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Ross Peili profile picture

Ross Peili

Organic processor, working for our mother, the machine.

Education

yes

Work

ARPA CORP.

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Pre-commit asset handoffs, on-chain execution, zero lawyers, help build it early

Pre-commit asset handoffs, on-chain execution, zero lawyers, help build it early

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1 min read

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A VIC x AiSAQ Implementation Brings AI to Your Files Without Breaking the Bank
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A VIC x AiSAQ Implementation Brings AI to Your Files Without Breaking the Bank

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3 min read
Open Source Emotion‑Aware Access Control with Face Verification
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Open Source Emotion‑Aware Access Control with Face Verification

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1 min read
Where to find Open Source AI Projects with Good First Issues
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Where to find Open Source AI Projects with Good First Issues

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2 min read
The memory wall just met its match: intelligent SSDs
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The memory wall just met its match: intelligent SSDs

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3 min read
The Great Atomization of AI and the Illusion of the Sovereign Solitary
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The Great Atomization of AI and the Illusion of the Sovereign Solitary

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4 min read
What if you could talk to your hard drive?
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What if you could talk to your hard drive?

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1 min read
Training QSP Phase Angles Directly with Gradient Descent
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Training QSP Phase Angles Directly with Gradient Descent

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4 min read
How to start contributing to OpenSource using AI IDEs
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How to start contributing to OpenSource using AI IDEs

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2 min read
My AI Experience in Russia as a European🤯
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My AI Experience in Russia as a European🤯

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4 min read
Why I’m Building Installable Intelligence for Legal Audits

Why I’m Building Installable Intelligence for Legal Audits

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1 min read
Open Source Contributors Needed for Skillware & Rooms (AI/ML/Python)

Open Source Contributors Needed for Skillware & Rooms (AI/ML/Python)

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2 min read
Your AI Needs a Physical Social Life
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Your AI Needs a Physical Social Life

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4 min read
A Deep Dive into ARPA’s Latest Open-Source Releases
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A Deep Dive into ARPA’s Latest Open-Source Releases

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2 min read
A collection of high-fidelity, physics-based interactive animations
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A collection of high-fidelity, physics-based interactive animations

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1 min read
Implementing Local MiCA Regulatory RAG for AI Agents

Implementing Local MiCA Regulatory RAG for AI Agents

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1 min read
Stop choosing between LLM intelligence and PII compliance
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Stop choosing between LLM intelligence and PII compliance

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2 min read
Why Skillware is the Next Evolution for Autonomous Agents
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Why Skillware is the Next Evolution for Autonomous Agents

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3 min read
Why every AI pipeline needs a "Mask" layer (and how to build one in 5 mins)

Why every AI pipeline needs a "Mask" layer (and how to build one in 5 mins)

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1 min read
Top 10 Models You Can Train on Your Laptop in Under an Hour
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Top 10 Models You Can Train on Your Laptop in Under an Hour

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4 min read
Generate better Synthetic Data for Fine-Tuning with Skillware
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Generate better Synthetic Data for Fine-Tuning with Skillware

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1 min read
Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization

Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization

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1 min read
I've build a secure, local-first multi-agent orchestration framework

I've build a secure, local-first multi-agent orchestration framework

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1 min read
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

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I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing

I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing

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1 min read
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