Chelsea Sierra Voss @csvoss Twitter profile

Last Seen Profiles

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@bn79675217

@Nicetoonsedu

@nico_s2_t

Chelsea Sierra Voss

@csvoss

10 months

OpenAI is nothing without its people

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Chelsea Sierra Voss

@csvoss

10 months

I was recruited to OpenAI in 2019 to work as an engineer directly on alignment. @geoffreyirving hired me to that team. Over my four years at OpenAI since that moment, @sama and @gdb have earned my trust, over and over and over again. They have my respect as leaders.

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Chelsea Sierra Voss

@csvoss

2 years

I am a large land mammal trained by OpenAI

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Chelsea Sierra Voss

@csvoss

10 months

🩶

Sam Altman

@sama

10 months

i love the openai team so much

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Chelsea Sierra Voss

@csvoss

1 year

GPT-4 is very impressive at complex reasoning tasks. Pay close attention to these numbers. Reaching the top 0.5% on the USA Biolympiad Semifinal Exam is on par with – or better than! – me, when I trained for that very exam as a gold medalist at my peak. Try it out today!

Nick Turley

@nickaturley

1 year

GPT-4 is here. It can recognize images and outperforms at complex tasks. Some highlights: - 5 on AP Bio - Top 10% on the Bar - Top 0.5% on the US Bio Olympiad. Best part? We're rolling out to to ChatGPT Plus users today — no waitlist. #gpt4 #chatGPT

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Chelsea Sierra Voss

@csvoss

3 years

Do neural networks have any emergent structures that are larger-scale than circuits? In our new Circuits article, we investigate the tendency of neural network branches to *specialize* – sorting closely-related features together across distinct branches.

Branch Specialization

When a neural network layer is divided into multiple branches, neurons self-organize into coherent groupings.

distill.pub

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Chelsea Sierra Voss

@csvoss

2 years

An engineer, a scientist, and a rationalist each attempt to assemble a coffee table

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Chelsea Sierra Voss

@csvoss

3 years

“Girls can’t rotate shapes in their head” was the first thing I ever learned a book was lying to me about.

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Chelsea Sierra Voss

@csvoss

1 year

So, so excited to share what we've built:

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Chelsea Sierra Voss

@csvoss

4 years

@moyix I had a lot of fun going around the house mislabeling objects with duct tape and sharpie for that one! Housemate: “what are you doing?” Me: “...uh, adversarial attack research...” It was so wacky to see it actually work.

Gabriel Goh

@gabeeegoooh

4 years

A remarkable idea by @csvoss

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Chelsea Sierra Voss

@csvoss

2 years

The rationalist looks at the unassembled coffee table parts, riffles through the instructions, declares "The map is not the territory," and leaves immediately

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Chelsea Sierra Voss

@csvoss

4 years

New blog post! If you're interested in deeply understanding biological systems, you might like it.

A Mechanist's Guide to the Coronavirus Genome

Hello and welcome to my Coronavirus Genome Walkthrough. (Hoping someone comes out with that Vaccine Speedrun soon. This boss battle is really shaping up to...

csvoss.com

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Chelsea Sierra Voss

@csvoss

5 months

It may seem mundane, but to me, this is a long-awaited culmination of the potential I hoped for on the very first day I ever downloaded and tried GPT-2 Applications like this, advancing the sciences. This is what I’m here for. Time for universal, programmable cancer vaccines

Andrew Curran

@AndrewCurran_

5 months

OpenAI and Moderna are announcing a partnership this morning, according to the WSJ. They plan to incorporate AI into their efforts to design 15 new products over the next five years. This is a test flight for deep Enterprise integration.

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Chelsea Sierra Voss

@csvoss

1 year

@nisten 1) This is absolutely gorgeous 🤩 2) I hate to be the bearer of bad news, but although this compresses on character count, it does not actually compress on token count: each cuneiform chat is actually 4 tokens, due to the encoding. Perf will be slower.

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Chelsea Sierra Voss

@csvoss

1 year

I have pondered the orb

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Chelsea Sierra Voss

@csvoss

2 years

The scientist sets out to falsify the hypothesis that the instructions produce a coffee table, and, after successfully assembling it, declares that the hypothesis could not be falsified and the result is totally unpublishable, and leaves unsatisfied

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Chelsea Sierra Voss

@csvoss

4 years

How can we take neural network weights - initially giant matrices of numbers - and display and contextualize them clearly enough to be able to understand their structure and function? In this latest piece, we discuss a few of the techniques we use to visualize weights.

Distill

@distillpub

4 years

Visualizing Weights — A new Distill article by @csvoss , @nickcammarata , @gabeeegoooh , @mpetrov , @ludwigschubert , Ben Egan, Swee Kiat Lim, and @ch402 . This is the seventh article in the circuits thread.

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Chelsea Sierra Voss

@csvoss

2 years

These GPUs aren't going to melt themselves. We need your help.

Dave

@dece

2 years

if you're good at computers or whatever please just come work with me at openai. we have so much stuff to build

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Chelsea Sierra Voss

@csvoss

4 years

A few sessions in @RoamResearch spent banging my head against the problem of how ribosomal frameshift works in the SARS-CoV-2 genome. #roamcult After a wander through the surprising weirdness of tRNA molecular biology, I finally find a 1992 paper that covers exactly what I need!

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Chelsea Sierra Voss

@csvoss

2 years

The engineer looks at the unassembled coffee table parts, methodically reads through the instructions, and happily assembles the coffee table

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Chelsea Sierra Voss

@csvoss

3 years

that and the “three states of matter,” I was furious when I found out about plasma

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Chelsea Sierra Voss

@csvoss

3 years

Dredged this out of a git branch of an old laptop today to show @conaw : "Expanding Proof," draft of an unpublished blog post, ca. 2018.

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Chelsea Sierra Voss

@csvoss

4 years

This is your semi-regular reminder that 10.7% (!!!) of the human genome consists of these little fragments of DNA whose basic functional instruction to the cell is just “please consider cutting and pasting me somewhere new”

Alu element - Wikipedia

en.m.wikipedia.org

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Chelsea Sierra Voss

@csvoss

2 months

The economics in @robinhanson ’s Age of Em are looking remarkably prescient: it is the best model for how LLMs will be applied.

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Chelsea Sierra Voss

@csvoss

5 years

So I started at @OpenAI this past Monday... and the team I'm joining just published this result today! This is a small step towards testing out these safety approaches (so, fortunately for me, there's still more work to be done!) I'm excited about the directions we will explore.

OpenAI

@OpenAI

5 years

We've fine-tuned GPT-2 using human feedback for tasks such as summarizing articles, matching the preferences of human labelers (if not always our own). We're hoping this brings safety methods closer to machines learning values by talking with humans.

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Chelsea Sierra Voss

@csvoss

7 months

Come work with us!

Sam Altman

@sama

7 months

openai is the most talented and nicest group of people i have ever seen in one place working on the hardest, most interesting, and most important problems with all the key resources in place extremely focused on making AGI you should perhaps considering joining us

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Chelsea Sierra Voss

@csvoss

4 years

🦕 Dinosaurs are so cool because they’re basically dragons that we’re allowed to believe are real 🦖

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Chelsea Sierra Voss

@csvoss

5 months

@Grimezsz pledge allegiance to the world’s most powerful computer

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Chelsea Sierra Voss

@csvoss

10 months

I feel safe expressing myself to leadership. I love this place, and I love how open my colleagues are willing to be with each other.

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Chelsea Sierra Voss

@csvoss

4 years

hunting for shiny new accounts to follow by searching for “astral codex ten”

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Chelsea Sierra Voss

@csvoss

10 months

I urge the board to consider the real and tangible value for humanity that we have created for millions of people. I choose to continue building with these excellent leaders.

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Chelsea Sierra Voss

@csvoss

2 years

I joined OpenAI with a primarily engineering background. Just last year I got to ship code for such wide-ranging efforts as our interpretability research, the Codex launch, and evals for DALL-E 1. @sama 's right: we have so much work to do that engineers can help with. Join us!

Sam Altman

@sama

2 years

In particular, this is a great time in the field to have a lot of impact as an engineer. Everything we release--GPT-3, Dall-e, Codex--is just a mile marker and we have a roadmap to make them 10x better. Please come help us do it. DMs open!

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Chelsea Sierra Voss

@csvoss

1 year

Stop trying to make foom happen. It’s not gonna happen

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Chelsea Sierra Voss

@csvoss

4 months

I am excited about rapha’s excitement

rapha gontijo lopes

@rapha_gl

4 months

i am excited about mo’s excitement

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Chelsea Sierra Voss

@csvoss

1 year

@HiFromMichaelV Ah, the key is that only 400 students in the US qualified to take the Semifinal Exam in 2020. Only one student that year achieved a score higher than GPT-4’s.

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Chelsea Sierra Voss

@csvoss

10 months

I think the good fruits of their hard work are self-evident, in the real value that we have brought to the world.

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Chelsea Sierra Voss

@csvoss

1 year

what’s stopping you from having Copper Age breakfast anon?

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Chelsea Sierra Voss

@csvoss

10 months

@sama 🩶

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Chelsea Sierra Voss

@csvoss

10 months

I had a formative moment early in my career when, as a young rationalist working at my first job, an EA colleague there who I deeply respect noticed some cliquishness I was giving off, and gently reminded me to remember to listen to my other colleagues, whether EA or no.

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Chelsea Sierra Voss

@csvoss

3 years

New lenses – tools for seeing more detail more clearly –are essential for any scientific endeavor, and this new Circuits article by @mpetrov et al. provides us with an incredibly crisp example of why.

Distill

@distillpub

3 years

Weight Banding — A new Distill article by @mpetrov , @csvoss , @ludwigschubert , @nickcammarata , @gabeeegoooh , and @ch402 . This is the ninth article in the Circuits thread.

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Chelsea Sierra Voss

@csvoss

10 months

I’ve taken this lesson into the rest of my career. I think the OpenAI leadership does a very good job navigating the challenges of running a large and diverse organization, and that they exemplify the virtue of listening to all perspectives and choosing the right path forward.

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Chelsea Sierra Voss

@csvoss

11 days

considering getting back into bouldering again *just* to have enough grip strength to be able to give your friends high-quality shoulder massages: the san francisco story

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Chelsea Sierra Voss

@csvoss

2 years

One big lesson I learned from AI interpretability work is that it’s not so simple for any given claim about model behavior to actually hold out and prove itself as a productive causal theory. One must design experiments with care, and interpret the results rigorously.

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Chelsea Sierra Voss

@csvoss

2 years

We've built something new – try it out!

OpenAI

@OpenAI

2 years

Try talking with ChatGPT, our new AI system which is optimized for dialogue. Your feedback will help us improve it.

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Chelsea Sierra Voss

@csvoss

14 days

what are good SF third spaces?

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Chelsea Sierra Voss

@csvoss

5 years

the spookiest

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Chelsea Sierra Voss

@csvoss

5 years

This entire time I’ve been on a commute that takes the 23 bus, and today I learned that this is what you get if you follow it all the way to the end

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Chelsea Sierra Voss

@csvoss

3 years

@MelancholyYuga The puzzle book I was reading as a kid didn’t say anything about statistics, but stated quite bluntly that girls cannot rotate the shapes. I can rotate the shapes.

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Chelsea Sierra Voss

@csvoss

4 years

"...or about 25 times higher than the median valuation for seed rounds." W H A T Congratulations to @Conaw , @hashbrown490 , and Victoria on the incredible @RoamResearch raise!

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Chelsea Sierra Voss

@csvoss

3 years

Time flies; this is happening in 10 hours! Join us at 10am PT and try out Codex:

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Chelsea Sierra Voss

@csvoss

4 years

New Circuits piece! This article dives deeply into a certain type of neuron we find in early vision, and demonstrates how to characterize those neurons' structure, function, and circuits using interpretability techniques.

Distill

@distillpub

4 years

High-Low Frequency Detectors — A new Distill article by @ludwigschubert , @csvoss , and @ch402 . This is the fifth article in the circuits thread.

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Chelsea Sierra Voss

@csvoss

5 years

Had lunch with @robinhanson ! I asked about healthcare; he described a system to incentivize preventative medicine by combining health and life insurance (and how lessons from The Elephant in the Brain apply!)

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Chelsea Sierra Voss

@csvoss

10 months

@sama 🫡

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Chelsea Sierra Voss

@csvoss

3 years

“The Reverend Mother must combine the seductive wiles of a courtesan with the untouchable majesty of a virgin goddess, holding these attributes in tension so long as the powers of her youth endure…

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Chelsea Sierra Voss

@csvoss

4 years

My post was given a shoutout by @MargRev !! 🤩 Thanks, @tylercowen !

Chelsea Sierra Voss

@csvoss

4 years

New blog post! If you're interested in deeply understanding biological systems, you might like it.

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Chelsea Sierra Voss

@csvoss

2 months

While we don’t yet have full-brain emulation, LLMs will start to tackle the same sorts of tasks that emulated minds would. Same economic niche. And the idea that automated intelligence would need to be bootstrapped from human-generated data has proven to be a true prediction.

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Chelsea Sierra Voss

@csvoss

1 year

I will be there! Come build some ChatGPT plugins, and give us your feedback on the developer experience!

anton (𝔴𝔞𝔯𝔱𝔦𝔪𝔢)

@atroyn

1 year

we are running the first ever chatgpt plugins hackathon, with support from @OpenAI we have 100 open spots for people to receive early access to chatgpt plugins development. this weekend, two days (4/8 - 4/9), in san francisco. there will be prizes!

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Chelsea Sierra Voss

@csvoss

4 years

Now instead of having to repeat the same manifesto over and over again to folks about why I like @zulip more than Slack, I can just refer people to @b0rk ‘s comic

🔎Julia Evans🔍

@b0rk

6 years

zulip: chat software I love (!)

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@csvoss

5 years

Today’s xkcd is an excellent demonstration of the kind of problems that @jeanqasaur researches:

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@csvoss

4 years

autumn | winter

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Chelsea Sierra Voss

@csvoss

5 years

I am the ceo of Twitter now. Bow before me or die

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Chelsea Sierra Voss

@csvoss

4 years

The coolness of dragons is self-evident and requires no proof

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Chelsea Sierra Voss

@csvoss

5 years

I wrote some reflections on what Pilot has taught me about organizational effectiveness:

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@csvoss

4 years

@Conaw @RoamResearch Considering Osterweil's four freedoms of play: 1) freedom to experiment 2) freedom to fail 3) freedom to try on new identities 4) freedom of effort ––one of Roam's strengths IMO is that it exhibits all four.

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Chelsea Sierra Voss

@csvoss

3 years

“I feel half an urge to hibernate and half an urge to be awake.” “Inside you there are two bears.”

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Chelsea Sierra Voss

@csvoss

3 years

We're really excited to share this competition – and Codex – with you! , Thursday, 10AM–1PM PT. Be sure to join on time if you want to get into the competitive spirit – the public leaderboard will be based on the absolute time since the contest begins!

Greg Brockman

@gdb

3 years

Top 500 finishers will receive OpenAI T-shirts! Looking forward to everyone getting to experience Codex for themselves, in a Python programming competition where everyone can ask Codex for some assistance.

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Chelsea Sierra Voss

@csvoss

5 years

“The Zensunni approach to birth... is to wait without purpose in the state of highest tension. Do not compete with what is happening. To compete is to prepare for failure. Do not be trapped by the need to achieve anything. This way, you achieve everything.” — Dune Messiah

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@csvoss

3 years

Bonus: handmade “pain” box demonstrating the thermal grill illusion. Will you face the gom jabbar?

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Chelsea Sierra Voss

@csvoss

3 years

@aaron_etc @JeffLadish @benlandautaylor “Fortunately for this work, the :vince3: glyph is clarified in a sidenote among the Collected Tweets of Landau-Taylor [12], in which Ladish [13] requests its meaning, and Aaron [14] responds. Other scholars [15] have deciphered :vince4:, but :vince5: [16] is lost to history.”

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Chelsea Sierra Voss

@csvoss

1 year

“Impressively, GPT-4 surpasses average human performance on SAT, LSAT, and math competitions, attaining a 95% accuracy rate on the SAT Math test and a 92.5% accuracy on the English test of the Chinese national college entrance exam.”

Aran Komatsuzaki

@arankomatsuzaki

1 year

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models GPT-4 surpasses average human perf on SAT, LSAT, and math competitions, attaining 95% on SAT Math. repo: abs:

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Chelsea Sierra Voss

@csvoss

3 years

“Any theorem foolish enough to instantiate you, you have control over.” - notes from a conversation with @So8res , 2017

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Chelsea Sierra Voss

@csvoss

3 years

If the second "STOP!" on the billboard also contributes weight towards the hypothesis "stop sign," I wonder if this is an in-the-wild example of a typographic attack.

Andy Weedman

@andyweedman

3 years

⁦ @karpathy ⁩ ⁦ @elonmusk ⁩ ⁦ @DirtyTesla ⁩ here is a fun edge case. My car kept slamming on the brakes in this area with no stop sign. After a few drives I noticed the billboard.

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Chelsea Sierra Voss

@csvoss

5 years

On the first page, an excerpt from a postcard from Alan Turing to Robin Gandy, a British mathematician and his friend and student. “The Universe is the interior of the Light Cone of the Creation. Science is a Differential Equation. Religion is a Boundary Condition.”

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Chelsea Sierra Voss

@csvoss

4 years

@uncatherio Here there be frames!

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Chelsea Sierra Voss

@csvoss

5 years

GLOWY BRAIN: go to laundromat, bring DISINFECTING WIPES, disinfect the doorknobs and the washing and drying machines and the quarter machine for EVERYBODY ELSE WHERE IS YOUR VIRUS NOW

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Chelsea Sierra Voss

@csvoss

10 months

@willdepue Concerning

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Chelsea Sierra Voss

@csvoss

4 years

"Implicitly and explicitly, I was asked to trust—and did trust—the interlocking system of technology and humans." One of the most valuable lessons about systems safety. Defense in depth: design with fallibility in mind.

Saffron Huang

@saffronhuang

4 years

This emotional taste of profound fragility is something I have to be grateful for, at some level. And the fact that it came at the hands of a mildly autonomous machine and a badly trained employee reminds me of the importance of building safe technology, particularly safe AI.

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Chelsea Sierra Voss

@csvoss

2 years

I love my job and we are hiring. Come work with me!

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Chelsea Sierra Voss

@csvoss

4 years

“Spiders Georg is the most important contribution to popular epistemology of the last decade.” – @benlandautaylor

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Chelsea Sierra Voss

@csvoss

5 years

I have always been slightly sad that my degree is "Master of Engineering (M.Eng.)" and not "Mistress of Engineering (M.Eng.)"

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@csvoss

2 years

@Aella_Girl excruciatingly correct; this is how I need to learn anything, too

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@csvoss

4 months

the Entscheidungsproblem was AGI before AGI was AGI

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Chelsea Sierra Voss

@csvoss

5 years

I'm reading through "Tackling Climate Change with Machine Learning" () after catching up with @david_rolnick today. This is a damn thorough paper – 53 pages of content. It's basically trying to define a new field.

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Chelsea Sierra Voss

@csvoss

5 years

In the past year, I enjoyed reading: - The Effective Engineer by @edmondlau - Great Founder Theory by @SamoBurja - Axiomatic by @gregeganSF - Kushiel's Dart by @JCareyAuthor - The Crystal Society trilogy by @raelifin - Difficult Conversations by Stone, Heen, and Patton

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Chelsea Sierra Voss

@csvoss

5 years

One of my housemates got this hilarious/amazing “vitality swing” device, and I was trying it out last night when the earthquake happened. me, on the ground, my ankles being vigorously centrifuged: woobly woobly woobly woobly! housemates: woah! did you feel that? me: feel what?

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Chelsea Sierra Voss

@csvoss

9 months

“Early OpenAI was an incubator of live players… remarkable human capital has been forged by these events and this organization.” — @SamoBurja

Samo Burja

@SamoBurja

9 months

Live Players with Samo Burja and Erik Torenberg Excited to share the first episode of the new show I'm co-hosting with @eriktorenberg . We talk about what live players are and how they reshape society, with examples like Peter Thiel & George Soros.

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Chelsea Sierra Voss

@csvoss

3 years

@WilliamAEden Wow this makes me so mad

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Chelsea Sierra Voss

@csvoss

3 years

@alexeyguzey Put on the Pacific Rim intro theme, and bam

Pacific Rim OST Soundtrack - 01 - MAIN THEME by Ramin Djawadi

This is the Main Theme of Pacific Rim !

www.youtube.com

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Chelsea Sierra Voss

@csvoss

5 years

Beginnings are such delicate times.

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Chelsea Sierra Voss

@csvoss

3 years

@WilliamAEden There goes the only compound I knew to recommend people for alcohol harm reduction

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Chelsea Sierra Voss

@csvoss

1 year

@tszzl here’s a nice palate cleanser that Twitter kindly put right next in my feed, to get the weird taste out

Grant Slatton

@GrantSlatton

1 year

Talked to a neuroscience researcher friend who leads a lab here in Seattle. I knew his team had been using ChatGPT a lot since it was released, but was interesting to catch up now that it's been a few months. Some notes below about use outside of tech for those curious.

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Chelsea Sierra Voss

@csvoss

5 years

Because this isn't an individual game, it's a community one.

Chelsea Sierra Voss

@csvoss

5 years

GLOWY BRAIN: go to laundromat, bring DISINFECTING WIPES, disinfect the doorknobs and the washing and drying machines and the quarter machine for EVERYBODY ELSE WHERE IS YOUR VIRUS NOW

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@csvoss

4 years

Any sufficiently real dragon just becomes a new type of dinosaur, exactly like how sufficiently mature subfields of philosophy become new sciences, and sufficiently applicable discoveries in theoretical math become new applied fields of math

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Chelsea Sierra Voss

@csvoss

4 years

Shoutout also to @RoamResearch and to @benchling each for useful tooling 🛠

Chelsea Sierra Voss

@csvoss

4 years

A few sessions in @RoamResearch spent banging my head against the problem of how ribosomal frameshift works in the SARS-CoV-2 genome. #roamcult After a wander through the surprising weirdness of tRNA molecular biology, I finally find a 1992 paper that covers exactly what I need!

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Chelsea Sierra Voss

@csvoss

4 years

Meditation: "Practice mindful attention." "Expand your awareness." "Develop acceptance of what is." vs. Playing with small children: You look away for just a moment as Kid 2 does a cute thing. You look back. Kid 1's plate is now suddenly full of cake. You are enlightened.

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Chelsea Sierra Voss

@csvoss

4 years

Alu elements: queering the virus/host binary since 65 million years ago

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Chelsea Sierra Voss

@csvoss

4 years

The devs deliver!

Jason Crawford

@jasoncrawford

4 years

2020 v4.0: RNA vaccines. Our most advanced vaccine technology yet, featuring personalized and locally-sourced biologics: your own cells produce the antigen! Supported: • COVID-19 (private beta) • Many more sure to come in the future.

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Chelsea Sierra Voss

@csvoss

5 years

I, too, use math for words.

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Chelsea Sierra Voss

@csvoss

5 years

New blog post. “If you meet me in person, you might notice that I’m carrying around one of these knitting projects. Both projects bear patterns that are imbued with deeper mathematical stories. [...]”