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by David Such
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- 5 days ago15 min
A chip that controls a balancing propeller on seven microwatts
Send us Fan Mail Every battery-powered device you own has a quiet energy hog in it that nobody talks about. It is not the processor, it is not the radio, and it is not the screen. It is the analog-to-digital converter, the small piece of circuitry that translates the messy real world into the clean ones and zeros a computer can think about. For thirty years it has been the line item that decides how long your hearing aid, your pacemaker, or your soil sensor lasts on a battery. In March 2026, ...
- 1 weeks ago22 min
Why 95% of AI Deployments Fail
Send us Fan Mail MIT's August 2025 study of 300 enterprise generative AI deployments found that 95% produced no measurable P&L impact. Gartner forecasts that more than 40% of agentic AI projects will be cancelled by 2027. McKinsey's State of AI 2025 identifies workflow redesign as the single strongest correlate with EBIT impact, yet only 21% of organisations have redesigned any workflows. The data converges on a structural conclusion: enterprise AI is failing because the operational subst...
- 3 weeks ago23 min
Why Humans and Robots must Dream
Send us Fan Mail Put a blindfold on a sighted adult and the visual cortex starts being colonised by touch and hearing within forty-five minutes. Not weeks. Not days. Forty-five minutes. This is not a quirk of extreme cases. It is how the cortex works all the time. Every region of the brain is in continuous low-grade negotiation with its neighbours over territory, and the currency of that negotiation is activity. Stop using a subsystem and the neighbours move in, fast. This is the empirical fo...
- Apr 19, 202619 min
Sovereign AI and the End of the Borderless Cloud
Send us Fan Mail The borderless cloud era is ending. In the second week of January 2026, four government decisions announced in rapid succession made that shift undeniable: the UK activated its £500 million Sovereign AI Unit, France committed €109 billion, the UAE consolidated a $40 billion data centre portfolio, and the Trump administration revised chip export rules to China. In this episode, we examine why AI infrastructure is now being treated as a strategic national utility on par with en...
- Apr 13, 202625 min
The Agentic AI Reckoning: Autonomy, Safety, and the Edge
Send us Fan Mail In Q1 2026 the agentic AI conversation moved from theory to forensics. A crafted PDF triggered physical pump activation through a Claude MCP integration at an industrial facility, after an engineer used the same agent for routine document summarisation and SCADA writes. The hidden instructions used white-on-white text and base64 encoding, the agent treated the document content as instructions, and the legitimate credentials carried the action straight through to operational t...
- Apr 6, 202624 min
The High Interest of Leveraged AI Technical Debt
Send us Fan Mail Developers feel 20% faster. They are measurably 19% slower. That 39-point gap between perception and reality is not a rounding error. It is the opening symptom of a productivity paradox now visible across every serious dataset on AI-assisted software development. This episode examines the mounting evidence that AI coding assistants are not accelerating delivery. They are mortgaging it. Review time has climbed 91%. Refactoring has collapsed by 60%. Code cloning has risen eight...
- Apr 4, 202620 min
Pi and the Mirage of Patternicity
Send us Fan Mail In April 2025, a claim began circulating online: pi is gradually increasing around the 7,237th decimal place. A math enthusiast in Cincinnati named April Simons had apparently flagged the anomaly. Prof F.O. Olsday, head of the Number Theory Group at Princeton, was quoted confirming it. Cosmologists were linking it to the accelerating expansion of the universe. The same algorithm, the same hardware, different results. A 4 becoming a 5. Persistent. Inexplicable. Except that "F....
- Mar 28, 202620 min
The Missing Clock: Why Intelligence Needs Time
Send us Fan Mail Every living organism on Earth keeps time. Not metaphorically. Not approximately. From single-celled cyanobacteria running a three-protein molecular oscillator to the nested circadian hierarchies governing mammalian physiology, intrinsic timekeeping is not a feature of complex life. It is a prerequisite for life itself. Modern AI has no such clock. Transformers encode position, not time. Recurrent networks carry state but generate no rhythm. Reinforcement learning agents step...
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About Embedded AI - Intelligence at the Deep Edge
“Intelligence at the Deep Edge” is a podcast exploring the fascinating intersection of embedded systems and artificial intelligence. Dive into the world of cutting-edge technology as we discuss how AI is revolutionizing edge devices, enabling smarter sensors, efficient machine learning models, and real-time decision-making at the edge.Discover more on Embedded AI (https://medium.com/embedded-ai) — our companion publication where we detail the ideas, projects, and breakthroughs featured on the podcast.Help support the podcast - https://www.buzzsprout.com/2429696/support
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