Rafal Kantorek

Dedicated SEO Expert | Sharing Insights on Advanced Local SEO & AI Strategies 🚀 | Founder @ranklike | Helping Businesses Achieve Organic Growth | Let's Connect

[Stitch by Google @stitchbygoogle]

Meet the new Stitch, your vibe design partner.

Here are 5 major upgrades to help you create, iterate and collaborate:
🎨 AI-Native Canvas
🧠 Smarter Design Agent
🎙️ Voice
⚡️ Instant Prototypes
📐 Design Systems and DESIGN.md

Rolling out now. Details and product walkthrough video in 🧵

[Rafal Kantorek @RKantorek]

@Charles_SEO Brutal execution Charles. Reinvesting at DR20 is a massive ROI lever. How do you tackle YMYL niches like medical or supplements? Do you still scale purely via AI, or do you prioritize verified experts from day one?

[Alex Veremeyenko @alex_verem]

🚨 RAG is broken and nobody's talking about it.

Stanford just exposed the fatal flaw killing every "AI that reads your docs" product.

It's called "Semantic Collapse", and it happens the moment your knowledge base hits critical mass.

Here's the brutal math (and why your RAG system is already dying):

[Rafal Kantorek @RKantorek]

@godofprompt Prompt

[Gemini Notebook @Gemini_Notebook]

Finally, the moment you’ve all been waiting for 🥁:

Rolling out today, you can now create your own custom video overview styles by typing in a prompt in the customization box.

Drop your favorite examples below (our expectations are SKY HIGH).

[OpenAI @OpenAI]

Meet our new browser—ChatGPT Atlas.

Available today on macOS: https://t.co/UFKSQXvwHT

[Rafal Kantorek @RKantorek]

@AndrewBolis YouTube

[Rafal Kantorek @RKantorek]

@boringlocalseo TRACKINGS

[Rafal Kantorek @RKantorek]

@mikefutia GPT

[Rafal Kantorek @RKantorek]

@JulianGoldieSEO Perplexity

[Rafal Kantorek @RKantorek]

@GasperCrepinsek GPT

[Wes Roth @WesRoth]

DeepSeek R2, Huawei’s next-gen AI model, is rumored to launch between August 15–30 and run on Ascend 910B chips. It’s positioned as a high-efficiency GPT-5 rival with impressive specs:

🔹512 PFLOPS at FP16, ~91% of A100-class performance
🔹82% chip utilization rate, showing strong hardware-software synergy
🔹Estimated 97% cost efficiency compared to A100 clusters
🔹Uses a hybrid Mixture of Experts with ~1.2T total params and ~78B active per token
🔹Routes only a few experts per step to optimize compute and throughput
🔹Built on a rumored self-developed distributed training stack

[elvis @omarsar0]

Context Rot

Great title for a report, but even better insights about how increasing input tokens impact the performance of top LLMs.

Banger report from Chroma.

Here are my takeaways (relevant for AI devs):

[Rafal Kantorek @RKantorek]

@wizofecom BLUEPRINT

[The Rundown AI @TheRundownAI]

AI NEWS: Lightricks just dropped an AI that generates FULL 60-second videos, streaming content second-by-second

Plus, more news from Google, Perplexity, Microsoft, AWS, and MiniMax

Here's everything you need to know:

[elvis @omarsar0]

AI Agents vs. Agentic AI

Interesting paper summarizing distinctions between AI Agents and Agentic AI.

It also talks about the key ideas, solutions, and the future.

Here are my notes:

[Anthropic @AnthropicAI]

New from the Anthropic Economic Index: Evidence on how coders use AI.

Our previous research confirmed that AI is disproportionately used for software development work. Here, we go into the details.

[Alex Prompter @alex_prompter]

🚨 BREAKING: xAI just launched a huge update to Grok called Grok Studio and it's free.

It can generate websites, papers, games and lets you edit them in real-time.

It’s similar to OpenAI's Canvas, but it integrates with Google Drive.

Here’s how my tests went:

[OpenAI @OpenAI]

All of your image creations, all in one place.

Introducing the new library for your ChatGPT image creations—rolling out now to all Free, Plus, and Pro users on mobile and https://t.co/nYW5KO1aIg.