HaukeHi
Crystallised intelligence increases with age.
Your comparative advantage changes.
An Interactive Shapley Value Explainer
LLM Applications I Want to See
Should we break up Google DeepMind?
At one point, German subsidies drove ~⅓ of the global solar adoption, ~86% of which occurred outside Germany (6x) - see https://founderspledge.com/stories/changing-landscape#fnref1
Mins on Public Transport ≈ 10√X KM
Trends in GPU Price-Performance
Corporations are kind of like AIs, if you squint. How hard do you have to squint though, and is it worth it? In this video we ask: Are corporations artificial general superintelligences?
Also see Karl Sims 'Creatures' from the 90s: youtube.com/watch?v=JBgG_VSP7f8 or OpenAI's Multi-Agent Hide and Seek: youtube.com/watch?v=kopoLzvh5jY
Evolution? 2.5bn years ago stromatolites changed the atmosphere from a CO2-rich to O2-rich through photosynthesis, because they had no competition. Now plants dominate the earth (≈450 Gt C, the dominant kingdom), then animals (≈2 Gt C, mainly marine, and bacteria (≈70 Gt C) and archaea (≈7 Gt C).
In 2020, global human-made mass exceeded all living biomass ( nature.com/articles/s41586-020-3010-5).
Russia's cloud providers: Amazon, Microsoft, Google dominate
Examples of Specification Gaming in ML
However, this test has been called imprecise (https://journals.sagepub.com/doi/abs/10.2500/ajra.2017.31.44...).
If the paper is true, one could do spot checks today to estimate the true IFR in every country tomorrow on a shoestring budget.
https://www.statnews.com/2020/03/17/a-fiasco-in-the-making-a...
Depending on the results that might save trillions of dollars.
Ask HN: Detect Coronavirus Fever via Webcam?
I have an idea for creating an open-source zero marginal cost, digital thermometer to detect coronavirus. Can you help?Here's the idea:1. Heart rate can be estimated via (webcam) video of someone’s face with high accuracy (even with poor video quality).[1],[2]2. This heart rate can then be used to estimate core temperature with high accuracy.[3],[4]3. Fever (body temperature ≥38°C) [5] is the...
Remote Monitoring of Vital Signs in Using Computer Vision: A Review (2019)
I think it might be worth for people here to reanalyze everything.
The effect sizes seem large and clinically significant.
So this is big if true.
Optimizing respiratory management in resource-limited settings
Vitamin D deficiency worsens Respiratory Tract Infections: Meta-analysis
Climate and Lifestyle Report
Want to fight climate change effectively? Here’s where to donate your money
2019 Global Inventory of Organised Social Media Manipulation
Having skimmed the paper it seems the only thing the authors do and what is peer-reviewed is estimate earth's theoretical maximum capacity for reforestation.
There are few problems:
1) Feasibility: "200 GtC is a technical potential assuming every hectare of forestland on earth is increased to 100% forest cover"
https://twitter.com/hausfath/status/1147190442145898496
"An assessment of the biophysical capacity for restoring global tree cover provides a necessary but insufficient foundation for evaluating where tree cover can be feasibly increased. The kinds of trees as well as how and where they are grown determine how and which people benefit. In some contexts, increasing tree cover can elevate fire risk, decrease water supplies, and cause crop damage by wildlife. Reforestation programs often favor single-species tree plantations over restoring native forest ecosystems. This approach can generate negative consequences for biodiversity and carbon storage (5), threaten food and land security, and exacerbate social inequities. How restored lands are governed determines how reforestation costs and benefits are distributed."
https://science.sciencemag.org/content/365/6448/24
There are no dollar signs or economic feasibility analysis in that paper. So the people who wrote it just cited some number that is not peer-reviewed and even if loosely based on previous numbers might not work at the scale.
--
2) There seems to be no scientific consensus how much (or even if!) new trees are a GHG sink on net. Some legitimate papers even suggests that new trees could be a net GHG source. (the paper does not make any new contributions to this question and I think just assumes that trees absorb GHG).
For instance, see this recent paper in Nature communications:
a) "Limited capacity of tree growth to mitigate the global greenhouse effect under predicted warming" https://www.nature.com/articles/s41467-019-10174-4
b) this recent paper in PNAS (top journal as well)
"On-going carbon uptake due to forest demography is large, but much smaller than previous influential estimates have suggested. Contrary to previous findings, these latest data sources indicate that the sink is predominantly in mid-high latitude, rather than tropical, forests.
https://www.pnas.org/content/116/10/4382.short"
from
https://forum.effectivealtruism.org/posts/xY3iSgDRHidue8J7C/...