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hershgupta.com
Lead Applied Scientist, Responsible AI @BCGX | @bostonu.bsky.social alum | Data, AI, and strategy enthusiast | Open-source contributor Opinions are my own #bikeboston #coys 📍DC -> BOS
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Not good. Thank you to @wired.com for documenting and to the researchers for speaking up.

I feel like my ability to figure out whether someone knows their stuff when they're talking about AI has become so sharply honed the more time I spend switching contexts between technical and non-technical people

Anthropic’s MCP should be more widely used in enterprise

An X engineer posted this output from Grok to demonstrate how "good" their LLM is (CW: racism)

This is sort of the skeleton key to understanding a lot of shit: there 100% is a non-trivial amount of inefficiency and waste in the federal bureaucracy, and most of it is a *direct result* of ‘reforms’ that are meant to assuage the people who complain about “waste and inefficiency in govt”

The most effective responsible generative AI technique is to proactively gatekeep LLMs from decision-makers who don't know how transformers work

A lot of people don't know how useful Model Context Protocol is - easily Anthropic's most underrated feature. Allows Claude to use your computer and applications with natural language. Official and unofficial MCP servers, which are like extensions, here: www.mcpservers.ai

If you have to prompt engineer confidence scores, then you already know they're not going to be reliable. arxiv.org/abs/2412.14737

If you, like me, have a feeling of despair reading this news, I'd ask that you consider donating to the organizations who do this work: Global Fund to Fight AIDS, Tuberculosis, and Malaria: act.unfoundation.org/FJvB3vUCJUep... International Medical Corps: internationalmedicalcorps.org?form=Main

It's actually theft of taxpayers money when websites go dark. We paid for that data

okay so what legal authority does elon musk have to commandeer the office of personnel management and access reams of sensitive data? www.reuters.com/world/us/mus...

Today, we are publishing the first-ever International AI Safety Report, backed by 30 countries and the OECD, UN, and EU. It summarises the state of the science on AI capabilities and risks, and how to mitigate those risks. 🧵 Full Report: assets.publishing.service.gov.uk/media/679a0c... 1/21

positron is the best IDE for data science and it's been my daily driver for over a year

Another takeaway is that we've been Stockholm Syndrome'd to think pandas has a reasonable and intuitive API for data analysis

middle managers who've never written a single line of code or built an ml model before

Every time I visit the North End here in Boston, I'm grateful to not be swallowed up by a flood of liquid sugarcane extract

A strange disconnect I've been thinking about: in the 1940s, 2.5m Indian soldiers fought against fascism in WW2. Many of their children came to America in the 90s tech wave. Now some of their kids and grandkids support the same ideologies they fought against

#Boston friends: want to see how the city's services are measuring up? I built CityUpdate Boston - daily plain-language summaries of municipal performance data, from EMS response times to sign repairs. Check it out: hersh-gupta.github.io/cityupdate

I gave deepseek-r1 (q8_0) a math problem and it got there after 10 minutes of non-stop trial and error

The forceful intrusion of Copilot, OneDrive, etc from Microsoft at the OS-level all but guarantees that I'll be using Linux from here on out

Researchers: this is _not_ how you evaluate LLMs www.nature.com/articles/s41...

Public sector orgs with large compute resources keep getting suckered into cloud data contracts because nobody on staff knows what kubernetes is - what a waste of taxpayer money

To deal with cobras, the British Raj placed a bounty on them, which worked at first, but resulted in more cobras as people bred them to collect the bounty The US bans TikTok for China ties, so users flee to Xaiohongshu "little red book" which sounds a lot like Mao's Little Red Book