DEJAN Marketing

20/09/2026

If you do AI SEO, then it's good to be aware of Google's AI Mode system internals:

Explore the core AI mode tags used

17/09/2026

Gemini 3.8 Flash proves more stabile, predictable and deterministic when it comes to brand, product and service recommendations than its predecessors. https://dejan.ai/flux/

16/09/2026

https://dejan.ai/blog/fanout2/

Google Research introduced R4T, an RL-trained diffusion retriever that optimizes fan-out query sets for diversity and speed, achieving up to 20x latency speedups.

08/09/2026

https://dejan.ai/blog/llm-confidence/

A study reveals that language model abstention is governed by a single internal confidence signal that outranks question difficulty and fact retrievability.

04/09/2026

https://openai.com/index/gpt-6-astra/

Introducing GPT-6 Astra, our most intelligent and aligned model yet, with state-of-the-art capabilities across computer use, coding, cybersecurity, and science.

01/09/2026

The blueprint for AI was made back in 1955, and we're almost there with a few things to go still such as self-improvement, world models and embodied intelligence with sensory input data. Take a looksie:

This page compares the 1955 Dartmouth artificial intelligence proposal with the public record of AI capabilities and world models as of 2026.

27/08/2026

Relax. Google won't penalize all AI generated content.
dejan.ai/blog/ai-penalty

25/08/2026

On request we added a download option for Page to Markdown extension:

Copies the visible page content area as structured Markdown, following Chrome's Annotated Page Content design.

23/08/2026

https://dejan.ai/blog/ox-alpha/

Prompt injection and gzip-NCD compression analysis reveal that OX Alpha, a mysterious LLM on OpenRouter, is GLM developed by Z.ai.

22/08/2026

If you're coding with Claude, you'll appreciate this. I do.

The DEJAN Chat Protocol is a response format that puts the answer in the first sentence and defers elaboration to the reader's explicit choice.