
Hemant Bhanoo
1.4K posts

Hemant Bhanoo
@hbhanoo
swe at zippin. dad. engineer. entrepreneur. tinkerer. meditator. Ex- amzn/goog/siyli/cmu





After years of fighting for this, I’m very happy that the IRS is getting ready to pilot a new free tax filing tool next year, which can save taxpayers an average of $140. And I’ve urged them to make it available to as many people as possible, as quickly as possible.

Just spoke with a founder who's shutting down their company. Over the last few years, the company built a handful of products that people oohed and ahhed over (and professed love for, when asked for feedback), but very few people actually used daily or were willing to pay for. Founders: the difference between a "nice-to-have" and a "must-have" product is so tiny that if you don't realize or own it, you might end up spending years of your life building something that doesn't have the impact on the world you aim for. You owe it to your stakeholders (and to yourself) to be honest with yourself.



Google is hosting the first "Machine Unlearning" challenge. Yes you heard it right - it's the art of forgetting, an emergent research field. GPT-4 lobotomy is a type of machine unlearning. OpenAI tried for months to remove abilities it deems unethical or harmful, sometimes going a bit too far. Unlike deleting data from disk, deleting knowledge from AI models (without crippling other abilities) is much harder than adding. But it is useful and sometimes necessary: ▸ Reduce toxic/biased/NSFW contents ▸ Comply with privacy, copyright, and regulatory laws ▸ Hand control back to content creators - people can request to remove their contribution to the dataset after a model is trained ▸ Update stale knowledge as new scientific discoveries arrive Check out the machine unlearning challenge: ai.googleblog.com/2023/06/announ…

My ability to judge character (which was never that great) has completely atrophied in the 20 years I've known Jessica. I just ask her.







