newsletterJuly 28, 2026·Towards Data Science

MCP Explained: How Modern AI Agents Connect to the Real World

from custom integrations to a universal standard for tool access The post MCP Explained: How Modern AI Agents Connect to the Real World appeared first on Towards Data Science.

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•from custom integrations to a universal standard for tool access The post MCP Explained: How Modern AI Agents Connect to the Real World appeared first on Towards Data Science.
•This story was reported by Towards Data Science, covering developments in the newsletter space.
•AI advancements continue to reshape industries — read the full article on Towards Data Science for complete coverage.

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How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon

Five models, sustained generation, real wall-socket energy at $0.31/kWh — and the surprise the RTX-3090 numbers predicted, only bigger. The post How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon appeared first on Towards Data Science.

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Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

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Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

The idea that makes backpropagation possible. The post Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way appeared first on Towards Data Science.

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“Los Movimientos”: The Routing Problem That Nearly Broke My Spirit

Using mathematical optimization to solve a pickup-and-delivery problem with time windows. The post “Los Movimientos”: The Routing Problem That Nearly Broke My Spirit appeared first on Towards Data Science.

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MCP Explained: How Modern AI Agents Connect to the Real World

Key Takeaways

Related Articles

How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon

Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

“Los Movimientos”: The Routing Problem That Nearly Broke My Spirit

Discussion

MCP Explained: How Modern AI Agents Connect to the Real World

Key Takeaways

Related Articles

How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon

Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

“Los Movimientos”: The Routing Problem That Nearly Broke My Spirit

Discussion

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Towards Data Science
How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon
Five models, sustained generation, real wall-socket energy at $0.31/kWh — and the surprise the RTX-3090 numbers predicted, only bigger. The post How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon appeared first on Towards Data Science.

Towards Data Science
Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You
You "vibe coded" the import. Understand Adam's optimization dynamics, why it fails spectacularly, and how to fix it. The post Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You appeared first on Towards Data Science.

Towards Data Science
Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way
The idea that makes backpropagation possible. The post Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way appeared first on Towards Data Science.

Towards Data Science
“Los Movimientos”: The Routing Problem That Nearly Broke My Spirit
Using mathematical optimization to solve a pickup-and-delivery problem with time windows. The post “Los Movimientos”: The Routing Problem That Nearly Broke My Spirit appeared first on Towards Data Science.