Nice to discover Judea Pearl ask a fundamental question. What's an 'inductive bias'?
Help! What precisely is "inductive bias"? Some ML researchers are in the opinion that the machine learning category of \u2018inductive biases\u2019 can allow us to build a causal understanding of the world. My Ladder of Causation says: "This is mathematically impossible". Who is right? 1/
— Judea Pearl (@yudapearl) February 14, 2021
More from Carlos E. Perez
I like this short video about living in space. This is because it makes you realize the gaps in your knowledge when you turn off something (i.e. gravity) that you have always assumed to be present.
What does living in space do to the human body? pic.twitter.com/kzIlEEr7pp
— Tech Insider (@techinsider) December 20, 2020
Perhaps we can understand 'abstracting' better if we turn of many assumptions that we unconsciously carry around. Perhaps we need to get rid of the excess baggage that is confusing our thinking about abstraction.
Turning off gravity and living in space is a perfect analogy. We somehow have to turn off a cognitive process to understand the meaning of abstraction.
The first step to divorce ourselves from our habitual cognitive processes is to realize the pervasiveness of 'noun-thinking' .
What is the nature of our (evolved) relationship with viruses? We are literally flooded by them. Welcome to the human virome, with harmful but also beneficial members. Great paper in @sciam "The Viruses Inside You" https://t.co/aWszsNq61d pic.twitter.com/eFsoxV4M9K
— Ricard Sol\xe9 (@ricard_sole) December 12, 2020
What does it mean to treat our individuality as ecologies? We are all ecologies existing in other ecologies. Nature is constantly performing a balancing act across multiple scales of existence.
There are bacteria and viruses that are unique to your ancestry as that of your own DNA. They have lived in symbiosis with your ancestor and will do so for your descendants.
It is an empirical fact that the microbiome in our stomach can influence not only our own moods but also our metabolism and thus our weight and health.
It is also intriguing to know that brains evolved out of stomachs and that our stomachs contain hundreds of millions of neurons. Humans can literally think with their gut.
More from For later read
The DIVERSITY INFORMATION section in yr job application mentions 'legal equality duties'. You then ask "What is your gender identity?" with options
Female
Male
Non-binary
Not-listed
Other
1/13
'Gender identity' is not a protected characteristic under the Equality Act 2010 and is not defined in the Act.
https://t.co/qisFhCiV1u
2/13
Sex is the protected characteristic and the only two possible options for sex are 'Female' and 'Male' as defined in the Act and consistent with biology - 'non-binary' and 'other' are not valid options.
https://t.co/CEJ0gkr6nF
'Gender identity' is not a synonym for sex.
3/13
You then ask "Does your gender identity match your sex registered at birth?"
4/13
Again, 'gender identity' is not a protected characteristic under the Equality Act 2010 and is not defined in the Act.
https://t.co/qisFhCiV1u
5/13
Raise your hand if you\u2019ve lost a case despite having the law, facts, quality lawyering, and justice on your side.
— Jon Feinberg (@JonFeinberg) February 13, 2021
Bail arguments, motions, oral arguments, hearings. Judges don’t know, follow, or care about the law. Prosecutors are willing to take advantage of it. And mandatory minimums, withheld evidence, & pretrial detention coerces people to plead before trial. When theres a jury. A shot.
But defenders still fight. And still win. Most times wins aren’t “Justice.” It’s power of repetition of argument in front of same judges. Introducing those in power to the people they oppress. Not just a RAP sheet or words on a page. Defenders make it harder to be brutal & cruel.
I worked as a public defender at an office as well resourced as any in the country. Social workers, team of investigators, a reentry team, support staff, specialist attorneys in immigration, housing, education, family. Relatively low caseloads (80-100). And yet still injustice.
Most think that balancing the scales of justice means more funding for defenders. Thats part of it. Enough a attorneys to actually be at bail hearings. Wrap around services to be able to help people trapped in the system end up better off in their communities. Lower caseloads.
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One thing I've been noticing about responses to today's column is that many people still don't get how strong the forces behind regional divergence are, and how hard to reverse 1/ https://t.co/Ft2aH1NcQt
— Paul Krugman (@paulkrugman) November 20, 2018
See this thing that @lymanstoneky wrote:
And see this thing that I wrote:
And see this book that @JamesFallows wrote:
And see this other thing that I wrote:
1) UCAS School of physical sciences Professor
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2) UCAS School of mathematical sciences Professor
3) UCAS School of nuclear sciences and technology
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4) UCAS School of astronomy and space sciences
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5) UCAS School of engineering
6) Geotechnical Engineering Teaching and Research Office
https://t.co/jBCJW7UKlQ
7) Multi-scale Mechanics Teaching and Research Section
https://t.co/eqfQnX1LEQ
😎 Microgravity Science Teaching and Research
9) High temperature gas dynamics teaching and research section
https://t.co/tVIdKgTPl3
10) Department of Biomechanics and Medical Engineering
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11) Ocean Engineering Teaching and Research
12) Department of Dynamics and Advanced Manufacturing
https://t.co/42BKXEugGv
13) Refrigeration and Cryogenic Engineering Teaching and Research Office
https://t.co/pZdUXFTvw3
14) Power Machinery and Engineering Teaching and Research