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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Per aspera ad astra. If #AI , #openscience , and #persistence now allow anyone to contribute to research, will future science be defined more by credentials … o

    A discussion is emerging on social media platforms about the evolving nature of scientific contribution, questioning whether future research will be defined more by traditional credentials or by an individual's willingness to test ideas against reality. This debate is fueled by the increasing accessibility of AI tools, open science practices, and the persistence required to see research through. AI

    IMPACT AI tools are enabling broader participation in scientific research, potentially shifting the focus from credentials to practical idea testing.