Archive | Turing Post

∇ Guide

14 min read

Sep 18, 2026

∇ Guide: Jev, RLCD, and the Reinvention of the AI Classifier

Why Jev – TypeSafe’s System One Model – caught developers’ attention, which older ideas it combines, and what you can already build without it

Ksenia Se

AI Builds AI

What Happens After You Tell an AI Agent It’s Wrong?

13 min read

Sep 16, 2026

What Happens After You Tell an AI Agent It’s Wrong?

What to change in its memory, instructions, tools, or model – and how to test whether the fix holds. Enterprise lessons from Dreamforce for your own workflows. AI Builds AI, Episode 2.

Ksenia Se

"Froth on the Daydream"

FOD#167: What Is Recursive About Recursive Self-Improvement?

9 min read

Sep 14, 2026

FOD#167: What Is Recursive About Recursive Self-Improvement?

RSI had quite a week! AI is already helping improve AI. Let's go deeper. What happens as more of the improvement loop itself becomes something AI can change.

Ksenia Se

9 Paths Toward True Recursive Self-Improvement

7 min read

Sep 13, 2026

9 Paths Toward True Recursive Self-Improvement

Nine 2026 RSI systems mapped onto seven loop stages: strategy, memory, skills, policy, weights, scaffold, evaluator. Most keep the base model frozen.

Alyona Vert.

AI 101

∇ Guide: Test-Time Training – A Model That Changes While You Use It

17 min read

Sep 12, 2026

∇ Guide: Test-Time Training – A Model That Changes While You Use It

How models can keep learning during inference – and why test-time training could be a key to overcome the limitations of agents and world models.

Alyona Vert.

FMOps: Foundation Model Operations for AI Engineers

Token 1.21: Vulnerabilities in LLMs and how to deal with them

10 min read

Sep 11, 2026

Token 1.21: Vulnerabilities in LLMs and how to deal with them

A practical guide to prompt injection, data leakage, poisoning, tool abuse, agent attacks and security controls for modern LLM applications.

Bhuwan Bhatt

AI 101

8 min read

Sep 11, 2026

What is Mamba?

Jamba, Falcon-H1 and Nemotron-H keep attention alongside Mamba layers. What selective SSMs do well, and where exact recall breaks

Ksenia Se, +1

1 min read

Sep 10, 2026

Turn stateless AI into real agents👨‍🔧

Without memory, agents forget what matters

AI Concepts & Techniques

AI Builds AI: What Is Actually Improving?

11 min read

Sep 9, 2026

AI Builds AI: What Is Actually Improving?

Triton's creator on why OpenAI is handing GPU decisions back to models with Gluon, and what still has to be true before a faster kernel counts as progress.

Ksenia Se

"Froth on the Daydream"

10 min read

Sep 8, 2026

FOD#166: We Don't Know What They Know

OpenAI’s alignment questions and proposed Navier–Stokes solution, DeepMind’s genetic atlas, and new research in world models and self-improvement

Ksenia Se

Twitter Library

Best AI Image Generators in 2026: 12 Models & Tools Compared

10 min read

Sep 5, 2026

Best AI Image Generators in 2026: 12 Models & Tools Compared

12 current AI image generators compared: GPT Image 2, Nano Banana 2, Midjourney V8.2, FLUX.2, Grok Imagine 2.0, Seedream 5.0, Stable Diffusion 3.5, and more.

Alyona Vert., +1

AI 101

∇ Guide: The Missing Pieces in Recursive Self-Improvement

13 min read

Sep 4, 2026

∇ Guide: The Missing Pieces in Recursive Self-Improvement

More experience, human guidance and 8x compute all failed to make agents rethink strategy. What Metan and Recuris do instead, and where each stops short.

Alyona Vert.

AI Research Posts

The History of World Models

Embodied AI & Robotics: VLA Models & World Models

Economics

AI Infrastructure: Inference, Chips & RAG Systems

LLM Post-Training: GRPO, DPO, RLHF & Fine-Tuning

AI Concepts & Techniques

Architectures

AI Models: In-Depth Analysis

The Org Age of AI

Open Source AI in 2026

AI Literacy

AI Agents

AI 101

The History of Computer Vision

AI Infra Unicorns: Company Deep Dives

FMOps: Foundation Model Operations for AI Engineers

"Froth on the Daydream"

Community Twist: Guest Posts & Practitioner Insights

The History of LLMs

Interviews with Innovators

Global AI Affairs

Twitter Library

GenAI Unicorns: Company Deep Dives

∇ Guide: Jev, RLCD, and the Reinvention of the AI Classifier

What Happens After You Tell an AI Agent It’s Wrong?

FOD#167: What Is Recursive About Recursive Self-Improvement?

9 Paths Toward True Recursive Self-Improvement

∇ Guide: Test-Time Training – A Model That Changes While You Use It

Token 1.21: Vulnerabilities in LLMs and how to deal with them

What is Mamba?

Turn stateless AI into real agents👨‍🔧

AI Builds AI: What Is Actually Improving?

FOD#166: We Don't Know What They Know

Best AI Image Generators in 2026: 12 Models & Tools Compared

∇ Guide: The Missing Pieces in Recursive Self-Improvement