AI 101

These subjects often turn into buzzwords with little clear explanation. No worries, we will provide straightforward insights into these complex areas in plain English and help you learn how to implement it.

Global AI Affairs"Froth on the Daydream"AI 101The CV HistoryGenAI UnicornsThe History of LLMsCommunity TwistTwitter LibraryAI Infra UnicornsInterviews with InnovatorsAI AgentsFMOps
AI 101AI 101
Topic 43: What is Meta-Learning?

Topic 43: What is Meta-Learning?

look into the mind-bending world of meta-learning, where AI learns HOW to learn.

Ksenia Se
Alyona Vert.
Ksenia Se, +1
AI 101AI 101
Topic 42: Decoding BERT: From Original NLP Game-Changer to Today's Efficient AI (feat. ConstBERT)

Topic 42: Decoding BERT: From Original NLP Game-Changer to Today's Efficient AI (feat. ConstBERT)

we explore a foundational model architecture, BERT, which brought a deeper context understanding to reality and led to a wave of new context-aware models + the freshest ConstBERT, a multi-vector retrieval solution built on BERT

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 41: What's Cool About AlphaEvolve and Codex?

Topic 41: What's Cool About AlphaEvolve and Codex?

we discuss two fresh coding tools from Google DeepMind and OpenAI that reshape coding, making it more convenient and practical for real-world tasks optimization

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 40: What is GRPO and Flow-GRPO?

Topic 40: What is GRPO and Flow-GRPO?

we explore very clever algorithm behind DeepSeek-R1's breakthrough and how its latest adoption, Flow-GRPO make RL real for flow models

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 39: What is Defense AI?

Topic 39: What is Defense AI?

Let’s explore how AI is reshaping the battlefield – from drone swarms and cyber defense to logistics, training, and the race for cognitive security

Dr. Larysa Visengeriyeva
Dr. Larysa Visengeriyeva
AI 101AI 101
Topic 38: Can Liquid Models Beat Transformers? Meet Hyena Edge – the Newest Member of the LFM Family

Topic 38: Can Liquid Models Beat Transformers? Meet Hyena Edge – the Newest Member of the LFM Family

we discuss a new wave of architecture from Liquid AI – built from first principles, optimized for real hardware, and challenging the Transformer playbook with smarter, leaner models

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 37: What is MoE 2.0? Update Your Knowledge about Mixture-of-experts

Topic 37: What is MoE 2.0? Update Your Knowledge about Mixture-of-experts

The fresh angle on current Mixture-of-Expert. We discuss what new MoE techniques like S'MoRE, Symbolic-MoE, and others mean to the next generation AI

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 36: What is Causal AI?

Topic 36: What is Causal AI?

we lift the curtain on what Causal AI is, its main principles, and how it can influence our world

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 35: What are World Models?

Topic 35: What are World Models?

A deep dive into the history and current advancements in world models and why they are an important puzzle piece for the future of AI

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 34: Things You Need to Know About Inference

Topic 34: Things You Need to Know About Inference

we dive into the core aspects of AI inference, explore how it works and what can make it faster

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 33: Slim Attention, KArAt, and XAttention Explained – What’s Really Changing in Transformers?

Topic 33: Slim Attention, KArAt, and XAttention Explained – What’s Really Changing in Transformers?

We explore three advanced attention mechanisms which improve how models handle long sequences, cut memory use and make attention learnable

Alyona Vert.
Alyona Vert.
AI 101AI 101
Topic 32: What is Qwen-Agent framework? Inside the Qwen family

Topic 32: What is Qwen-Agent framework? Inside the Qwen family

we discuss the timeline of Qwen models, focusing on their agentic capabilities and how they compete with other models, and also explore what is Qwen-Agent framework and how you can use it

Alyona Vert.
Alyona Vert.