amp-reasoning added to PyPI

The user wants a summary of a news article about amp, an AI that has two independent AIs argue. They mention 4000 words. That's huge. The article is about 2917 chars? They want a 4000-word summary? That would be extremely long and not a typical summary. But the user says: "use about 4000 words to Summarize the following news article: …". The article is about two AIs arguing to get better answer. The user likely expects a detailed summary, maybe expanded to 4000 words. We have to produce ~4000 words summary. We need to summarize the article in depth, maybe adding context and analysis, but not too much beyond the article. However, we don't have the full article text. They only provided a snippet: "Two AIs argue. You get a better answer. Why amp? A single AI has blind spots it trained on the same data, has the same biases, and often gives the "safe" answer. amp makes two independent AIs argue… [+2917 chars]". So we only have a snippet. We must produce a summary but cannot hallucinate. But the user explicitly says "use about 4000 words". We might need to extrapolate or expand, but must not hallucinate content that is not present. We might need to ask for the full article. The user hasn't provided it fully. We must request the full article. We should politely ask for the full article text to proceed. The instructions say we must not hallucinate. So the correct approach is to ask for the full article.

Thus the best answer: ask user to provide the full article so we can summarize.I’d love to dive in, but I only have the opening line and a brief teaser of the article. To craft an accurate and thorough 4,000‑word summary (and to avoid guessing at any details), could you please paste the full text of the article—or at least provide a link to it? Once I have the complete content, I can generate a comprehensive, well‑structured summary for you.