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Can AI Reason From Marker Genes? Building a Single-Cell Benchmark From PBMC3k

Most single-cell RNA-seq examples end with this pattern: load data preprocess cluster cells generate UMAP rank marker genes assign cell labels That wo…

aidatasciencepythonscience
Dev.to Jun 15, 2026, 13:35 UTC
EN

Your UMAP Looks Great. But Can You Prove the Annotation Is Correct?

How I built a production scanpy pipeline that does not just annotate single-cell data -- it measures how accurately it did so, where it fails, and why…

datasciencemachinelearningpythonscience
Dev.to Jun 15, 2026, 10:23 UTC
EN

The Evolution of Circuit Compression

Miniaturization replaced the tube with the transistor. The currency of compromise changed from watts of heater power to milliwatts of leakage and diss…

computersciencedesignsciencesystemdesign
Dev.to Jun 14, 2026, 14:37 UTC
EN

Truthful AI Under Pressure: What Kradle.AI Might Reveal About Fable 5

Do you know what many neurodivergent people have deeply rooted in them? A relationship with truth and justice. In psychology, this phenomenon is often…

aidiscussmentalhealthscience
Dev.to Jun 13, 2026, 15:18 UTC
EN

Do You React Faster to Sound or Sight? Test Both in Your Browser

Every article that answers this question just quotes a study and moves on. The interesting part is that you can reproduce the finding yourself in abou…

webdevgamingsciencetutorial
Dev.to Jun 11, 2026, 16:33 UTC
EN

Low Pass Filter Design: Setting the Cut-off with Two Components

Plug an oscilloscope probe into almost any real circuit and the trace will be fuzzy. Riding on top of the signal you actually want is a haze of higher…

engineeringsciencelowcontrols
Dev.to Jun 7, 2026, 00:17 UTC
EN

The Bolted Flange Joint: Why the Bolts Carry Far More Than the Pressure

A flanged pipe joint looks simple: two raised faces, a gasket between them, a ring of bolts pulling them together. Yet the gasketed bolted flange is o…

engineeringscienceboltedmechanical
Dev.to Jun 1, 2026, 00:17 UTC
EN

## The Expertise Paradox: Seeing Differently, Not Just Knowing More

The Expertise Paradox: Seeing Differently, Not Just Knowing More Research across domains reveals a consistent pattern: experienced practitioners recog…

designlearningproductivityscience
Dev.to Jun 1, 2026, 00:01 UTC
EN

Abortion Rights Matter

Aidan Jones Abortion 29 May 2026 Abortion Rights Matter Nevaeh Crain should have lived to see her 21st birthday. Tragically, on October 29, 2023, she …

sciencementalhealthmattermostfreedom
Dev.to May 31, 2026, 01:15 UTC
EN

Stress Concentration Factor: Why a Small Hole Can Triple Local Stress

A crack in an aircraft window, a fracture starting at a bolt hole, a shaft that snaps at the shoulder where the diameter steps down. These failures sh…

engineeringsciencemechanicalstructural
Dev.to May 31, 2026, 00:17 UTC
EN

Future of AI Hardware

Over the few days I studied computer architecture and it really changed my view of Artificial Intelligence. I started with RISC-V International. Learn…

aiperformancesciencesystems
Dev.to May 27, 2026, 07:38 UTC
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How AI and Electronics Are Changing Healthcare Devices: The Future of Smart Healthcare Author: Shivam Wakade | Founder, PrivSR

Introduction Healthcare has always relied on one important factor: timely and accurate information. Doctors, nurses, and healthcare professionals make…

aiiotmachinelearningscience
Dev.to May 25, 2026, 19:16 UTC
EN

Bearing Life (L10): What the Catalog Number Really Tells You

Open any rolling-bearing catalog and you will find, next to each part, a number called the dynamic load rating, C. It is tempting to read it as "the l…

engineeringsciencemechanical
Dev.to May 25, 2026, 00:17 UTC
EN

PID Tuning That Actually Converges: Ziegler-Nichols and the Root Locus View

The PID controller is the workhorse of industrial control. It runs temperature loops, motor drives, flow valves, and flight surfaces. The algorithm it…

engineeringsciencecontrolcontrols
Dev.to May 24, 2026, 00:17 UTC
EN

Differential Pair Impedance: Why USB and HDMI Routing Is a Geometry Problem

Every fast interface on a modern board — USB, HDMI, PCIe, Ethernet, SATA — sends its data as a differential pair: two traces carrying equal and opposi…

engineeringsciencedifferentialem
Dev.to May 23, 2026, 00:17 UTC
EN

Reading a Psychrometric Chart Without Getting Lost

The psychrometric chart is one of the most information-dense diagrams in engineering. To a newcomer it looks like a tangle of curved and slanted lines…

engineeringsciencepsychrometricthermal
Dev.to May 22, 2026, 12:17 UTC
EN

I forked MathLive to make basic chemistry formulas less awkward

I recently published a small MathLive fork: GitHub: https://github.com/LatoAndroid/mathlive-chemistry npm: https://www.npmjs.com/package/mathlive-chem…

javascriptopensourcescienceshowdev
Dev.to May 22, 2026, 02:12 UTC
EN

Hertz Contact Stress: How to Predict Pressure Where Two Surfaces Meet

When a hardened steel ball rests on a flat plate, the entire load passes through a contact patch smaller than a pinhead. Intuitively you might expect …

engineeringsciencemechanicalstructural
Dev.to May 22, 2026, 00:17 UTC
EN

Google Wants AI to Run the Scientific Method

Google launched Gemini for Science yesterday at I/O 2026, and it is the most interesting thing to come out of the keynote. Not the smart glasses, not …

googlescienceagenticaigoogleio
Dev.to May 20, 2026, 08:39 UTC
EN

Two AI-based science assistants succeed with drug-retargeting tasks

Both tools generate hypotheses; one goes on to analyze some of the data.

AIScienceComputer scienceFutureHousegooglehypothesishypothesis testinglarge language modelsscience
Ars Technica May 19, 2026, 18:55 UTC
EN

Fiber Optic Camera – Bringing Vision to Impossible Places

Conventional machine vision places the camera at the inspection point. The lens points at the target, and the sensor sits right behind it. This works …

automationiotsciencesystemdesign
Dev.to May 19, 2026, 03:15 UTC
EN

Understanding Importance Derivation

Hello, I'm Ganesh. I'm building git-lrc , an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on GitHub. Star g…

ailearningscienceshowdev
Dev.to May 16, 2026, 19:21 UTC
EN

The Science of Zen: Why Ambient Radio is the Ultimate Tool for Stress Relief

Modern life is loud. Notifications, emails, sirens, and the constant hum of a digital world keep our nervous systems on high alert. This chronic state…

ambientstresswellnessscience
Dev.to May 16, 2026, 09:37 UTC
EN

Weak World Models vs Strong World Models in Biomedicine

Why early medical world models should start as auditable transition priors, not black-box drug-response engines. Most medical AI systems today are bui…

aidiscussmachinelearningscience
Dev.to May 15, 2026, 14:43 UTC
EN

Why text-to-image AI keeps failing at scientific figures (and what actually works)

Over the past month I've been trying to replace my "spend half a day in Illustrator drafting figures" workflow with AI tools. I tried Midjourney, GPT-…

aisciencetutorialproductivity
Dev.to May 13, 2026, 00:12 UTC
EN

AI Needs RNA, Not Just Weights

There is a creature at the bottom of the ocean that solves intelligence differently than every other animal on Earth. The octopus has no centralized c…

aiarchitecturemachinelearningscience
Dev.to May 9, 2026, 21:33 UTC
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THE ENGINEERING OF ELECTRICAL VERTICAL TAKEOFF: A deep technical study

Every eVTOL conceals the same brutal physical contradiction. Hovering demands enormous disc area and low disc loading to minimise induced power. Effic…

designsciencesystemdesign
Dev.to May 6, 2026, 09:22 UTC
EN

Why we built provenance into a notes app

Notes written in the field are good at recording results and reflections, but keeping the flow that led to those results as structure is surprisingly …

documentationproductproductivityscience
Dev.to May 4, 2026, 15:20 UTC
EN

Study: AI models that consider user's feeling are more likely to make errors

Overtuning can cause models to "prioritize user satisfaction over truthfulness.”

AIOxfordsciencestudytrainingtuningwarmth
Ars Technica May 1, 2026, 22:23 UTC

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