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Founder and principal of MandoMedia, after 15+ years across engineering, management consulting, product, and marketing teams. He scopes the work, runs it inside client teams on the firm’s AI operating system, and writes here about what he learns.

Articles by Humberto
30 pieces
001 —
AI & Technology

When the Agent Couldn't Find the Number, It Made One Up

09 / 21 / ’26
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002 —
AI & Technology

Ten percent, and the roadmap you still have to ship

09 / 13 / ’26
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003 —
AI & Technology

Fable 5.1 vs GPT-6 Astra: Compare the Terms, Not the Tables

09 / 08 / ’26
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004 —
AI & Technology

Claude Fable's Three-Day Ban Is a Sovereignty Story

06 / 21 / ’26
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005 —
AI & Technology

AI Weekly Updates (Jun 14 – Jun 20, 2026)

06 / 21 / ’26
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006 —
AI & Technology

Claude Fable 5: The Frontier Model Is Now a Permission System

06 / 09 / ’26
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007 —
AI & Technology

AI Weekly Updates (Jun 1 – Jun 7, 2026)

06 / 09 / ’26
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008 —
AI & Technology

Tech's 2026 Layoffs Aren't a Recession — They're an AI Stack Swap

05 / 12 / ’26
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009 —
AI & Technology

AI Weekly Updates (May 4 – May 10, 2026)

05 / 11 / ’26
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010 —
AI & Technology

GPT-5.5 vs Mythos — OpenAI Just Called Anthropic's Bet on Calibrated Capability

04 / 25 / ’26
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011 —
AI & Technology

Anthropic's Quiet 70% — The AI Race Stopped Being About Benchmarks

04 / 25 / ’26
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012 —
AI & Technology

AI Weekly Updates (Apr 15 – Apr 21, 2026)

04 / 22 / ’26
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013 —
AI & Technology

Claude Design Changes Who Gets to Design — and What Designers Do Next

04 / 20 / ’26
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014 —
AI & Technology

Anthropic Shipped Claude Opus 4.7. The Model It Didn't Ship Matters More.

04 / 19 / ’26
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015 —
AI & Technology

Apple + Gemini: How Siri's AI Upgrade Could Reshape the AI Race

01 / 18 / ’26
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016 —
AI & Technology

AI Weekly Updates (Oct 20 – Oct 26, 2025)

10 / 27 / ’25
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017 —
AI & Technology

Claude Sonnet 4.5 Just Dropped: What It Means for AI and Why You Should Care

09 / 30 / ’25
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018 —
AI & Technology

AI Weekly Updates (Sep 23 – Sep 29, 2025)

09 / 29 / ’25
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019 —
AI & Technology

The $1.5 Billion Reckoning: How Anthropic's Settlement Rewrites the Rules for AI Training

09 / 26 / ’25
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020 —
AI & Technology

Open Source LLMs Are Having a Moment (And Big Tech Should Be Worried)

09 / 24 / ’25
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021 —
AI & Technology

AI Weekly Updates (Sep 16 – Sep 22, 2025)

09 / 23 / ’25
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022 —
AI & Technology

AI Weekly Updates (Sep 9 – Sep 15, 2025)

09 / 16 / ’25
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023 —
AI & Technology

AI Weekly Updates (Sept 1 – Sept 7, 2025)

09 / 08 / ’25
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024 —
Marketing Technology

Firecrawl.dev Levels Up: Why Scraping Just Got Way More Fun

09 / 05 / ’25
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025 —
AI & Technology

AI Weekly Updates (Aug 25 – Aug 31, 2025)

08 / 31 / ’25
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026 —
SEO Strategy

ChatGPT-5 and the New SEO Playbook: What Changes—and What Doesn't

08 / 17 / ’25
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027 —
SEO Strategy

The Future of Search: How LLMs Are Challenging Google's Dominance

07 / 21 / ’25
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028 —
SEO Strategy

The Evolution of SEO in the Age of AI: How Google Search is Being Rewritten

05 / 15 / ’25
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029 —
Performance Marketing

Maximizing ROI in SEO: A Strategic Blueprint for Sustainable Organic Growth

04 / 10 / ’25
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030 —
SEO Strategy

The Rise of Reddit, Quora, and User-Generated SEO in 2025

03 / 05 / ’25
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