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Vercel adds always-on workers to run more of your backend
Vercel adds Daemons, always-on background workers, plus persistent Drives for AI agents and GA Python support, as it pushes deeper into backend hosting.

OpenAI promised developers six months’ notice. GPT-4o users got three
OpenAI will shut off GPT-4o and GPT-4.1 API access in January. Moving to GPT-6 Luna changes tool calls, pricing for long prompts and fine-tuned models.

Meta ships Muse Spark Open, its answer to China’s best open-weight models
Meta’s Muse Spark Open is an 816B open-weight model that beats US rivals and matches Chinese models on agentic tasks, but its license isn’t fully open.

Nvidia squeezed a 74B agent model into 24GB so it can run on your laptop
Nemotron 3.5 Bolt uses 2-bit quantization to fit a 74B mixture-of-experts model in 24GB, and Nvidia says it still beats Qwen and Gemma on agent benchmarks.

What it takes to become an AI company: Four lessons from the top
Becoming an AI company isn’t about technology. Here are four leadership lessons on simplifying work and driving true business value.

Anthropic’s been eyeing confidential AI. It just made its move with another acquihire
The deal brings Opaque Systems’ expertise to Anthropic, but leaves questions about its open-source projects.

“Everybody with a $20 account is now a researcher”: How Akrites is tackling the flood of AI bug reports
AI-generated findings are improving, but “vibe researching” still swamps maintainers. Akrites is enlisting engineers to separate real threats from noise.

Anthropic built its own git replacement for AI-scale coding. But you can’t have it
Claude helped Anthropic outgrow its Git infrastructure — and build the replacement. But the company says Scion is too specialized to release for other teams.

The permission you denied today is your safety net for tomorrow
Prompts drift and models change. Discover why task-scoped permissions are the only reliable safety control for autonomous AI agents.

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