AI & ML

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MCPs for Developers Who Think They Don’t Need MCPs

The following article originally appeared on Block’s blog and is being republished here with the author’s permission. Lately, I’ve seen more developers online starting to side eye MCP. There was a tweet by Darren Shepherd that summed it up well: Most devs were introduced to MCP through coding agents (Cursor, VS Code) and most devs struggle to

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No, Grok can’t really “apologize” for posting non-consensual sexual images

Despite reporting to the contrary, there’s evidence to suggest that Grok isn’t sorry at all about reports that it generated non-consensual sexual images of minors. In a post Thursday night (archived), the large language model’s social media account proudly wrote the following blunt dismissal of its haters: “Dear Community, Some folks got upset over an

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If You’ve Never Broken It, You Don’t Really Know It

The following article originally appeared on Medium and is being republished here with the author’s permission. There’s a fake confidence you can carry around when you’re learning a new technology. You watch a few videos, skim some docs, get a toy example working, and tell yourself, “Yeah, I’ve got this.” I’ve done that. It never lasts. A

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AI, MCP, and the Hidden Costs of Data Hoarding

The Model Context Protocol (MCP) is genuinely useful. It gives people who develop AI tools a standardized way to call functions and access data from external systems. Instead of building custom integrations for each data source, you can expose databases, APIs, and internal tools through a common protocol that any AI can understand. However, I’ve

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