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Articles · Rebeauty Atlas

AI LIF SOC

DA David Such · Embedded AI

When Fable 5 Broke, Anthropic Did Not Change the Constitution

Fable 5 is back baby! On June 12, three days after launch, the US government applied export controls to Claude’s Fable 5. Amazon…

Jul 02, 2026 · 9 min read · 1 claps paywalled #anthropic-claude #embedded-ai #primal-layers

When Fable 5 Broke, Anthropic Did Not Change the Constitution

LIF HUM SPT

DA David Such · Embedded AI

Your Brain Does Not Sleep. It Runs Maintenance

The evidence suggests that sleep is the brain running scheduled maintenance, with different subsystems serviced in different stages.

Jun 28, 2026 · 8 min read · 52 claps paywalled #embedded-ai #primal-layers #neuromorphic-computing

Your Brain Does Not Sleep. It Runs Maintenance

AI SOC

DA David Such · AI Advances

Who Is Accountable When the Robot Decides?

The machine can now make decisions, and the law has not caught up.

Jun 22, 2026 · 8 min read · 101 claps paywalled #primal-layers #embedded-ai #robotics

Who Is Accountable When the Robot Decides?

AI LIF

DA David Such · Embedded AI

Why PrimalBot Needs to Sleep

Memory Consolidation and the Wake-Sleep Cycle

Jun 03, 2026 · 14 min read · 4 claps paywalled #embedded-ai #neuromorphic-computing #primal-layers

AI

DA David Such · Embedded AI

A Chip That Thinks using 7 μW

Most AI research is about making the cortex bigger. This one is about making the spinal cord cheaper.

May 30, 2026 · 5 min read · 2 claps paywalled #embedded-ai #primal-layers #neuromorphic-computing

TCH LIF ECO

DA David Such · Embedded AI

Your Brain Has a Real Estate Problem, and Dreams Might Be the Solution

What a strange theory about REM sleep tells us about building AI that doesn’t quietly fall apart

May 16, 2026 · 10 min read · 153 claps paywalled #primal-layers #embedded-ai #edge-ml

Your Brain Has a Real Estate Problem, and Dreams Might Be the Solution

AI

DA David Such · Level Up Coding

Spot the Robot Can Reason, but it can’t hold a can of soda

Spot can now read a gauge and reason about a spill. It still cannot work out which way up to hold a can. That gap is not a data problem, it…

May 11, 2026 · 6 min read · 158 claps paywalled #embedded-ai #primal-layers #robotics

Spot the Robot Can Reason, but it can’t hold a can of soda

AI HUM

DA David Such · Embedded AI

Why ARC’s $2M Bet Against Priors Is the Wrong Bet for Embedded AI

ARC says intelligence emerges from learning when priors are minimised. Vertebrates disagree and have spent 500 million years proving the…

May 04, 2026 · 7 min read · 3 claps paywalled #embedded-ai #primal-layers #ai

Why ARC’s $2M Bet Against Priors Is the Wrong Bet for Embedded AI

AI TCH SOC SPR

DA David Such · Towards AI

Why Asimov’s Three Laws Shouldn’t Be the Blueprint for AI Principles

Every Asimov story is about the 3 Laws of Robotics failing. We should probably take the hint.

Apr 23, 2026 · 9 min read · 36 claps paywalled #embedded-ai #artificial-consciousness #the-3-laws

Why Asimov’s Three Laws Shouldn’t Be the Blueprint for AI Principles

DSN

DA David Such · Embedded AI

Hardwired Instincts: Designing PrimalBot’s Reflex Shield

The design process of a board that includes hardware pulse width modulation, and real-time reflexes

Feb 11, 2026 · 13 min read · 41 claps paywalled #embedded-ai #primitive-reflexes #primal-layers

Hardwired Instincts: Designing PrimalBot’s Reflex Shield

DA David Such · Towards AI

Engineering “Instinct” in AI

Across species, evolution “pre-installs” compact neural programs that deliver immediate, reliable behaviors (standing, pecking…

Oct 31, 2025 · 11 min read · 87 claps paywalled #embedded-systems #neuromorphic-computing #embedded-ai

AI ART BIO

DA David Such · Data Science Collective

Emergent Intelligence and the Primal Layers Framework

A biologically inspired architecture for creating emergent intelligence built on primitive brain structures.

Aug 14, 2025 · 9 min read · 105 claps paywalled #embedded-ai #brain-models #primal-layers

Emergent Intelligence and the Primal Layers Framework

AI TCH

DA David Such · Embedded AI

The PrimalBot Mobility Platform

Bringing Embodied Intelligence to Life with a Bio-Inspired Robot Framework

Aug 09, 2025 · 8 min read · 40 claps paywalled #primal-layers #embedded-ai #arduino

AI TCH LIF

DA David Such · AI Advances

Primal Layers — Building a Digital Brainstem

The inspiration for this article is Mike the Headless Chicken. The story of Mike is one of the more bizarre episodes in history, an…

Jul 24, 2025 · 14 min read · 156 claps paywalled #primal-layers #ai #arduino