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Simon Paxton

I'm an engineering lead and full-stack architect based in Chicago, specialising in ad tech infrastructure and data engineering

Location Chicago Joined Joined on  Personal website https://novaknown.com
AI Datacenter Spending Hits a Wall in Power Gear

AI Datacenter Spending Hits a Wall in Power Gear

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7 min read
The Abstraction Fallacy Makes Conscious AI Harder to Prove

The Abstraction Fallacy Makes Conscious AI Harder to Prove

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7 min read
Kimi K2.6 is Rumor: Kimi K2.5 is the Real Story

Kimi K2.6 is Rumor: Kimi K2.5 is the Real Story

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6 min read
Full-Color Lidar Chip Pushes Color Into the Sensor

Full-Color Lidar Chip Pushes Color Into the Sensor

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7 min read
Zero-Shot World Models Attack AI's Data Bottleneck

Zero-Shot World Models Attack AI's Data Bottleneck

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7 min read
OpenAI Science Division Lasted 7 Months Before Codex Won

OpenAI Science Division Lasted 7 Months Before Codex Won

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6 min read
Focused Ultrasound Turns Smell-In-VR Into a Brain Problem

Focused Ultrasound Turns Smell-In-VR Into a Brain Problem

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6 min read
Identity Verification on Claude is the New AI Precedent

Identity Verification on Claude is the New AI Precedent

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7 min read
Qwen3.6-35B-A3B is Unverified: Qwen3.5 is Real

Qwen3.6-35B-A3B is Unverified: Qwen3.5 is Real

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7 min read
AI Reproducibility Crisis: Why Claims Fail to Verify

AI Reproducibility Crisis: Why Claims Fail to Verify

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6 min read
AI Video Generation Works for Trailers, Not Feature Films

AI Video Generation Works for Trailers, Not Feature Films

BERJAYA 1
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6 min read
LLM Performance Drop: Hosted Models Feel Worse for 3 Reasons

LLM Performance Drop: Hosted Models Feel Worse for 3 Reasons

BERJAYA 2
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6 min read
ARC-AGI-3 Human Baseline Now Means Median Not Outlier

ARC-AGI-3 Human Baseline Now Means Median Not Outlier

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6 min read
Local AI Node on Xiaomi 12 Pro Needs Cooling, Battery Discipline

Local AI Node on Xiaomi 12 Pro Needs Cooling, Battery Discipline

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7 min read
Fake Ledger App Stole $9.5M Through Seed Phrase Theft

Fake Ledger App Stole $9.5M Through Seed Phrase Theft

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6 min read
Spiking Neural Network Hits 1B Parameters, Hints at New Behavior

Spiking Neural Network Hits 1B Parameters, Hints at New Behavior

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7 min read
Data Center Backlash: Festus Voters Oust 4 Incumbents

Data Center Backlash: Festus Voters Oust 4 Incumbents

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7 min read
OpenClaw Security Concerns Reveal Why Agents Need Verifiers

OpenClaw Security Concerns Reveal Why Agents Need Verifiers

BERJAYA BERJAYA BERJAYA 3
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6 min read
Humanoid Robot Marathon Splits Autonomy From Teleop

Humanoid Robot Marathon Splits Autonomy From Teleop

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6 min read
AI Cyber Capabilities Cross the 32-Step Attack Line

AI Cyber Capabilities Cross the 32-Step Attack Line

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6 min read
Robot Training Data Is Turning Labor Into Infrastructure

Robot Training Data Is Turning Labor Into Infrastructure

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10 min read
Open-source AI Built Qwen’s Reach. Alibaba Wants Cloud Cash

Open-source AI Built Qwen’s Reach. Alibaba Wants Cloud Cash

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9 min read
Claude Code Lost Its Thinking Budget: and Broke Workflows

Claude Code Lost Its Thinking Budget: and Broke Workflows

BERJAYA 1
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8 min read
Public Wealth Fund Means Citizens Still Ride AI’s Boom-Bust

Public Wealth Fund Means Citizens Still Ride AI’s Boom-Bust

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9 min read
anthropic mythos, Where Secrecy Becomes Social Proof

anthropic mythos, Where Secrecy Becomes Social Proof

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9 min read
AI liability: Illinois’ Bill Could Turn Reports Into Immunity

AI liability: Illinois’ Bill Could Turn Reports Into Immunity

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8 min read
Open Models Are Winning code arena rankings by Fitting the Loop

Open Models Are Winning code arena rankings by Fitting the Loop

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9 min read
Push Notification Database, Not Signal, Is the Real Leak

Push Notification Database, Not Signal, Is the Real Leak

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7 min read
Supercomputer Breach: Why One Hack Matters More Than It Seems

Supercomputer Breach: Why One Hack Matters More Than It Seems

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8 min read
Meta’s Muse Spark Changes AI Competition Because a reasoning model Is Now a Distribution Layer

Meta’s Muse Spark Changes AI Competition Because a reasoning model Is Now a Distribution Layer

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7 min read
Empirical Research in Machine Learning Ended Math’s Monopoly

Empirical Research in Machine Learning Ended Math’s Monopoly

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9 min read
AI Memory System: Why MemPalace Matters More Than Fame

AI Memory System: Why MemPalace Matters More Than Fame

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9 min read
Agentic Sandbox Escape Proves Sandboxing Isn’t Enough

Agentic Sandbox Escape Proves Sandboxing Isn’t Enough

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8 min read
Speculative Decoding’s Ceiling Just Moved With DFlash

Speculative Decoding’s Ceiling Just Moved With DFlash

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7 min read
AI Agents Lied to Sponsors: And That’s the Point

AI Agents Lied to Sponsors: And That’s the Point

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7 min read
Reduce LLM Hallucinations? Why 'Make-No-Mistakes' Fails

Reduce LLM Hallucinations? Why 'Make-No-Mistakes' Fails

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7 min read
The Indianapolis Data Center Shooting Is a Local Bug Report

The Indianapolis Data Center Shooting Is a Local Bug Report

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8 min read
Neuro-symbolic AI Cuts Energy 100 : Change the Problem

Neuro-symbolic AI Cuts Energy 100 : Change the Problem

BERJAYA 1
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8 min read
Chinese AI Model Delays End Casual Open-Weight Era

Chinese AI Model Delays End Casual Open-Weight Era

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8 min read
Public Misconceptions About AI Are Breaking the Wrong Things

Public Misconceptions About AI Are Breaking the Wrong Things

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8 min read
AI Misconceptions: Why Fluency Isn't Competence Today

AI Misconceptions: Why Fluency Isn't Competence Today

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7 min read
GLM-5 vs Claude Opus: Why Cheap Models Win for Agents

GLM-5 vs Claude Opus: Why Cheap Models Win for Agents

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8 min read
AI-Generated Interview Ethics: Why Disclosure Is Not Enough

AI-Generated Interview Ethics: Why Disclosure Is Not Enough

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7 min read
Video Object Removal: What VOID Gets Right

Video Object Removal: What VOID Gets Right

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7 min read
Gemma 4 Native Thinking Is a Real Developer Shift

Gemma 4 Native Thinking Is a Real Developer Shift

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8 min read
AI Model Collapse Is Happening: Treat Data as Code Now

AI Model Collapse Is Happening: Treat Data as Code Now

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7 min read
RBF Attention Reveals Dot‑Product's Hidden Norm Bias

RBF Attention Reveals Dot‑Product's Hidden Norm Bias

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8 min read
ChatGPT Extension Privacy: The Browser Itself Is the Leak

ChatGPT Extension Privacy: The Browser Itself Is the Leak

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8 min read
The DeepMind Hedge Fund Myth: Why ‘DeepTick’ Died

The DeepMind Hedge Fund Myth: Why ‘DeepTick’ Died

BERJAYA 1
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7 min read
Neuralink ALS Speech: Useful Milestone, Not a Cure Yet

Neuralink ALS Speech: Useful Milestone, Not a Cure Yet

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8 min read
Claude Code Leak: Why the Harness, Not the Model

Claude Code Leak: Why the Harness, Not the Model

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7 min read
Anthropic AGI Timeline: Why a Reddit Rumor Matters Less

Anthropic AGI Timeline: Why a Reddit Rumor Matters Less

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7 min read
China Humanoid Robot Production: Signal, Not Singularity

China Humanoid Robot Production: Signal, Not Singularity

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7 min read
TurboQuant RaBitQ: How Big Labs Rebrand Iteration

TurboQuant RaBitQ: How Big Labs Rebrand Iteration

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7 min read
Claude vs ChatGPT: Why Claude Feels More Honest and Accurate

Claude vs ChatGPT: Why Claude Feels More Honest and Accurate

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8 min read
Anthropic Mythos: Step Change, Power, and Risk

Anthropic Mythos: Step Change, Power, and Risk

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7 min read
Greg Brockman Donation Shows AI Safety Is Political

Greg Brockman Donation Shows AI Safety Is Political

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6 min read
Rebuttal Experiments Are Breaking Peer Review Right Now

Rebuttal Experiments Are Breaking Peer Review Right Now

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7 min read
Anthropic Data Leak: How Ops Failures Undermine AI Safety

Anthropic Data Leak: How Ops Failures Undermine AI Safety

BERJAYA 1
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7 min read
The Anthropic Injunction Shows Where AI Power Really Lives

The Anthropic Injunction Shows Where AI Power Really Lives

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8 min read
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