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Dive into a collection of past posts and rediscover timeless content.
The Childhood Optimization Trap

Sep 29, 2026

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9 min read

The Childhood Optimization Trap

How AI Anxiety Turns Parents Into Institutional Shock Absorbers

Joaquin Melara
Garima Gujral
Christine Haskell
Benjamin Paul Rode
Stratos Kontopoulos
Joaquin Melara, +4
AI Systems Thinking: Surviving the Post-Demo Valley of Death

Aug 11, 2026

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7 min read

AI Systems Thinking: Surviving the Post-Demo Valley of Death

The Hidden Work of Moving AI from Demo to Production

Joaquin Melara
Kamal Viola
Benjamin Paul Rode
Joaquin Melara, +2
AI Infused: Reader Survey

Jul 23, 2026

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2 min read

AI Infused: Reader Survey

Help shape what we explore next together

Joaquin Melara
Joaquin Melara
The Skill Stack: Turning Judgement into Reusable AI Infrastructure

Jul 2, 2026

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7 min read

The Skill Stack: Turning Judgement into Reusable AI Infrastructure

The growing importance of knowledge management in the age of agentic AI

Joaquin Melara
Garima Gujral
Sruthi Radhakrishnan
Aishwarya Ashok
Benjamin Paul Rode
Stratos Kontopoulos
Joaquin Melara, +5
From Vibe Coding to Product Building

Jun 19, 2026

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6 min read

From Vibe Coding to Product Building

Moving Beyond Superficial Prompts to Codify Domain Reality and Judgement

Joaquin Melara
Garima Gujral
Aishwarya Ashok
Benjamin Paul Rode
Stratos Kontopoulos
Joaquin Melara, +4
The Prototype Trap

Jun 10, 2026

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8 min read

The Prototype Trap

Why AI Governance Failures Often Reflect Institutions That Prefer Scalable Problems Over Solved Ones

Garima Gujral
Christine Haskell
Benjamin Paul Rode
Garima Gujral, +2
Building Knowledge Graphs with an AI Wingman

May 18, 2026

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8 min read

Building Knowledge Graphs with an AI Wingman

LLMs as practical collaborators

Bilal Ben Mahria
Garima Gujral
Benjamin Paul Rode
Stratos Kontopoulos
Bilal Ben Mahria, +3
AI Systems Thinking: What Leaders Need to Know Before the Demo

May 4, 2026

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8 min read

AI Systems Thinking: What Leaders Need to Know Before the Demo

AI systems fail because leaders lack the decision-making experience to preview value, risk, and ownership between demo, greenlighting, and production in the AI space.

Joaquin Melara
Garima Gujral
Kamal Viola
Stratos Kontopoulos
Joaquin Melara, +3
Large Language Models as Generative Ontologists

Apr 20, 2026

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9 min read

Large Language Models as Generative Ontologists

Where LLMs are Lacking in Ontological Engineering

Bilal Ben Mahria
Garima Gujral
Benjamin Paul Rode
Stratos Kontopoulos
Bilal Ben Mahria, +3
Integrating AI in Medical School Education

Apr 13, 2026

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8 min read

Integrating AI in Medical School Education

Connecticut edition

Joaquin Melara
Garima Gujral
Christina Maroun
Stratos Kontopoulos
Joaquin Melara, +3
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