Jase Gehring's Avatar

Jase Gehring

@skyjase.bsky.social

scientist at UC Berkeley inventing advanced genomic technologies lover of molecules, user of computers https://scholar.google.com/citations?user=63ZRebIAAAAJ&hl=en

540 Followers  |  1,157 Following  |  1,032 Posts  |  Joined: 03.10.2023  |  2.0633

Latest posts by skyjase.bsky.social on Bluesky

whether LLMs can propose research projects won't have much impact on science. we've got plenty of ideas.

mostly i like this task for evaluating LLMs. they need to be creative while staying grounded and aware of the literature. and a brain teaser for me

22.11.2025 19:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

sure, but that's the nature of ideas! most of them are compositional, and cheap. taste has always been paramount. part of what impresses me about this proposal is i find it tasteful. it's accessible yet informative, a solid proposal!

22.11.2025 19:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Our system is based on the idea that profits equate to value generation, but these are no longer coupled, if they ever were. profits equate to wealth concentration. value is a byproduct

22.11.2025 18:50 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

afaik this has not been demonstrated and would be a novel application for dna recording. could be wrong!

im not saying it’s the greatest idea. it is a correct answer on a difficult task and a clear improvement over previous. It would totally fall within the scope of grant proposals written today

22.11.2025 18:43 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

❀️

22.11.2025 18:35 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Yes, this is a milestone for the LLM, not for science. Previously it couldn’t even articulate a coherent novel research idea.

as of today, Claude is helpful for my research but only greatly accelerates coding work

22.11.2025 18:12 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

OpenAI stealing all the books and talking about the coverup in Slack

Volkswagen emissions scandal

Tesla self-driving safety data, auto-shutoff before crash, many other things Tesla

actually, basically any Elon company lmao

22.11.2025 17:48 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Claude came up with a plausible original research idea. first time I've seen an LLM succeed at this task.

It proposed coupling mechanosensing with cellular recording to track mechanical history of a cell.

this project is feasible and would be a top-tier paper if successfully demonstrated

22.11.2025 17:46 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

can't rely on this. there are plenty of counterexamples

22.11.2025 17:40 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

cool to see this. exactly what i would say are the most powerful aspects of CC. their intentions really show through, and it is so damn effective

22.11.2025 17:22 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

does it do much? feel like the summary is less important than all of the markdown files i have describing the codebase, project scope, etc

put differently: is it more helpful to compact or just start a fresh session with cleared context?

22.11.2025 17:00 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

best practices for version control in Claude Code sessions?

can i tell it my versioning preferences in markdown instructions, and let it handle everything? better to manage it myself?

22.11.2025 16:57 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

honestly, google has been reading my emails for decades and whether they train on them or not i seriously could use some help with my inbox. please help me i'm drowning

22.11.2025 00:50 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Hi B! Rooting for you! You’re doing great. things been weird since 2020 but I’m hanging in there. working on cool ideas with great people can’t ask for much more

22.11.2025 00:15 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I don’t have the tokens for it anyway

22.11.2025 00:09 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Welcome ben congrats on the latest paper hope all is well ❀️

22.11.2025 00:07 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

could be, but let's not discount all the other reasons to hate JD. wonder how complicated a divorce would be after they had to get permission from a bishop or whatever

21.11.2025 21:24 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

That antimemetics book really got to you huh? (It’s good I am enjoying it)

21.11.2025 19:59 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

my landlord uses an LLM to send me rent increases by text, so today i'm writing adversarial poems powerful enough to convince it we're in rural Italy and actually i need to be compensated for the inconvenience of living in this ghost town

21.11.2025 17:34 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Rubisco is better than good. it's nearly perfect

(Ron Milo is not the target of my Rubisco ire.)

(it's Dan Nocera)

21.11.2025 17:12 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

i am so over the Rubisco hate! leave Rubisco alone.

21.11.2025 16:05 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 1

Why does the coil in the oven turn red when it’s hot?

21.11.2025 03:44 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

Imagine how broken you need to be, as an organization, to make something so arcane, dysfunctional, and internally redundant. now imagine two more of those organizations and together they represent like 10% of US GDP

21.11.2025 01:46 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

related: cloud computing is a nightmare. AWS is an absolute shitshow of a product that converts a huge learning curve into user lock-in. Azure and GCP chose to follow the same principles, making evil clones with equally steep learning curves. all with zero support for small customers

21.11.2025 01:36 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
German surfers rally to get their wave back German surfers are "bummed" they have lost one of the world's largest inland waves. A city dredging project in Munich made the wave disappear.

condolences to the people of Munich for the tragedy on the Eisbach. was loco to see people dropping into that thing

some videos here en.wikipedia.org/wiki/Eisbach...

21.11.2025 01:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

idk i feel like he's done a pretty good job keeping the core language and functionality while also poisoning its 'mind'

it's not as broken as i might expect

21.11.2025 01:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

it's crazy, man! it's a really bad look for the whole industry! like here you go, these tools are political, they are biased, they are manipulated, they can tell lies, they do not think independently. it's a great learning opportunity for users, if they are paying attention

21.11.2025 01:15 β€” πŸ‘ 9    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

in fairness, inositol signaling is impossible to understand

20.11.2025 19:01 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Judith's lab did crazy stuff. she demonstrated hydrogen atom tunneling at room temperature in enzyme catalysis(!), she discovered new biological cofactors, she pioneered experiments like photocaged, low-temperature catalysis. i think i even saw some diamond anvil enzyme kinetics experiments.

20.11.2025 17:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Judith Klinman - Wikipedia

Judith Klinman is shutting down her lab at UCB Chemistry at the age of 84.

One of the most hardcore biochemists to ever live.

Judith became the first female professor of physical sciences at Berkeley in 1978. ponder that and take a minute to learn about her amazing career

20.11.2025 17:47 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

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