What if Transformers were phones? These new rugged phones with big batteries give us a glimpse

Self-Healing Deployments: Why Rollbacks Aren't Enough Anymore

Every platform team eventually hits the same wall: deployments break, alerts fire, and the on-call person scrambles to figure out whether to roll back, restart, scale, or dig deeper.

• Self-healing deployments go beyond traditional rollbacks
• Verify deployments and evaluate situations with confidence score
• Automate response to incidents for efficient recovery

4h ago ·dev.to

Part 4: Understanding Probability in Data Science

Statistics for Data Science Series Part 1: Why Statistics Matters in Data Science Part 2: Descriptive Statistics: A Beginner's Guide Part 3: Understanding Distributions in Data Science Part 4…

4h ago ·dev.to

WebFPGA + TinyML: IA en el navegador en microsegundos con una USB de $35

WebFPGA + TinyML: Lleva IA al navegador en microsegundos con una placa USB de $35 Introducción Imagina que, con un solo clic, tu página web descarga un modelo de aprendizaje automático y lo ejecuta en…

• WebFPGA and TinyML enable AI in web browsers with $35 USB FPGA board
• Convert TensorFlow Lite models to Verilog using tinymlgen tool
• Real-time inference under 5 minutes, saving energy and costs

4h ago ·dev.to

Undo almost never proves what it undid

Undo almost never proves what it undid Falsifier, up front: if you can point me to a real, widely used undo, revert, or rollback feature (an editor, a database, a cloud console, an agent tool, doesn't…

• Undo features often fail to verify what they restore.
• Database restores lack fine-grained, independent verification.
• AI agent proposal offers partial solution for audit trails.

4h ago ·dev.to