ajdecon
Joined 18 years ago
Joined 18 years ago
I’d be most concerned about this component of your process, tbh. IIUC, you’re not just using the LLM to identify relevant papers, i.e. a fancy search engine. You’re also extracting specific statements, divorced from their context in a given paper, and using these to make claims for your research.
Even if you validate that the quotes are actually present in the papers, are you also reading the full papers to ensure you understand the overall results of the paper and what the quotes mean in that context? Or are you just identifying hopefully-relevant snippets and combining them?
Feel free to send me an email (findable via my HN profile) mentioning that you found it via this thread, and I’m happy to extend an invite.
While the underlying model is certainly different, and my understanding is that current LLMs don’t learn “live”, the principle seems worth keeping in mind.
Combination of family and a more favorable climate. The somewhat lower cost of living doesn’t hurt, but it’s not like Denver is cheap.
For more general mentorship, especially as your career develops, it’s the same as anywhere, you have to find someone you get along with and who can help you learn. The advantage at a big company is that there’s a huge pool of potential mentors, and you can see their calendars and coordinate more easily than if you were hunting in the community. :)
The first outage where I thought I was going to get fired: I was working on a system that had a single-point-of-failure server, and through a mishap with rsync I accidentally destroyed the contents of /etc. That SPOF also had no backups. (I'm not claiming it was well-designed...) Thankfully the job that depended on that server would not kick off until morning, so my team slowly reconstructed its functions on a separate machine and swapped it in behind the scenes. I helped as much as I could while vibrating with anxiety, and my team was incredibly kind throughout. I was not in fact fired. :-)
The most recent outage I caused? Yesterday! I accidentally rebooted most of the machines in a development cluster. It's a dev system, there's no SLA, on the whole I don't feel horrid, but it definitely ruined a few people's work for an hour. This morning I spent a few minutes putting in a guard rail to prevent that particular mistake again...
If you're in this job long enough, everyone breaks things -- it just happens.
https://www.ajdecon.org/