AI news today: Anthropic shows an $895B compute bill and an AI R&D warning

Stress-test how much your work depends on one AI provider

› I rely on AI tools for my work and want to know how exposed I am if one provider raises prices, tightens usage limits or changes its models. Here is how I use AI today:

[List each task you use AI for, the tool or model you use, roughly how often, and what breaks if it is unavailable for a week]

Do the following:
1. Build a table of my tasks with these columns: task, current provider, how critical it is (high, medium, low), how hard it would be to switch (easy, moderate, hard) and why.
2. Flag every high-criticality task that depends on a single provider.
3. For each flagged task, describe a fallback: what kind of alternative model or tool could do it, and what I would need to change (prompts, output formats, integrations).
4. Write a test plan I can run in one hour to check that each fallback gives acceptable results, with three sample inputs to try per task.
5. End with the three changes that would cut my risk the most this month, in order.

If my list is too vague to judge, ask me up to three clarifying questions first.

Works in any AI chat. In Magai, run it against several models at once.