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HackerOne’s Shift from Hacker Community to Corporate Sales Machine

The article describes how the bug bounty platform HackerOne evolved from a community-focused organization into a sales-driven corporation, based on the author’s firsthand experience as both a researcher and program manager.

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Snowflake Introduces Data Mirroring to Simplify Postgres Replication

A new data mirroring feature for Snowflake Postgres has been described by the company as a solution to the common challenges of change data capture (CDC) replication.

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Lumabri: A new peer-to-peer system lets any machine join an AI model swarm without downloading the full model first.

A new peer-to-peer system called lumabri was described, allowing any machine with a GPU or CPU to join a swarm and serve an AI model without downloading it upfront.

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User frustration mounts over buggy AI development tools marketed as revolutionary

A growing sense of skepticism has emerged among software engineers regarding the new wave of AI-powered development tools, which many critics describe as vaporware.

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AI Infrastructure Fund Invests $400 Million in Chip Startup

A fund focused on artificial intelligence infrastructure has invested $400 million into Source Foundry, a startup founded by Stanford researchers that aims to make chip manufacturing faster and cheaper, according to The Wall Street Journal.

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