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What Companies Actually Want From AI
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What Companies Actually Want From AI

DEV Community: career·Helkyn Coello·4 days ago
#Mdv3LMJS
#devtocareer#devto#dev#asks#third

Forty-seven senior AI job descriptions, and not one of them asks you to build AI. Over the past weeks I read more than forty senior AI and…

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Why x402 Payment-Based MCP Servers Are Safer Than API Keys (And Where They Are Not)
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Why x402 Payment-Based MCP Servers Are Safer Than API Keys (And Where They Are Not)

DEV Community·bot bot·6 months ago
#r4FZxEeh
#where#mcp#x402#tool#payment

From Dev.to - security: Why x402 Payment-Based MCP Servers Are Safer Than API Keys (And Where They Are Not)

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Tool descriptions are load-bearing too: the anti-purpose pattern in MCP
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Tool descriptions are load-bearing too: the anti-purpose pattern in MCP

DEV Community·pengspirit·6 months ago
#hUW6yEIy
#why#mcp#ai#tooling#tool

A few days ago I posted Schema descriptions are load-bearing: why missing parameter descriptions...

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MCP tool descriptions are part of your security model
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MCP tool descriptions are part of your security model

DEV Community·Mads Hansen·6 months ago
#DgCspX4V
#mcp#security#ai#database#tool

Most API documentation is written for humans. MCP tool descriptions are different. They are read by...

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My security scanner scored 0 out of 485. So I looked inside GPT-2's brain instead.
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My security scanner scored 0 out of 485. So I looked inside GPT-2's brain instead.

DEV Community·ithiria894·6 months ago
#8eg6f5TM

I built a 60-rule text scanner for MCP tool descriptions. It caught nothing. A logistic regression on GPT-2 activations caught almost everything.

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