I design 3D printed objects using algorithms.
BLR
Joined April 2022
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Benjometry retweeted
this is actually insane
> be tech guy in australia
> adopt cancer riddled rescue dog, months to live
> not_going_to_give_you_up.mp4
> pay $3,000 to sequence her tumor DNA
> feed it to ChatGPT and AlphaFold
> zero background in biology
> identify mutated proteins, match them to drug targets
> design a custom mRNA cancer vaccine from scratch
> genomics professor is “gobsmacked” that some puppy lover did this on his own
> need ethics approval to administer it
> red tape takes longer than designing the vaccine
> 3 months, finally approved
> drive 10 hours to get rosie her first injection
> tumor halves
> coat gets glossy again
> dog is alive and happy
> professor: “if we can do this for a dog, why aren’t we rolling this out to humans?”
one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline.
we are going to cure so many diseases.
I dont think people realize how good things are going to get
Benjometry retweeted
🧵[2/n] How BEAVER Works ⚙️
BEAVER systematically explores the LLM's generation space:
✅ Tracks ALL possible outputs
✅ Prunes early violations
✅ Maintains certified probability bounds
BEAVER brings formal guarantees to LLMs while scaling to modern billion-parameter models.
Benjometry retweeted
🧵[1/n] The Verification Gap 📐
LLMs induce a distribution over all outputs.
As they're deployed in real-world systems, practitioners have only relied on sampling, benchmarking—methods which only give "vibes" for safety and security.
❌ No guarantees ❌
BEAVER changes this.
Benjometry retweeted
🚨 Can we truly prove that LLMs won't leak your data or generate unsafe code?
Almost all LLM safety evals today only give estimates.
Sampling. Benchmarks. Leaderboards.
Zero guarantees ❌
We present BEAVER, the first system to provably bound LLM constraint satisfaction.
🧵👇
Benjometry retweeted
hello 👋🏼
the time has come for me to move out of my house, so looking for a replacement in a fully set-up 3BHK in Domlur, right opposite EGL.
just 10–15 mins from Indiranagar & Koramangala.
details:
•private room w/ attached bathroom
•fully furnished (no setup stress)
•covered parking for bike & car
preferably someone who:
•lives clean
💸 rent: ~26K / person + utilities
👩🍳👨🧹 cook + cleaning: 3,750 / person / month
🛋️ furniture via Furlenco (~2K pp/month, covered in one-time deposit)
🔐 one-time costs (security + appliances like WM, RO, fridge, TV): ~1L
Please contact - +91 70172 10287
📍 available from 17th Jan
Benjometry retweeted
The management is absolutely useless there is no way the signals are operated 90% by the new VAC protocol. MNL is useless because the officers don't co-ordinate with the other signals. What's the point of the VAC? @blrcitytraffic @BlrCityPolice @DKShivakumar @CMofKarnataka
Hon’ble @CMofKarnataka I m sorry but you have the worst traffic management, and most irresponsible, useless traffic police. They don’t even pick up phone calls, here is the SS of my attempt to speak to them , none of them picked up my call. Last one hour we are stuck at same place in Rajkumar samadhi road, going to miss flight, tomorrow I have to attend parliament session. Not a single police man is seen around
These inefficient officers are enough to spoil the name and charm of this beautiful city. No doubt now Bengluru traffic has earned the reputation of most notorious traffic @CPBlr @Jointcptraffic
Benjometry retweeted
If you want to understand why India has failed to industrialize, read this interview with Ha-Joon Chang in Frontline.
Chang points out that India’s business and finance elites don't want industrialization — and that they need to be repressed for industrialization to occur.
Blender da goat ! Donate to blender pls !
Did Blender help you this year? Help back!
If every active user contributed $5 this month, Blender would be funded for the entire year 2026. Professional 3D software. No subscriptions. No limits. Just your support.
Do your part. Donate today.
blender.org/news/give-back-t… #b3d
ALT Oti the penguin, showing a good example of "giving back".
This is performance art
An Australian teenager has been charged after allegedly gluing googly eyes to a $88,000 sculpture nicknamed the “Blue Blob”
The artwork, located in Mount Gambier, is officially called Cast in Blue
Benjometry retweeted
An orangutan babysits tiger cubs after learning to feed them by watching his human caretakers.
Benjometry retweeted
3D Printed Seat for Ather Redux. Months back we were approached by the Team at Ather Energy for designing & 3D Printing the seat for their concept scooter the Redux.
We can finally show this to the world!
@benjometry @no_moq_
Benjometry retweeted
After a year of scientific scrutiny, a rock sample collected by the Perseverance rover has been confirmed to contain a potential biosignature. The sample is the best candidate so far to provide evidence of ancient microbial life on Mars. go.nasa.gov/4n35lVM
ALT A self-portrait photo of the Perseverance rover on the surface of Mars, taken with a camera on its robotic arm. The six-wheel rover sits in a rocky desert landscape. Its robotic "head" is pointed down to one rock where there is a small hole drilled, along with a small pile of light-colored tailings from the drill.
ALT A close-up photo of layered rocks. Between two layers, in reddish mudstone, are small, dark spots, slightly lighter at the middle of each spot.