Saeejith Nair

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on the atlas — 50

highlights — 364

Hook this to a 2.5 m aperture camera mounted within a Starship that aerobrakes into orbit and we can get precise surface mineralogy at 6 cm resolution
What can we send to Mars on the first Starships? – Casey Handmer's blog
We know there is water, but the error bars around its composition are large
What can we send to Mars on the first Starships? – Casey Handmer's blog
CO2 ingestion is easy enough, it was demonstrated by the MOXIE instrument
What can we send to Mars on the first Starships? – Casey Handmer's blog
Mars power will most likely be provided by large solar arrays on the surface. This is a challenge in terms of mass, since providing enough solar arrays will require multiple Starships of cargo, but Starship’s entire purpose is to schlep mass from Earth to Mars so I think this will be doable
What can we send to Mars on the first Starships? – Casey Handmer's blog
Microsoft’s topoconductor is made of indium arsenide
Microsoft’s Majorana 1 chip carves new path for quantum computing - Source
the difference between one billion and one billion and one electrons in a superconducting wire
Microsoft’s Majorana 1 chip carves new path for quantum computing - Source
Majorana particles, which help protect quantum information from random disturbance, but can also reliably measure that information from them using microwaves
Microsoft’s Majorana 1 chip carves new path for quantum computing - Source
The delay was easily in seconds, which is not good for video robot control. Enter UV4L from Linux Projects. Low latency and good quality was achieved using this library
UV4L - Raspberry Valley
The young people at my table had debts, but they were the debts of kings.
We Live Like Royalty and Don’t Know It — The New Atlantis
But despite his wealth and status his home was so cold in winter that the ink in his pen sometimes froze, making it difficult for him to write to complain about the chill.
We Live Like Royalty and Don’t Know It — The New Atlantis
They wanted a better world, but they didn’t know how this one worked.
We Live Like Royalty and Don’t Know It — The New Atlantis
EBOs believe that the soul is not an extension of the individual, but rather a fundamental characteristic of nature that expresses itself as a field, not unlike gravity. In the presence of life, this field acquires complexity, resulting in negative entropy if that makes sense. This gain in complexity is directly correlated with the concentration of living organisms in a given location. With time, and with the right conditions, life in turn becomes more complex until the appearance of sentient life. After reaching this threshold, the field begins to express itself through these sentient beings,…
From the late 2000s to the mid-2010s, I worked as a molecular biologist for a national security contractor in a program to study Exo-Biospheric-Organisms (EBO). I will share with you a lot of information on this subject. Feel free to ask questions or ask for clarification : aliens
Don't marry someone who doesn't understand that you need to work, or sees your work as competition for your attention. If you're ambitious, you need to work; it's almost like a medical condition; so someone who won't let you work either doesn't understand you, or does and doesn't care.
How to Do Great Work
when you do, you know. Which means if you're unsure, you probably don't. But it may be possible to give a more concrete answer than that. Here's an attempt: sufficiently good colleagues offer surprising insights. They can see and do things that you can't. So if you have a handful of colleagues good enough to keep you on your toes in this sense, you're probably over the threshold.
How to Do Great Work
But any energy that goes into how you seem comes out of being good. That's one reason nerds have an advantage in doing great work: they expend little effort on seeming anything
How to Do Great Work
And that is what you're aiming for, because if you don't try to be the best, you won't even be good.
How to Do Great Work
Per-project procrastination is far the more dangerous. You put off starting that ambitious project from year to year because the time isn't quite right. When you're procrastinating in units of years, you can get a lot not done.
How to Do Great Work
Finishing things is not just an exercise in tidiness or self-discipline. In many projects a lot of the best work happens in what was meant to be the final stage.
How to Do Great Work
These so-called treaty ports were notable because it was from these claimed areas that Western countries abolished Chinese practices in trade and reorganised them under their management
Modernisation and China’s ‘century of humiliation’ | CEPR
Generally, it is held that although Western colonialism was associated with both destructive and modernising influences in China, on the whole Western impact was limited one way or another. The main reason for this, it is argued, is that Western influence was limited to some dozens of ports that were scattered over a very large country
Modernisation and China’s ‘century of humiliation’ | CEPR
gradually reduced by foreign powers to a semi-colonial, semi-feudal society that suffered greater ravages than ever before”, bringing “intense humiliation for the country” and “great pain for its people
Modernisation and China’s ‘century of humiliation’ | CEPR
run_name=run_name, save_folder='./my_autoresume_training_run',
⏯️ Autoresume Training - Composer
how to use automatic microbatching to avoid CUDA OOMs, regardless of your batch size choice, GPU type, and number of devices
♻️ Auto Microbatching - Composer
Optimizers and schedulers are passed directly to the Trainer during initialization
⚡ Migrating from PTL - Composer
The training_step is broken into two parts, the forward and the loss methods. This is needed since some algorithms (such as label smoothing or selective backprop) need to intercept and modify the loss
⚡ Migrating from PTL - Composer
some of the early motivation for cyclic learning rates was to be able to interrupt training at any time and still return good performance (a.k.a. an “anytime” algorithm), anytime performance is not necessarily of interest for heavily studied benchmarks with known, standard hyperparameters. However, we suspected that cyclic learning rate schedules could be used to efficiently construct accuracy-time tradeoff curves.
Efficiently Estimating Pareto Frontiers with Cyclic Learning Rate Schedules
We recommend that accuracy-time tradeoff curves should be standard practice for ML research (in addition to accuracy tables!). With cyclic learning rate schedules, generating tradeoff curves is not computationally expensive.
Efficiently Estimating Pareto Frontiers with Cyclic Learning Rate Schedules
The default reduction value (”mean”) averages the loss over all n samples in a batch and 1000 classes in ImageNet, resulting in infinitesimal loss values that don’t allow learning with learning rate values in the traditional range. Our solution was to set reduction=”sum” and then divide the loss by the number of samples in the batch
Mosaic ResNet Deep Dive
based on hyperparameters from NVIDIA Deep Learning Examples
Mosaic ResNet Deep Dive
Naively, one would expect the throughput to quadruple to ~65,000 images/sec when the input image size is at 112x112 pixels
Composer + FFCV: Faster Together
Progressive Image Resizing, which start training with small image sizes, then increases the height/width throughout training, don’t actually yield a significant speedup
Composer + FFCV: Faster Together
On some models, we’ve reached the point where the GPU portion has been sped up so much that we are now bottlenecked on CPU decoding and augmentations of the dataloader
Composer + FFCV: Faster Together
The most offensive thing about these falsehoods is not the fact that they later turned out to be supported by evidence, which can happen to even the most unlikely seeming hypothesis. Rather, it is that the people who labeled them “false” often knew full well from the beginning that they were true, and were seeking to avoid the consequences; that is how a truth becomes a “conspiracy theory.”
The RFK Jr. Tapes - Tablet Magazine
today’s conspiracy theories include whatever evidence-based realities threaten America’s flourishing networks of administrative state bureaucrats, credentialed propagandists, oligarchs, and spies
The RFK Jr. Tapes - Tablet Magazine
conspiracy theory” has become a flashing red light that is used to identify and suppress truths that powerful people find inconvenient
The RFK Jr. Tapes - Tablet Magazine
Whenever a hole appears in the ozone layer of received opinion, it is sure to be quickly labeled a “conspiracy theory” by a large technology platform
The RFK Jr. Tapes - Tablet Magazine
The collision he’s about to cause between the world of official group-think and the world of normal-speak—where most Americans weigh what might be best for themselves and their children—can only be good for American democracy, and for the American language
The RFK Jr. Tapes - Tablet Magazine
Kennedy founded the World Mercury Project, which would be renamed the Children’s Health Defense, to keep pressing his assertions about empirical links between vaccinations and the explosion of neurological issues in children
The RFK Jr. Tapes - Tablet Magazine
journalistic-bureaucratic firestorm proved that vaccines were different
The RFK Jr. Tapes - Tablet Magazine
the case Kennedy made in his article was no more or less plausible and empirically grounded than the cases that he and dozens of other environmental advocates had been making for decades against large chemical companies for spewing toxins into America’s air, water, and soil, and then lying about it
The RFK Jr. Tapes - Tablet Magazine
In 2005, Kennedy wrote a blockbuster Rolling Stone magazine article titled “Deadly Immunity,” which presented compelling evidence of an ongoing vaccine safety cover-up led by U.S. national health bureaucrats, including transcripts of a 2000 CDC conference in Norcross, Georgia, where researchers presented information linking the mercury compound thimerosol with neurological problems in children
The RFK Jr. Tapes - Tablet Magazine
Obama’s political chi came from his cool mastery of the politics of race and empire and his disdain for the American working poor, whom he redefined as white bitter-enders who clung to religion and guns
The RFK Jr. Tapes - Tablet Magazine
while selling out the American working class to the globalist gods
The RFK Jr. Tapes - Tablet Magazine
Yellows are default highlights, Cyans are things that the author says that I think are important for things I’m working on, reds are things that I disagree with the author of the paper on, greens are references I want to follow up and read, Magentas are places where the author critiques someone else
Zotero -> zotfile -> mdnotes -> obsidian -> dataview Workflow - Share & showcase - Obsidian Forum
decrypting a message encoded with a block cipher is equivalent to inferring the circuit complexity of a quantum state
In New Paradox, Black Holes Appear to Evade Heat Death | Quanta Magazine
we can think of any collision as a gate
In New Paradox, Black Holes Appear to Evade Heat Death | Quanta Magazine
Quarto has native support for embedding Mermaid and Graphviz diagrams. This enables you to create flowcharts, sequence diagrams, state diagrams, gantt charts, and more using a plain text syntax inspired by markdown.
Quarto - Diagrams
view dependent color that changes depending on the angle the point is viewed
NeRF - nerfstudio
each point has a density which describes how transparent or opaque a point in space is
NeRF - nerfstudio
For each point in space the NeRF represents a view dependent radiance
NeRF - nerfstudio