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Igor Novikov

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Towards AI

RAG Architecture: Advanced RAG

Since the writing of my last article, not much time has passed, but progress doesn’t stand still, and several important changes have…

Jul 22

RAG Architecture: Advanced RAG

Jul 22

Pinned

Published in
Towards AI

A Complete Guide to RAG

If you haven’t heard about RAG from your refrigerator yet, you surely will very soon, so popular this technique has become. Surprisingly…

Jun 20

A Complete Guide to RAG

Jun 20

Published in
Generative AI

A Guide to Autoencoders

Autoencoders are the basic technique of Machine Learning and AI, on which more complex things are built, for example in diffusion models…

13h ago

A Guide to Autoencoders

13h ago

Published in
Towards AI

Standard Deviation For Dummies

I bet you’ve heard about standard deviation but what does it mean?

6d ago

Standard Deviation For Dummies

6d ago

Published in
Towards AI

Game Theory Made Simple

Many of you, I bet, heard about game theory at some point in your life. If you want to sound smart and impress your girlfriend — just…

Nov 7

Game Theory Made Simple

Nov 7

Published in
ILLUMINATION

Definitive newbie guide on how to Burn at Burning Man

There are many guides on how to prepare for Burning Man in terms of what food to buy, or what kind of contraption to use for accommodations…

Nov 6

Definitive newbie guide on how to Burn at Burning Man

Nov 6

Published in
Towards AI

How AI Applications are changing Healthcare

There have been a lot of changes recently in AI and the situation is evolving every day. It started proliferating in every industry…

Oct 14

How AI Applications are changing Healthcare

Oct 14

Published in
ILLUMINATION

Lean Canvas: how to turn your startup idea into a tangible plan

Everyone nowadays seems to want to create their own startup, raise one billion of VC money, and buy a cyber track with that. That is all…

Sep 4

Lean Canvas: how to turn your startup idea into a tangible plan

Sep 4

Published in
AI Advances

Generating consistent images of characters using AI

If you want to use diffusion models to create consistent stories with storytelling — it is not as easy as you may have hoped. It is easy…

Aug 23

Generating consistent images of characters using AI

Aug 23

Published in
Generative AI

A bit of paranoia: funny vulnerabilities that are spawned by ChatGPT and LLM models

LLMs are being embedded almost everywhere now and a lot of attack opportunities were born because of that. There are attacks on code…

Jun 16

A bit of paranoia: funny vulnerabilities that are spawned by ChatGPT and LLM models

Jun 16

Igor Novikov

Igor Novikov

Founder & CTO at Innova-technology.com | AI enthusiast 🧠 | Conference Speaker | Tech with a human touch. | my Linkedin: linkedin.com/in/igor-a-newman

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