Zero-Shot Thoughts

The AGI Safety Playbook Is Broken

Why government control, aligned superintelligence, and defensive diffusion all fail to address the agency problem
By Omid Sardari
Posted on January 29, 2026

The AGI Safety Playbook Is Broken [Read More]
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Scaling, Scarcity, and the Physical Reality of AI Progress

Why 'diminishing returns' is a pricing signal, not a doom forecast
By Omid Sardari
Posted on December 31, 2025

Scaling, Scarcity, and the Physical Reality of AI Progress [Read More]
Tags:
- ai
- scaling
- hardware
- economics
- machine-learning
- infrastructure
The Uniqueness Economy (Part 3)

A Framework for Defending Human Agency
By Omid Sardari
Posted on December 22, 2025

The Uniqueness Economy (Part 3): A Framework for Defending Human Agency By Omid Sardari Senior ML Engineer, Founder of Memory Bridge, and AI Safety Researcher. [Read More]
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The Uniqueness Economy (Part 2)

From Persuasion to Choice Architecture
By Omid Sardari
Posted on December 22, 2025

The Uniqueness Economy (Part 2): From Persuasion to Choice Architecture By Omid Sardari Senior ML Engineer, Founder of Memory Bridge, and AI Safety Researcher. [Read More]
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The Gym as a Lab Bench: Iterating on Habits with LLMs

A small, repeatable workout experiment — and the AI toolchain around it: critique loops, a memory layer, and a visual interface for routine.
By Omid Sardari
Posted on December 13, 2025

The Gym as a Lab Bench: Iterating on Habits with LLMs [Read More]
Tags:
- ai
- workflow
- llm
- memory-layer
- training
- personal-systems
The Uniqueness Economy (Part 1)

How AI Models Your Identity & Architectures Your Choices
By Omid Sardari
Posted on December 3, 2025

The Uniqueness Economy (Part 1): How AI Models Your Identity & Architectures Your Choices [Read More]
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The Personal Data Manifesto

How AI Systems Are Learning to Architect Your Choices, Mine Your Uniqueness, and Why We Have One Chance to Stop Digital Feudalism
By Omid Sardari
Posted on September 28, 2025

The Personal Data Manifesto By Omid Sardari Senior ML Engineer, Founder of Memory Bridge, and AI Safety Researcher. [Read More]
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VIbe Coding Tips: Writing Code That Flows

Practical tips for writing clean, maintainable, and enjoyable code
By Omid Sardari
Posted on June 6, 2025

Vibe Coding Tips and Tricks By Omid Sardari Senior ML Engineer, Founder of Memory Bridge, and AI Safety Researcher. [Read More]
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The AGI Safety Playbook Is Broken

Why government control, aligned superintelligence, and defensive diffusion all fail to address the agency problem

Scaling, Scarcity, and the Physical Reality of AI Progress

Why 'diminishing returns' is a pricing signal, not a doom forecast

The Uniqueness Economy (Part 3)

A Framework for Defending Human Agency

The Uniqueness Economy (Part 2)

From Persuasion to Choice Architecture

The Gym as a Lab Bench: Iterating on Habits with LLMs

A small, repeatable workout experiment — and the AI toolchain around it: critique loops, a memory layer, and a visual interface for routine.

The Uniqueness Economy (Part 1)

How AI Models Your Identity & Architectures Your Choices

The Personal Data Manifesto

How AI Systems Are Learning to Architect Your Choices, Mine Your Uniqueness, and Why We Have One Chance to Stop Digital Feudalism

VIbe Coding Tips: Writing Code That Flows

Practical tips for writing clean, maintainable, and enjoyable code