Kadabra Insights into the Evolving Web Tech

Sam Altman says your laptop's RAM is wasted. He's right — but for the wrong reason.

While Altman points fingers at idle laptop memory, the AI industry he leads has been vacuuming up high-bandwidth RAM, causing global supply chain distortions and price hikes.

By Kadabra November 4, 2026 5 min read

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AI Tools

Stop paying for cloud GPUs. Run 70B AI models on your desk.

By Kadabra November 4, 2026 5 min read

This mini PC with 128GB unified memory and an RTX 4090 makes local inference affordable and fast. No more recurring bills or server racks.

AI in SEO

Google built search to send you away. Now its AI keeps you there. Why?

By Kadabra November 4, 2026 6 min read

Google's AI Overviews are designed to answer queries completely on the results page, directly challenging the $200 billion ad revenue model built on sending users elsewhere.

Cyber Security

Your LLM won't analyze that script. Here's what security pros are doing instead.

By Kadabra November 4, 2026 4 min read

Your commercial LLM likely refuses to analyze suspicious scripts, leaving a critical security gap. Find out how practitioners are deploying local, uncensored AI models, with refusal mechanisms.

AI in SEO

Your PR retainer is built on a lie. Here's how to win the news race.

By Kadabra October 30, 2026 5 min read

Traditional PR is too slow to catch breaking stories. An AI system monitors news APIs and social platforms 24/7, giving your business the crucial early advantage.

AI Tools

Are you really saving money orchestrating AI models? Think again.

By Kadabra October 26, 2026 4 min read

Claims that using worker models like GPT-6 Astra reduces token costs are often backwards. Learn how orchestration adds overhead and increases your overall spend.

Cyber Security

Your web server is exposed. Malformed requests let anyone run code.

By Kadabra October 24, 2026 4 min read

Three critical, unpatched PHP memory flaws enable remote code execution on your server without authentication or a login. Discover how your WordPress, Drupal, or Joomla site could be compromised.

Inside AI in SEO

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From the archive

6 months ago

AI Ethics

Sam Altman says your laptop's RAM is wasted. He's right — but for the wrong reason.

While Altman points fingers at idle laptop memory, the AI industry he leads has been vacuuming up high-bandwidth RAM, causing global supply chain distortions and price hikes.

By Kadabra November 4, 2026 5 min read

Sam Altman says your laptop's RAM is wasted. He's right — but for the wrong reason.

Latest

Stop paying for cloud GPUs. Run 70B AI models on your desk.

Google built search to send you away. Now its AI keeps you there. Why?

Your LLM won't analyze that script. Here's what security pros are doing instead.

Your PR retainer is built on a lie. Here's how to win the news race.

Are you really saving money orchestrating AI models? Think again.

Your web server is exposed. Malformed requests let anyone run code.

Inside AI in SEO

Still pitching tired PR stories? Your company's data holds the real gold.

Still manually hunting for unlinked mentions? There's a smarter way.

WordPress broke his site. See how a Telegram AI agent fixed it.

Your next content campaign is already written. AI can find it in customer reviews.

From the archive

Sam Altman says your laptop's RAM is wasted. He's right — but for the wrong reason.