic Education Report introduces the AI Fluency Index, investigating whether individuals are developing the necessary skills to effectively use AI tools amidst rapid adoption. Building on previous studies of Claude users, this report analyzes 9,830 anonymized conversations using the 4D AI Fluency Framework, focusing on 11 observable behaviors to establish a baseline for AI fluency. Key findings reveal that AI fluency is strongly associated with iterative and refined conversations, where users treat AI as a thought partner and engage in follow-up questions and adjustments. These conversations demonstrate significantly more fluency behaviors, including questioning reasoning and identifying missing context. Conversely, when users create artifacts like code or documents, they become more directive but paradoxically less evaluative, showing a decreased likelihood to critically assess AI's outputs. The report emphasizes the growing importance of critical evaluation, particularly as AI models produce increasingly polished results, and recommends users stay in conversations for iterative refinement and actively question AI-generated content to enhance their fluency.
#AIFluency #AnthropicReport #HumanAIIteraction #AICapabilities #SkillDevelopment #CognitiveAI #AIResearch #ClaudeAI #EducationTechnology

Donats: https://www.patreon.com/c/luxak

paper - https://www.anthropic.com/rese....arch/AI-fluency-inde
subscribe - https://t.me/arxivpaper
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Anthropic CEO Dario Amodei says we may be only one to five years away from a “country of geniuses in a data center,” with AI powerful enough to accelerate economic growth to unprecedented levels while simultaneously disrupting the foundations of white-collar work. In this video, we examine Amodei’s warnings that entry-level roles in software engineering, law, finance, consulting, and medicine could disappear far faster than societies can adapt, creating what he describes as a potential “bloodbath” for traditional career pathways. We also explore his concerns about autonomous drone swarms, mass AI-enabled surveillance, biological threats, and the possibility that future AI systems may display morally relevant experiences that humanity does not yet understand. Most strikingly, the man building some of the world’s most advanced AI systems admits that he cannot rule out machine consciousness, compares AI development to growing a biological organism, and warns that the gap between a beneficial future and catastrophe may be far smaller than most people realize.

📚 Sources cited in this video:

- Dario Amodei, Machines of Loving Grace
https://www.darioamodei.com/es....say/machines-of-lovi

- Anthropic
https://www.anthropic.com

- Dario Amodei et al., Concrete Problems in AI Safety
https://arxiv.org/abs/1606.06565

- The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
https://arxiv.org/abs/1802.07228

⚠️ DISCLAIMER: This channel provides AI commentary and analysis for educational and informational purposes only. Views expressed by guests are their own and do not represent the positions of any company or institution. We encourage viewers to consult multiple sources and form their own conclusions.

#ai #agi #artificialintelligence

Anthropic on Monday said it filed plans for an initial public offering, setting it up for a share sale that could value the company in the trillion-dollar range as it races against rival OpenAI.

It’s one of three highly anticipated AI IPOs expected this year, along with OpenAI and SpaceX — allowing retail investors to get in on some of the most valuable AI startups and giving early investors the chance for multi-billion-dollar paydays.

AI experts debate whether or not the race between AI superpowers could lead to the end of humanity.

0:00 Anthropic files for what might be one of the largest IPOs in history
1:54 Why is it worth so much?
3:39 Is AI an existential threat to humanity?
4:57 Tech ethicist: “We are heading to an anti-human future”
6:13 How do we properly regulate AI?
11:16 TechRadar editor in chief: AI isn't an existential threat

Watch more CNN here: https://cnn.it/4kh5RPe

#News #ai #tech

Legal teams lose days per week to routine tasks like contract redlining and marketing reviews. Mark Pike, Associate General Counsel, shares how Anthropic's lawyers uses Claude to build workflows that cut review times from days to hours—no coding required.

Check out the full case study to learn more: www.claude.com/blog/how-anthro....pic-uses-claude-lega

Stay tuned for more stories in the "How Anthropic uses Claude" series.

Anthropic released a free Claude AI course on Anthropic Academy — and I walked through the entire thing so you don't have to. In under 10 minutes you'll learn what Claude Code actually is, why it's safer than indexed alternatives like GitHub Workspace, how to install it, and the three CLAUDE.md files that change how the agent behaves.

I'm Ani — a senior tech consultant in Stockholm building AI tools for enterprise finance. I take official AI courses on real production projects and share what's worth your time (and what isn't).

⏱️ TIMESTAMPS
00:00 Welcome and Course Intro
00:18 What Is a Coding Assistant
00:51 How Assistants Use Tools
02:11 Security Benefits of Claude Code
03:14 Claude Code Installation Setup
04:04 Troubleshooting Install Issues
04:16 Adding Context With /init
05:07 CLAUDE.md Files Explained
05:48 Customize Behavior With Memory
06:13 Tag Files for Faster Answers

🔗 RESOURCES
► Anthropic Academy (free): https://anthropic.skilljar.com
► Claude Code in Action course: https://anthropic.skilljar.com/claude-code-in-action
► Claude Code install docs: https://docs.claude.com/en/docs/claude-code
► Claude Code on Coursera (with certificate): https://www.coursera.org/learn..../claude-code-in-acti

📌 RELATED VIDEOS ON THIS CHANNEL
► Claude Design redesigned my real app
► Claude Projects vs RAG pipelines
► n8n + Claude automation workflows

💬 Comment "CLAUDE.md" and I'll send you my actual CLAUDE.md template I use on enterprise client work.

WHO I AM
I'm Ani — Stockholm-based senior tech consultant. I've spent 11+ years in enterprise fintech (Snowflake, Azure, SimCorp) and now build AI workflows for asset managers and pension funds. This channel is what I wish existed when I started using AI on real production code.

👏 Big thanks to @AnthropicAI for the free course, and shout-out to @MattPocock, @SabrinaRamonov, @AIFoundations, and @KevinStratvert whose Claude Code content shaped how I think about agentic coding.

#ClaudeCode #AnthropicAcademy #ClaudeAI

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Anthropic Free AI Courses 2026, Claude AI Certification, Free AI Training with Certificates, Anthropic Claude 101, Model Context Protocol Python, how to build ai agents,how to build ai apps,free ai courses for beginners,free artificial intelligence courses,chatgpt for developers,free chatgpt course,prompt engineering free course,how to become ai engineer,become ai ml engineer,ai developer roadmap,ai engineer roadmap,ai for beginners,how to learn ai,free courses,Claude Vertex AI Course, Learn AI Fluency Free.

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DISCLAIMER: This video is intended for educational and informational purposes only. We do not guarantee any specific job placements or internship offers. Results may vary from the video, and any success stories or examples shared are not a guarantee of future success.

I spent one weekend taking all 7 of Anthropic Academy's core practitioner courses so you don't have to. In this video, I give you my honest review of each course + the exact order to take them based on who you are: brand new to Claude, a developer building with the API, or a security practitioner evaluating AI risk

🔗 Anthropic Academy (free): https://anthropic.skilljar.com/

TIMESTAMPS:
0:00 Intro
0:49 Course 1 Review
1:45 Course 2 Review
2:59 Course 3 Review
4:19 Course 4 Review
5:32 Course 5 Review
6:31 Course 6 Review
8:01 Course 7 Review
8:50 Roadmap for Beginners
9:12 Roadmap for Builders and Developers
9:54 Roadmap for Security Professionals

📚 THE 3 ROADMAPS

→ NEW TO CLAUDE
Claude 101 → AI Fluency: Frameworks and Foundations

→ DEVELOPERS + BUILDERS
Claude 101 → AI Fluency: Frameworks and Foundations → Building with the Claude API → Claude Code in Action → Intro to Model Context Protocol (MCP) → MCP Advanced Topics → Introduction to Agent Skills

→ SECURITY PRACTITIONERS
AI Fluency: Frameworks and Foundations → Claude 101 → Building with the Claude API → Claude Code in Action → Intro to Model Context Protocol (MCP) → MCP Advanced Topics

💬 Which path are you on? Drop it in the comments.

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ABOUT ME:
Hi! I'm Jasmine, a cybersecurity professional with 5+ years of experience in software engineering, Identity and Access Management (IAM), and Application/Product Security. I'm passionate about bridging the gap between AI and security, as well as Cybersecurity careers, and teaching people how to stay safe online.

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Learn how to get the most out of chatting with Claude. This tutorial covers the basics of Claude's conversational interface, including how to craft effective prompts, upload supporting documents, use search and tools, customize your experience with styles and model selection, and leverage features like extended thinking and research mode. Whether you're new to Claude or looking to level up your skills, this video will help you work more effectively with your AI collaborator.

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Google Gemini ഫോണിനോട് എന്തും പറഞ്ഞാൽ അനുസരിക്കും
how to use Google Gemini in Android phone

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Google Gemini Kya Hai aur Kaise Use Kare | Google Gemini Full Tutorial For Beginners

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Google Gemini just released a bunch of brand new upgrades and features that change everything! They are releasing VEO 4, Gemini 3.1 Flash Lite, New NotebookLM upgrades and so much more!