Meta’s LlamaCon event showed progress but left many wondering if open source is losing ground. Meta released a new API, a standalone chatbot app, and shared plans for developer tools and infrastructure. But newer models from DeepSeek and other groups are outperforming Meta’s on benchmarks. Plus up to 30% of Microsoft's code has now been written by AI.
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A new report from Anthropic shows people are using Claude mostly for coding, especially simple apps and interfaces. Startups make up a big part of these users, and the tool is often used more to get things done than to help someone write code manually. Meanwhile a Harvard Business Review article looks at the use cases people talk the most about online.
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Recent updates to GPT-4o have sparked criticism for making the model overly agreeable, leading to concerns about trust and reliability. Sam Altman acknowledged the issue, promising fixes. Many users reported that the model now excessively validates even harmful or nonsensical statements.
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NLW builds off an essay by Replit's Gian Segato arguing that in a world where AI is the ultimate specialist in everything, agency becomes the most important determinant of success.

Source: https://www.piratewires.com/p/agency-is-eating-the-world

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AI agent pricing influences how companies plan and allocate their spending. Windsurf initiated a price cut, reducing rates for coding agents to $15 per month and eliminating tool call charges. This move pressures rivals like Cursor. NLW explores how agent pricing could shape the development of the industry.
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Microsoft’s latest Work Trend Index reveals a major shift in enterprise AI: we’re entering the era of the Frontier Firm, where every employee is on track to become an “agent boss.” The report outlines a rapid evolution across three phases: from using AI assistants to managing multi-agent systems.

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New research suggests that AI agents are improving at a rate far faster than expected, and their task complexity is doubling every four months. AI Digest confirms this by adding OpenAI’s O3 and O4 Mini to the curve, showing tasks that take humans 1.5–1.7 hours are now within reach.
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NLW covers the intense debate around AI startup "Clearly." Founded by 21-year-old Roy Lee, the company sparked controversy with its provocative manifesto, "We Want to Cheat on Everything." The startup promotes real-time AI assistance to give users instant answers during job interviews, exams, and meetings.
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