In a world where most code in modern programming languages will be machine-generated, what is the role of an upper-level programming languages course?
Interesting and non-obvious answers please.
@… It's not entirely the same problem as earlier attempts at making natural-language compilers.
The "large" part of LLM gives it more context and a bit of "common sense". It's still a guess, but drawn from a more likely distribution.
The learned context is so strong they can sometimes surprise Babbage and give right answers…
Amazon expands its healthcare AI assistant Health AI to its website and app; it was previously only available on the app for One Medical (Aisha Malik/TechCrunch)
https://techcrunch.com/2026/03/10/amazon-launches-its-healthcare-ai-assistan…
from my link log —
Towards fearless macros.
https://lambdaland.org/posts/2023-10-17_fearless_macros/
saved 2026-02-15 https://
Just boosting this from @… with a CW:
https://zeroes.ca/@broadwaybabyto/115896155340855388
There’s a lesson here, perhaps, about the tangled relationship between what is •typical• and what is •correct•, and what it is that LLMs actually do:
When medical professionals ask medical questions in technical medical language, the answers they get are typically correct.
When non-professional ask medical questions in a perhaps medically ill-formed vernacular mode, the answers they get are typically wrong.
The LLM readily models both of these things. Despite having no notion of correctness in either case, correctness is more statistically typical in one than the other.
3/
Microsoft launches the Publisher Content Marketplace in partnership with Condé Nast, Hearst, AP, and others, to let publishers license content to AI companies (Anu Adegbola/Search Engine Land)
https://searchengineland.com/microsoft-launch…
Google launches Ask Maps, a Gemini-powered conversational feature for iOS and Android in the US and India that lets users ask "complex, real-world questions" (Andrew J. Hawkins/The Verge)
https://www.theverge.com/tech/893262/google-maps-gemi…
An interview with Rick Ardon and Susannah Carr, who have helmed 7News Perth's nightly TV news for 40 years and are the world's longest-serving news anchor team (New York Times)
https://www.nytimes.com/2026/03/01/business/media/…
Yahoo launches Scout, an AI answer engine powered by Claude, in beta for US users on desktop and mobile, and joins Microsoft's Publisher Content Marketplace (Kerry Flynn/Axios)
https://www.axios.com/2026/01/27/yahoo-scout-ai-search-launch