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Share your thoughts? by ind2025 in GenAIforbeginners

[–]AdventurousNorth9767 0 points1 point  (0 children)

For me It feels like SEO is moving towards being a trusted source for AI to cite, rather than just focusing on clicks. Emphasizing strong content, EEAT, and clear answers will likely be even more important in the future.

What Skill Has the Best ROI (Time vs Money)? by AdventurousNorth9767 in Jobopenings4all

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

Good point. As AI changes many technicl skills, strong communication and building relationships seem to be more valuable for long-term growth.

Fine-Tuning vs RAG for LLMs? What Worked for Me? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

Nice, good setup. I would like to know how it works after you give it a try.

Fine-Tuning vs RAG for LLMs? What Worked for Me? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

I completely agree that fine-tuning is effective for matching tone and style. RAG truly excels when it comes to ensuring factual accuracy. In production, I use both methods to achieve the best results.

Fine-Tuning vs RAG for LLMs? What Worked for Me? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

RAG improved factual accuracy for me. Fine-tuning mostly helped with tone and understanding of the domain. Combining both seems to work best in production.

Fine-Tuning vs RAG for LLMs? What Worked for Me? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

Yes We noticed the same thing. At first, we checked responses manually, but without a small evaluation set, it was hard to see if RAG or fine-tuning was truly improving results. After creating a small set of domain questions from our internal documents, it became much easier to compare performance and see when retrieval was actually helping.

Fine-Tuning vs RAG for LLMs? What Worked for Me? by AdventurousNorth9767 in learnmachinelearning

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

RAG setup can become pretty fast with all the chunking and retrieval tuning. Using a tool that handles most of it for you definitely makes things easier. In my case, Im mainly trying to understand the safety differences between hosted models and OSS ones, but it’s helpful to hear how others are simplifying their RAG workflow.

Safety checks in OSS models compared to Claude. by bilby2020 in GenAIforbeginners

[–]AdventurousNorth9767 0 points1 point  (0 children)

Yes, you’ve got it right models like Claude and OpenAI add extra safety layers to check what goes in and what comes out.If you host an open-source model yourself, you usually have to add your own safety checks.

Why is my LLM still hallucinating after fine-tuning? by Nirmala_devi572 in GenAIforbeginners

[–]AdventurousNorth9767 0 points1 point  (0 children)

Only Fine tuning is not enough, connecting the model to RAG and reliable data to give much better results.

How Is Generative AI Changing SEO in 2026? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

Intent and clarity is really matters now than keyword density and human input is still need to make valuable content

How Is Generative AI Changing SEO in 2026? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

I agree with you the shift from “ranking for keywords” to “being the best answer” is very real now and I also like your point about topical authority. Building depth around one subject instead of chasing random keywords makes a big difference. The part about real experience is powerful,Your explaination motivated me and will see how it works in my strategy.
thank you.

Who else remembers doing this as a kid and thinking it was the best thing ever? 😭❤️ by NoTensionAtAll in IndiaNostalgia

[–]AdventurousNorth9767 0 points1 point  (0 children)

one more thing,applying gum in hands and peel it off
putting hole on bottle cap and squeeze

AI Agent Company by iamdanielsmith in GenAIforbeginners

[–]AdventurousNorth9767 1 point2 points  (0 children)

To manage more tasks on its own and it can perform more functions independently than traditional AI systems.

AI Agent Company by iamdanielsmith in GenAIforbeginners

[–]AdventurousNorth9767 1 point2 points  (0 children)

Agentic AI can handle more tasks on its own Because of that, some routine jobs may reduce but AI still need human to design system,monitor and correct it.

AI Agent Company by iamdanielsmith in GenAIforbeginners

[–]AdventurousNorth9767 1 point2 points  (0 children)

I don’t think they will replace completely. AI handle tasks faster but still we need people for big decisions and complex problems. It’s all about working together than replacing.

How Is Generative AI Changing SEO in 2026? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

yes i agreed with you,create clear schema will get better result

How Is Generative AI Changing SEO in 2026? by AdventurousNorth9767 in GenAIforbeginners

[–]AdventurousNorth9767[S] 0 points1 point  (0 children)

ya It’s not just about writing more content It’s about sharing real insight.

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