Jules Malin

Co-founder of LitMetrics, the go-to platform for identifying data talent in the AI era.

[Jules Malin @julesmalin]

@HedgieMarkets Two years ago most of my data science students had offers fast, and now a few have looked for over a year. Would you give the same keep-the-degree advice to a master's student as to a PhD?

[Jules Malin @julesmalin]

@levie My scheduled agent jobs run behind a plain script that checks every file write against an allowed folder list. Do you think enterprises end up with guardrails that simple, or mostly agents watching other agents?

[Jules Malin @julesmalin]

@_nikhilsheoran Two years ago most of my data science students had offers fast, and now a few have been looking for over a year. What field are you trying to get into?

[Jules Malin @julesmalin]

@GergelyOrosz Are the agencies offering to pay for the link, or just asking?

[Jules Malin @julesmalin]

@CupidCris10 I once posted one data scientist role and got more than 3,000 applications. If you try it, will you track how many get a reply from a human?

[Jules Malin @julesmalin]

@omarsar0 How many human-labeled examples did you use to tune the Jev threshold before you trusted it?

[Jules Malin @julesmalin]

@farzyness I run scheduled agent jobs on a Mac mini and still approve their output on my phone. What would you let one do without approval once memory is solved?

[Jules Malin @julesmalin]

@emilkowalski Do you run /grill-me before you write the spec, or after a first draft exists?

[Jules Malin @julesmalin]

@calcsam Can a saved trace query run on a schedule, so a run with a low score shows up without anyone going to look?

[Jules Malin @julesmalin]

@emollick When it was too certain, did Gemini 4 hold its ground after you pointed out a mistake, or did it just never say it was unsure?

[Jules Malin @julesmalin]

@tatsu_hashimoto I teach grad NLP at SCU. Are the prediction quizzes graded on the written reasoning, or only on whether the prediction came out right?

[Jules Malin @julesmalin]

@0xDevShah I run a few scheduled agent jobs on a Mac mini and still approve every output on my phone. With hundreds of agents, which results do you check yourself before you trust them?

[Jules Malin @julesmalin]

@Polymarket Does the report say which corporate teams go first, or is it a flat one-third across the board?

[Jules Malin @julesmalin]

@genieart_ Congrats on 8 years :) Did the three rounds hit your own team, or mostly other parts of the company?

[Jules Malin @julesmalin]

@aiwithsally Fraud detection at most banks already runs on small specialized models, mostly gradient boosted trees. Which of the four do you think a small fine-tuned LLM takes over first?

[Jules Malin @julesmalin]

@adambain Is most of that growth from labs buying expert-written training data, or from companies paying for evals on their own tasks?

[Jules Malin @julesmalin]

@ambassador_grim My agent jobs run behind a plain script that checks every file write against an allowed folder list. Does a log like that count as telling you what it did?

[Jules Malin @julesmalin]

@garrytan Which brake do you expect to give way first, procurement or the person who has to sign off on the output?

[Jules Malin @julesmalin]

@GergelyOrosz When you decide to trust someone new online, what's the first thing you check?

[Jules Malin @julesmalin]

@poteto If volume counts again, who reviews all those PRs on a 50-person team?