Jeff Weiz

Founder/Investor/advisor. Biotech Privacy AI Web3

[Jeff Weiz @JeffWeiz]

@AnthropicAI And what do you do with that self assessment data?

[Jeff Weiz @JeffWeiz]

@Thom_Wolf Awesome. I've been in this space for a while. It would be nice to have a better tool for multi-omics

You might like our recent work https://t.co/RVLQlsz3e6

We'll expand to all of science, and we aggregate more of the past every day

[Jeff Weiz @JeffWeiz]

@deedydas @xlr8harder You definitely don't need to know English

[Signal @signalapp]

Our statement on the UK government’s demand that all content on all devices sold or used in the country be scanned, on the presumption of nudity, using a dystopian combination of age verification and content scanning. This proposal will not safeguard children. It endangers us all.

https://t.co/VdWe9uhi8p

[Jeff Weiz @JeffWeiz]

@chinkecom Rich people sue at worst, and need extras at best. You lose their respect if you yield. Charge them extra. Act like you know they like it

Low budget customers won't struggle in acquiring a discount. Make strategic and ethical exceptions

Retain the right to refuse service

[Alex Veremeyenko @alex_verem]

holy sh*t... your llm remembers everything you typed 🤯

researchers just proved you can recover the EXACT input text from a language model's hidden states.

not similar text. not approximate.

the actual words you typed.

here's what they found:
• transformer language models are mathematically injective
• different inputs = different hidden states (with probability 1)
• this isn't a coincidence or training artifact, it's structural
• they built SIPIT, an algorithm that inverts the model in linear time
• tested on billions of prompts across GPT-2, Gemma, Llama
• 100% exact recovery rate. zero collisions found.

the math is airtight.

transformers are real-analytic functions, which means collisions can only happen on measure-zero parameter sets.

at random init?
probability zero.

after gradient descent?
still zero.

you cannot accidentally make these models lossy.

the information doesn't compress. it doesn't abstract.

it just transforms into a different representation that perfectly preserves every token.

your prompt never leaves the model. it just lives in 768 dimensions instead of text.

this changes everything about how we think about llm internals, interpretability, and what "representations" actually mean.

[Jeff Weiz @JeffWeiz]

@elonmusk Thank you Elon,

In the future I'm more concerned with having zk autonomy over the vehicle

I wouldn't want the doors to lock as it drives my wife to the ICE office, let alone the meat processing plant

None of us would wear a Tesla collar that could be remotely tightened

[Jeff Weiz @JeffWeiz]

This cycle is going to be different they said. First it was "sell when Grandpa buys DOGE", then "when the Uber driver mentions a shitcoin"

This cycle it's ok if you hear tranq users slowly arguing over their preferred TEE implementation as they settle into an ideal posture

[Jeff Weiz @JeffWeiz]

bit of a let down with that ATH harvest moon following a corn moon. maybe tuesday still has something to prove

come on media-hyped hack moment with retail longs left holding the bag, daddy needs a status adjustment!

this can't be the last cycle of wealth consolidation available

[Jeff Weiz @JeffWeiz]

@_d3f4ult I heard it's the intelligence community's way they frame people. So they just stick something on your computer or phone remotely. And that sounds easier and cheaper to pin on someone than actual footage of them on an island

[Jeff Weiz @JeffWeiz]

@25investor @_d3f4ult Latin: live with your parents if you're single, and build an addition before you have kids, or get an RV instead, so you can build your own home on land

Punk: but a cheap mixed used warehouse with issues. Pick a few people with integrity and build a live/work business

Do both

[Jeff Weiz @JeffWeiz]

@CharlieKirk4evr All governments force people to tolerate wealth distribution and who controls the means of production. That's authoritarianism not socialism

It's reasonable to fear tankies, but it's disingenuous using non standard polisci definitions. It weakens the debate

[Jeff Weiz @JeffWeiz]

@hlntnr @KelseyTuoc Some day you may not be able to exit a Waymo that's been alerted to bring you to a reeducation camp, one "proven to reduce crime and violent death"

May industrial society last long enough for the techno-authoritarians to experience regret

[Jeff Weiz @JeffWeiz]

@_d3f4ult @JupiterExchange Hey Jupiter, I know this person

I only see natural price action. I'm no shill, and not a large holder

I told a few people about this and watched it hit ATH, like I expected

They are hodlers. This will grow a lot. Watch

I haven't see anything suspicious about this so far

[Jeff Weiz @JeffWeiz]

@TonitrusRomanus @RyanRozbiani Imagine being a jew against israel then. They get hate from israeli's and half the american jews. They end up going against their community and people only to have people like you act like all of the jews share a consensus reality. We are labeled at birth, there is no consensus

[Jeff Weiz @JeffWeiz]

@_d3f4ult Can you confirm this is unedited or get another angle? That looks very much like signaling to me

[Jeff Weiz @JeffWeiz]

I worked for a targeted peptide molecule company doing gene editing in 2020-21, CDC sent spike protein images immediately

I didn't know enough to say, but my mentor said it was lab-made

He made an ace2 blocker for it that was sent to the NIH and was ignored in favor of vaccines

[Jeff Weiz @JeffWeiz]

@_d3f4ult I can't tell if you are serious but if that's the case you should make sure you aren't in debt with anyone. The first time I made money I made sure to clear my debts

[Jeff Weiz @JeffWeiz]

@_d3f4ult no. I've been both. fulfillment is in the struggle

I never understood parents not giving their kids anything to start with. now I get it. rich kids are disabled by their wealth as much as they are privileged

[Jeff Weiz @JeffWeiz]

https://t.co/TWLj0zFLXs