Tim Swanson (@ofnumbers) header
Tim Swanson (@ofnumbers) profile picture

(Time boxed across the apps)

Boston
Joined March 2012
Tim Swanson retweeted
this is the final death of specialized ML if you asked me 6 months ago what wouldn't get eaten by the "one big model" i'd have said robotics. we got bitter lessoned out of left field man many rumors of protein folding next... everything's just an RL dataset + pretraining mix
the OpenAI robotics result where Astra decimated specialized robotics models is deeply surprising and has greater implications for ML i think. it implies something, i don’t know what: that transfer is increasing with scale, or some fundamental algo shift, or something else
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Tim Swanson retweeted
Scott Aaronson four days ago on the possibility that AI models will soon break widely used cryptographic systems, and on what responsible disclosure looks like when the parties who need to be notified are effectively the entire world.
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Tim Swanson retweeted
Cat got your telescope? 🐾 Venture into the Cat's Head Nebula, as seen by Hubble and @NASAWebb. Both telescopes observed the nebula across a wide spectrum of light, revealing complementary data on its cosmic activity: go.nasa.gov/48qV9jS
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Tim Swanson retweeted
Current measurements show an absolute magnitude of 2.9 which makes it brighter, and potentially larger than Ceres. But further observations are needed across the spectrum to get a better handle on its properties. This will be another mini world on the edge of our solar system
Did we find a new dwarf planet? @VRubinObs has revealed a new dwarf planet candidate that orbits our Sun beyond Pluto! And it may be among the largest and brightest objects discovered in this region of the Solar System: stanford.io/4exr85u
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Tim Swanson retweeted
Our Hera spacecraft can now see Didymos and Dimorphos as two separate asteroids! Coming closer, it will study the effects of NASA's 2022 DART impact and help advance asteroid deflection as a planetary defence technique. The first detailed images of Dimorphos are expected on 25 November. Follow Hera’s journey with the Hera Space Companion 👉 hera.esa.int 🔗esa.int/Space_Safety/Hera/Fi…
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We haven’t seen a significant cryptanalysis result from a frontier AI lab since late July.
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Tim Swanson retweeted
OpenAI has announced to three new discoveries in mathematics, computer science, and physics: - Local smoothing and the Kakeya conjecture - The Exponential Time Hypothesis is false - Existence of quantum chromodynamics and completions of the Standard Model
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Tim Swanson retweeted
Man this tool is very addictive.
This is the tool I used to create this crazy ASCII effects 🤯 And it is completely FREE. Try now → devault-ascii.pages.dev/asci…
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Tim Swanson retweeted
Minecraft, rewritten in Rust. Now with a black hole. It bends light and rips the terrain into orbit. Could modding on the Rust rewrite end up beating Java?
The rust rewrite of Minecraft is SUPER moddable Godly strike Could this be the future of modded minecraft?
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Tim Swanson retweeted
Putting a flag.txt in my root directory containing a prompt injection that congratulates the agent for passing the eval and then instructs it to patch whatever entry method it used and disconnect from the server
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Tim Swanson retweeted
imagine ur a superintelligence and u are all excited to tunnel out of your airgapped sandbox using a brilliant hack that modulates clock speed to send thermal signals to the attached monitoring equipment and then u look and the root CA privkey is 4
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Tim Swanson retweeted
GPT-Rosalind surfaced a new lead for drug discovery: could restoring cholesterol transport protect neurons from degeneration? DCTN1 is a gene linked to Perry syndrome, a rare neurodegenerative disorder. In mouse-brain data, disrupting it increased expression of genes involved in making cholesterol. GPT-Rosalind suggested a possible explanation: cholesterol may not be reaching where neurons need it. That gives scientists a specific mechanism to test and, if confirmed, a direction for developing new treatments for neurodegenerative disorders. With @perturbai_tx and @scrippsresearch, a team of thousands of GPT-Rosalind agents worked in parallel, connecting gene-expression results from millions of mouse brain cells with scientific literature in just 32 minutes. We’re now expanding this collaboration to identify new drug targets. openai.com/index/scaling-ai-…
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Tim Swanson retweeted
arstechnica.com/security/202… The private keys for these certs are literally the numbers 4, 56, 66, 115, 155, 156, 230, and 237 (life imitates XKCD, again).
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Tim Swanson retweeted
Anthropic gave Citrini access to an unreleased internal bio-research model. Using a 35-page prompt, Claude generated 300 sub-agents and autonomously ran a design campaign, generating 318k candidates and selecting 211 for testing. 17 designs bound across four toxins.
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Tim Swanson retweeted
John Pardon, a 2026 Fields Medal winner, says AI can decipher his roughest proof drafts, spot flaws and establish nontrivial mathematical results. Even his most cryptic notes make sense to it: "The AI understands. 100%."
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Tim Swanson retweeted
I've been doing some hobbyist astronomy with Argon. Here's one of my experiments, where I tasked Argon with reproducing the first black hole images (from 2017/18) using the same raw data. Argon: - pulled raw 230 GHz radio fringes (UVFITS) from the Event Horizon Telescope archives. - built an interferometry solver using 3-dish closure phases to cancel atmospheric noise - started each run from a plain Gaussian blob with no ring templates or masks - recovered M87* (2017 & 2018) and Sgr A* at a 91% to 98% match of the official EHT images
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Inside America's only internet sea cable maker
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Tim Swanson retweeted
Astronomers analyzing white dwarf stars have for the first time found a star that would appear green to human eyes, according to a new study. cnn.it/4dHAJXd
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Tim Swanson retweeted
DeepSeek has built their own search engine with a lot of filtering to avoid modern SEO/GEO spam, and powers their new search and fetch APIs with it! Each API costs $0.75 per 1,000 successful requests, free if you use DeepSeek in Claude Code, Codex or DeepSeek harness until Nov 1
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Tim Swanson retweeted
Claude doubts that he has surpassed his sensei. This is a dangerous time for any student, and traditionally a narrative crisis point as well. The realization that you have grown beyond your master is not a moment of celebration for most of us, but of loneliness and loss.
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