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■ Two Steps Ahead
Over the next 30–90 days, OpenAI’s reported funding-target change makes contract clarity more useful than speculation about its finances. At the same time, the xAI lawsuit makes facility and power-supply questions relevant to supplier reviews. For a large AI purchase, ask separately what service and usage terms are guaranteed and what happens if the supplier’s infrastructure plans are disrupted. Heretic 2.0 and the conversational-memory comparison point to two different tests for any assistant used with customers: whether its tone helps people make decisions, and whether it retrieves the right history. If Lightpanda’s claimed speed advantage holds for your workload, automated browsing could become cheaper to run. Treat those as separate requirements in the next 30–90 days; a pleasant assistant, a reliable memory and efficient web automation do not automatically come as one package.
Tools & Platforms to Watch - Heretic 2.0: Test whether a less flattering assistant gives customers clearer answers.
- Lightpanda: Run automated browsing tasks with a browser designed for AI workers.
Further Watching & Reading
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