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AI 101 & 201

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Alyona Vert.

Joined Turing Post in April 2024. Studied control systems of aircrafts at BMSTU (Moscow, Russia), where conducted several researchers on helicopter models. Now is more into AI and writing.

AI 101: What Is a Token (and why it runs AI)?

AI 101

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Apr 15, 2026

AI 101: What Is a Token (and why it runs AI)?

From the technical side to economics – your guide to understanding the foundations of AI

Alyona Vert.
Ksenia Se
Alyona Vert., +1
10 Open Projects for AI Security

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Apr 12, 2026

10 Open Projects for AI Security

Alyona Vert.
Alyona Vert.
AI 101: Gemma 4 and Why Many OpenClaw Users are Now Switching to it

AI 101

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Apr 8, 2026

AI 101: Gemma 4 and Why Many OpenClaw Users are Now Switching to it

How much intelligence can you extract from the hardware you already have? Gemma 4 has the answer

Alyona Vert.
Alyona Vert.
9 Open Agents That Improve Themselves

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Apr 5, 2026

9 Open Agents That Improve Themselves

Inspired by Hermes Agent

Alyona Vert.
Alyona Vert.
AI 101: Hermes Agent – OpenClaw’s Rival? Differences and Best Use Cases

AI 101

+1

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Apr 1, 2026

AI 101: Hermes Agent – OpenClaw’s Rival? Differences and Best Use Cases

A breakdown of the new self-improving local agent – and why it’s now a main competitor to OpenClaw

Alyona Vert.
Ksenia Se
Alyona Vert., +1
14 JEPA Milestones as a Map of AI Progress

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Mar 29, 2026

14 JEPA Milestones as a Map of AI Progress

Alyona Vert.
Alyona Vert.
AI 101: Transformers Depth Is an Addressable Dimension

AI 101

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Mar 25, 2026

AI 101: Transformers Depth Is an Addressable Dimension

Deep transformers used to accumulate layer history. Now they are starting to retrieve from it.

Alyona Vert.
Ksenia Se
Alyona Vert., +1
13 Modern Reinforcement Learning Approaches for LLM Post-Training

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Mar 22, 2026

13 Modern Reinforcement Learning Approaches for LLM Post-Training

So many RLs... Here are some approaches that you should know about

Alyona Vert.
Alyona Vert.
AI 101: Nemotron 3 and the Surprising Coalition Building New AI in the Open

AI 101

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Mar 18, 2026

AI 101: Nemotron 3 and the Surprising Coalition Building New AI in the Open

How NVIDIA amplifies the open model space with an outstanding lineup of partners: Black Forest Labs, Cursor, LangChain, Mistral AI, Perplexity, Reflection AI, Sarvam and Thinking Machines

Alyona Vert.
Ksenia Se
Alyona Vert., +1
7 Emerging Memory Architectures for AI Agents

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Mar 15, 2026

7 Emerging Memory Architectures for AI Agents

Alyona Vert.
Alyona Vert.
AI 101: Beyond RL: The New Fine-Tuning Stack for LLMs

AI 101

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Mar 11, 2026

AI 101: Beyond RL: The New Fine-Tuning Stack for LLMs

Discussing the rise of generated adapters, like Text-to-LoRA, Doc-to-LoRA and others, Evolution Strategies (ES) optimization and the future of dynamic fine-tuning

Alyona Vert.
Ksenia Se
Alyona Vert., +1
9 Core AI Software Development Paradigms

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Mar 8, 2026

9 Core AI Software Development Paradigms

plus some tools and resources to check out

Alyona Vert.
Alyona Vert.
AI 101: From Vibe Coding to Spec-Driven Development

AI 101

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Mar 4, 2026

AI 101: From Vibe Coding to Spec-Driven Development

How to combat the AI slop in coding and build software that actually follows a plan and your goals + Spec-Driven Development tools

Alyona Vert.
Ksenia Se
Alyona Vert., +1
9 Amazing Robotics News You Should Know About

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Mar 1, 2026

9 Amazing Robotics News You Should Know About

Alyona Vert.
Alyona Vert.
AI 101: The Inference Chip Wars – MatX, Taalas, and the Cracks in the GPU Era

AI 101

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Feb 25, 2026

AI 101: The Inference Chip Wars – MatX, Taalas, and the Cracks in the GPU Era

From NVIDIA Vera Rubin to model-as-hardware, and why β€œinference chips” are no longer one category

Alyona Vert.
Ksenia Se
Alyona Vert., +1
20 Awesome Github Repos to Build OpenClaw-Style Agents

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Feb 22, 2026

20 Awesome Github Repos to Build OpenClaw-Style Agents

Here is the stack for your building practice

Alyona Vert.
Alyona Vert.
AI 101: OpenClaw Explained + lightweight alternatives

AI 101

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Feb 18, 2026

AI 101: OpenClaw Explained + lightweight alternatives

Everything you need to know about OpenClaw: the tech stack, lightweight alternatives, and why it changed the agentic discourse

Alyona Vert.
Ksenia Se
Alyona Vert., +1
10 Must-read books and surveys about AI and Machine Learning

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Feb 15, 2026

10 Must-read books and surveys about AI and Machine Learning

Deep Learning, context engineering, LLMs, multimodal models and agents – all the basics together for your convenience

Alyona Vert.
Alyona Vert.
AI 101: "On-Policy Distillation Zeitgeist"

AI 101

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Feb 11, 2026

AI 101: "On-Policy Distillation Zeitgeist"

Can a model teach itself well in 2026? Checking out some banger papers on self-distillation that demonstrate a new phase

Alyona Vert.
Alyona Vert.
13 Foundational Types of AI Models

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Feb 1, 2026

13 Foundational Types of AI Models

Alyona Vert.
Alyona Vert.
AI 101: What is Hybrid AI?

AI 101

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Jan 29, 2026

AI 101: What is Hybrid AI?

It’s not about architectural hybrids, it’s about where to run a model. The big promise in connecting devices and clouds for the nearest future of AI.

Alyona Vert.
Ksenia Se
Alyona Vert., +1
7 Sources to Master Agents and Agentic Reasoning

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Jan 25, 2026

7 Sources to Master Agents and Agentic Reasoning

Alyona Vert.
Alyona Vert.
AI 101: An Insightful Guide to VLA/VLA+ models

AI 101

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Jan 21, 2026

AI 101: An Insightful Guide to VLA/VLA+ models

How Microsoft's Rho-alpha, Google's Gemini Robotics, and six other breakthroughs built the bridge from VLA to VLA+ – the complete snapshot of where we are today

Alyona Vert.
Ksenia Se
Alyona Vert., +1
9 Notable Advancements in Robotics that We Can't Miss

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Jan 18, 2026

9 Notable Advancements in Robotics that We Can't Miss

Alyona Vert.
Alyona Vert.
AI 101: What are Web World Models?

AI 101

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Jan 14, 2026

AI 101: What are Web World Models?

Princeton’s new recipe for building better world models to support AI agents

Alyona Vert.
Ksenia Se
Alyona Vert., +1
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Turing Post

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