#embedded-ai

AI

DA David Such · Level Up Coding

Loop Engineering with Claude Code: Rebuilding Snake

Eight prompts, ten minutes of agent time, one failed prediction, and two bugs introduced by the human-in-the-loop.

Jul 10, 2026 · 14 min read · 50 claps paywalled #claude-code #loop-engineering #embedded-ai

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

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

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

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

AI SPR

DA David Such · CodeX

The Godfather of AI Claims a Multi-modal AI had a Subjective Experience

The Prism, the Pointing Arm, and What Hinton Got Right (and Wrong).

May 25, 2026 · 8 min read · 57 claps paywalled #embedded-ai #artificial-intelligence #consciousness

AI

DA David Such · Write A Catalyst

Creating an Index for a Technical Book using AI

How I used Claude to build a 5,000-entry index for a 600 page technology book without going crazy. The hard part of indexing is not…

May 24, 2026 · 11 min read · 174 claps paywalled #embedded-ai #indexing #automation

AI

AR Artur Koter

Why the Next iPhone Won’t Be an iPhone

Ive, Altman, and the quiet category shift Apple isn’t ready for.

May 18, 2026 · 6 min read · 2 claps #ai #embedded-ai #embedded-systems

AI

MO Mohamed Morsy

Why ‘Zero to Hero’ AI Courses Miss the Embedded Mark

The internet is awash with courses promising to turn you into an AI expert in 100 days. While these might equip you with Python and basic…

May 17, 2026 · 2 min read · 0 claps #embedded-ai #tinyml #quantization

DSN AI

FR Franklin Okere

Why Embedded AI Design Is Really About Platform Choice

Why Embedded AI Design Is Really About Platform Choice I made the case in the earlier piece, “What Embedded AI Design Really Means,” that…

May 17, 2026 · 5 min read · 55 claps #embedded-ai #tinyml #hardware

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

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

FU Future Electronics

Future Electronics Hosts Edge AI Technology Seminar Showcasing Next-Gen IC Solutions

Future Electronics recently hosted a one-day Edge AI Technology seminar in Long Island, bringing together leading semiconductor suppliers…

May 08, 2026 · 2 min read · 0 claps #future-electronics #edge-ai-seminar #embedded-ai

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

DSN AI HUM

MO MosChip®

Artificial Intelligence and Machine Learning Hardware Solutions: Edge AI Design

Deploying AI at the edge means rethinking compute, memory, and data movement together, rather than scaling down a cloud system. This shift…

Apr 27, 2026 · 6 min read · 0 claps #edge-ai #ai-hardware #embedded-ai

TCH

DA David Such · Embedded AI

Adding a 5-Pin MIDI output to the Raspberry Pi Pico Keyboard

Designing a custom capacitive touch keyboard with built-in MIDI Out Support.

Apr 25, 2026 · 10 min read · 2 claps paywalled #embedded-ai #pico #midi

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

AI TCH

DA David Such · Level Up Coding

Claude Code: Creating a C++ Linter for Embedded Development

A configurable C++ linter based on simplified JSF AV C++ Coding Standards (Lockheed Martin, 2005), adapted for embedded AI and edge…

Apr 02, 2026 · 10 min read · 146 claps paywalled #embedded-systems #embedded-ai #cplusplus

AI TCH SPT

DI Dixit Mudakavi

How I deployed a real-time object detection model on a Raspberry Pi

A step-by-step tutorial on getting YOLOv5 running on a Raspberry Pi 4 at 15+ FPS — including all the gotchas I wish someone had told me…

Apr 02, 2026 · 9 min read · 7 claps #raspberry-pi #ai #computer-vision

AI

DI Dixit Mudakavi

TFLite vs ONNX Runtime vs OpenVINO: which one should you pick?

A practical comparison of the three most popular edge AI inference frameworks — and how to choose the right one for your project

Apr 01, 2026 · 7 min read · 0 claps #edge-ai #embedded-ai #onnx-runtime

AI HUM TCH

DA David Such · Embedded AI

Learning to Claude Code

Up until now we have been using ChatGPT and Gemini to scratch our vibe-coding itch. But the future is agentic and a lot of folks swear by…

Feb 21, 2026 · 6 min read · 42 claps #vibe-coding #ai-agent #agentic-ai

FO Forlinx

OK3568 Platform Electric Bicycle Recognition Solution: From Model Training to Hardware Deployment

Training Your Own YOLOv5 Model

Feb 11, 2026 · 6 min read · 0 claps #yolov5 #embedded-ai #rk3568

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

AI

FR Franklin Okere

Where Should Intelligence Live? Designing AI for Constrained Systems

When discussing artificial intelligence, it is usually in contexts where computational resources are assumed to be in abundance. Cloud…

Dec 30, 2025 · 4 min read · 105 claps #embedded-ai #edge-intelligence #ai-for-constrained-system

AI HUM SPR

DA David Such · Embedded AI

The Death of the Oracle and the Birth of the Core

As engineers, we are obsessed with scale. For the last five years, the prevailing religion of artificial intelligence has been “bigger is…

Nov 29, 2025 · 4 min read · 105 claps paywalled #cognitive-cortex #artificial-intelligence #embedded-ai

AI SPR

DA David Such · Level Up Coding

Artificial Consciousness, Synthetic Suffering, and the Necessity of Affect

A practical guide to the engineering trade-off between building a controllable, functional tool and an efficient system with profound…

Nov 24, 2025 · 9 min read · 81 claps paywalled #artificial-intelligence #artificial-consciousness #embedded-ai

AI

DA David Such · Embedded AI

Sub-Cortical AI Model Design

Toward Motivated Machines: A Subcortical Framework for Adaptive, Goal-Driven AI.

Nov 16, 2025 · 5 min read · 50 claps paywalled #embedded-systems #embedded-ai #sub-cortical

AI

DA David Such · Embedded AI

What Happens When We Outsource Our Brains to AGI?

How frictionless convenience is leading us to Agency Decay and a Cognitive Conservatorship.

Nov 09, 2025 · 7 min read · 50 claps paywalled #embedded-ai #cognitive-offloading #agi

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

ART SOC

ER Eric Liu – Android SBC / TFT Display

ARM vs x86: Choosing the Right Architecture for Embedded AI

ARM vs x86: Choosing the Right Architecture for Embedded AI

Aug 15, 2025 · 3 min read · 0 claps #embedded-ai #industrial-sbc #arm-sbc

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

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

SOC AI

FO Forlinx

LLM + VLM Multimodal Visual Assistant Based on RK3576 SoM

In areas like smart power, intelligent transportation, and industrial inspection, embedded devices act as essential “perception terminals”…

Aug 02, 2025 · 5 min read · 0 claps #embedded-ai #rk3576 #visionassistant

AI

DA David Such · AI Advances

AI Generation of Chladni Patterns

Simulating Chladni figures without directly solving the complex partial differential equations that govern vibrating plates is necessary if…

Jun 30, 2025 · 18 min read · 292 claps paywalled #chladni #ai #cgan