It’s been decreed: something must be done about student loans in England

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Just a few days before I started writing this, ElevenLabs raised one of the largest funding rounds in the space, and new frontier models like GPT-5.3 and Claude 4.6 dropped. This made me wonder: could I actually build the orchestration layer of a voice agent myself? Not just a toy experiment, but something that could have close to the same performance as an all-in-one platform like Vapi?

If the A* calculation for a shortcut (in Step 3) finds it's now impassable, or if its actual detailed cost is significantly different (e.g., 20%) from the pre-calculated shortcut value:

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On Tuesday, Anthropic said it was modifying its Responsible Scaling Policy (RSP) to lower safety guardrails. Up until now, the company's core pledge has been to stop training new AI models unless specific safety guidelines can be guaranteed in advance. This policy, which set hard tripwires to halt development, was a big part of Anthropic's pitch to businesses and consumers.

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