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AI companies are acquiring content across the internet for a variety of purposes in all sorts of ways. There are currently very few regulations giving individuals control over how their content is used by AI platforms. Proposed regulations around the world, like the European Union’s AI Act, would give individuals more control over whether and how their content is utilized by this emerging technology. We support this right regardless of geographic location, so we’re releasing a toggle to opt out of sharing content from your public blogs with third parties, including AI platforms that use this content for model training. We’re also working with partners to ensure you have as much control as possible regarding what content is used.

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If you have concerns, please read through the Help Center doc linked above and contact us via Support if you still have questions.

The conversation around AI is going to get away from us quickly because people lack the language to distinguish types of AI--and it's not their fault. Companies love to slap "AI" on anything they believe can pass for something "intelligent" a computer program is doing. And this muddies the waters when people want to talk about AI when the exact same word covers a wide umbrella and they themselves don't know how to qualify the distinctions within.

I'm a software engineer and not a data scientist, so I'm not exactly at the level of domain expert. But I work with data scientists, and I have at least rudimentary college-level knowledge of machine learning and linear algebra from my CS degree. So I want to give some quick guidance.

What is AI? And what is not AI?

So what's the difference between just a computer program, and an "AI" program? Computers can do a lot of smart things, and companies love the idea of calling anything that seems smart enough "AI", but industry-wise the question of "how smart" a program is has nothing to do with whether it is AI.

A regular, non-AI computer program is procedural, and rigidly defined. I could "program" traffic light behavior that essentially goes { if(light === green) { go(); } else { stop();} }. I've told it in simple and rigid terms what condition to check, and how to behave based on that check. (A better program would have a lot more to check for, like signs and road conditions and pedestrians in the street, and those things will still need to be spelled out.)

An AI traffic light behavior is generated by machine-learning, which simplistically is a huge cranking machine of linear algebra which you feed training data into and it "learns" from. By "learning" I mean it's developing a complex and opaque model of parameters to fit the training data (but not over-fit). In this case the training data probably includes thousands of videos of car behavior at traffic intersections. Through parameter tweaking and model adjustment, data scientists will turn this crank over and over adjusting it to create something which, in very opaque terms, has developed a model that will guess the right behavioral output for any future scenario.

A well-trained model would be fed a green light and know to go, and a red light and know to stop, and 'green but there's a kid in the road' and know to stop. A very very well-trained model can probably do this better than my program above, because it has the capacity to be more adaptive than my rigidly-defined thing if the rigidly-defined program is missing some considerations. But if the AI model makes a wrong choice, it is significantly harder to trace down why exactly it did that.

Because again, the reason it's making this decision may be very opaque. It's like engineering a very specific plinko machine which gets tweaked to be very good at taking a road input and giving the right output. But like if that plinko machine contained millions of pegs and none of them necessarily correlated to anything to do with the road. There's possibly no "if green, go, else stop" to look for. (Maybe there is, for traffic light specifically as that is intentionally very simplistic. But a model trained to recognize written numbers for example likely contains no parameters at all that you could map to ideas a human has like "look for a rigid line in the number". The parameters may be all, to humans, meaningless.)

So, that's basics. Here are some categories of things which get called AI:

"AI" which is just genuinely not AI

There's plenty of software that follows a normal, procedural program defined rigidly, with no linear algebra model training, that companies would love to brand as "AI" because it sounds cool.

Something like motion detection/tracking might be sold as artificially intelligent. But under the covers that can be done as simply as "if some range of pixels changes color by a certain amount, flag as motion"

2. AI which IS genuinely AI, but is not the kind of AI everyone is talking about right now

"AI", by which I mean machine learning using linear algebra, is very good at being fed a lot of training data, and then coming up with an ability to go and categorize real information.

The AI technology that looks at cells and determines whether they're cancer or not, that is using this technology. OCR (Optical Character Recognition) is the technology that can take an image of hand-written text and transcribe it. Again, it's using linear algebra, so yes it's AI.

Many other such examples exist, and have been around for quite a good number of years. They share the genre of technology, which is machine learning models, but these are not the Large Language Model Generative AI that is all over the media. Criticizing these would be like criticizing airplanes when you're actually mad at military drones. It's the same "makes fly in the air" technology but their impact is very different.

3. The AI we ARE talking about. "Chat-gpt" type of Generative AI which uses LLMs ("Large Language Models")

If there was one word I wish people would know in all this, it's LLM (Large Language Model). This describes the KIND of machine learning model that Chat-GPT/midjourney/stablediffusion are fueled by. They're so extremely powerfully trained on human language that they can take an input of conversational language and create a predictive output that is human coherent. (I am less certain what additional technology fuels art-creation, specifically, but considering the AI art generation has risen hand-in-hand with the advent of powerful LLM, I'm at least confident in saying it is still corely LLM).

This technology isn't exactly brand new (predictive text has been using it, but more like the mostly innocent and much less successful older sibling of some celebrity, who no one really thinks about.) But the scale and power of LLM-based AI technology is what is new with Chat-GPT.

This is the generative AI, and even better, the large language model generative AI.

(Data scientists, feel free to add on or correct anything.)

my advice to you is to never waste your time trying to fit into a club or hobby or any community who makes you beg for acceptance and approval just to participate when you could do the alternative—get involved in a niche and endangered hobby run primarily by old people.

i wanted to learn how to hunt ruffed grouse and train bird dogs so i sent an email to my local chapter of the ruffed grouse society explaining that getting into wildlife groups is intimidating to me because I’m trans

and all they saw was that someone under 60 wanted to learn to hunt grouse & several months into my mentorship I was told that like 7 old guys argued over me until they had to pick a number between 1 and 100 to decide who got to personally mentor me.

imagine vying for the acceptance of some gatekeeping weirdos when your mere interest could be inciting verbal combat among retirees

5 Calls

Call for De-escalation and Ceasefire in Israel and Occupied Palestine ⭑ 5 Calls

Update (01/11/24): Since the beginning of the war with Hamas, the right-wing Netanyahu government has been bombing Gaza indiscriminately, re

if you live in the US, please take 5 minutes today and every day to call your reps and demand they support an immediate and permanent CEASEFIRE in Gaza

here's an additional toolkit for how to stay involved, find protests, etc

how you can help palestine

*i regularly update this post with any new info i find so please always reblog the original post*

Donations

donations currently reaching gaza:

‼️ help buy e-sims for people in gaza

donate to get food packages to gaza - care for gaza

donate direct aid to gaza - ehab rida (longtime activist and volunteer, has been carrying out donations and humanitarian projects in gaza since 2021)

palestine children's relief fund

world food programme

aid to gaza - taawon/bank of palestine

help gaza’s children

urgent humanitarian aid to palestinians - anera

medical aid for palestinians

urgent support for medical professionals in gaza

donate to ahmed (@/90-ghost on tumblr)

he is born, raised and based in gaza. please help him reach his goal of $50K to get his family to safety across the rafah border into egypt. as of right now… it’s $7.5K per person to evacuate gaza.

help journalist yousef escape gaza to treat his cancer

help mohamed evacuate gaza to get treatment for himself and his daughter

support palestinians: buy a keffiyeh from the last and only factory in palestine - hirbawi

secondary donations:

emergency relief for gaza - pious projects

palestine red crescent society

save palestine - islamic relief canada

send medical supplies to gaza - palestinian american medical association

click to donate - arab.org

help bring down israel's weapon trade - palaction

donate for the recovery of hisham awartani

one of the three palestinian students shot by a racist in vermont for wearing kufiyas and speaking arabic. hisham’s injuries have left him paralysed from below the chest.

Petitions

‼️ urge icj to invite gazan journalists to testify

international cultural workers to strike from german cultural institutions for their complicity in oppressing palestinians and promoting genocide - strike germany

petition to investigate war crimes committed by israeli military

demand ceasefire - amnesty international

open call for immediate ceasefire

american government call for immediate ceasefire

american government to stop funding israeli military

ceasefire and increase humanitarian assistance - oxfam au

petition to get canva to address their pro-israel stance

invoke the genocide convention to call for ceasefire in gaza - world beyond war

suspend israel from international sports - diem25

UK to expel israeli ambassador - change.org

gaza healthcare workers for nobel peace prize - change.org

teachers around the world demand ceasefire - teachers for palestine

president whitten: reinstate samia halaby retrospective NOW - action network

location specific petitions

gaza call for lasting ceasefire - oxfam (UK)

end israeli occupation - parliament uk (UK)

email your MP - medical aid for palestine (UK)

protect gaza civilians - islamic relief (UK)

stop fuelling genocide - action network (USA)

@ biden: call for ceasefire now - move on (USA)

ceasefirenow.com - jewishvoiceofpeace (USA)

call congress and demand a ceasefire - uscpr (USA - they provide a script of what you should say, so don't worry about it)

note: you can call everyday. they tally the number of calls per issue. so more calls = higher chance for them to take action. p.s. you mainly go to voicemail so don’t worry about phone call anxiety. fight through it just this once please.

no forced displacement! - action network

australia call on israel to stop attacking palestinians - apan (AUS)

immediate ceasefire and increase in humanitarian aid in gaza - actionaid (AUS)

email your MPs - stand with palestine (AUS)

‼️ australian senate to investigate australian citizens in the IDF for war crimes allegations - fpm (AUS)

‼️ arms embargo on israel - cjpme (CANADA)

sign to send letter to MP for ceasefire - nccm (CANADA)

ceasefire now! - ijv (CANADA)

call on your local mayor and council to demand ceasefire - LeadNow (CANADA)

cessez-le-feu et un couloir humanitaire - le mouvement (FRANCE)

écrivez aux député-es et sénateurs-trices - association france palestine solidarité (FRANCE)

write to your député - assemblée nationale (FRANCE)

skydda civilbefolkningen i gaza! - mittskifte (SWEDEN)

singaporeans call for immediate ceasefire (SIN)

contact your elected reps and demand a ceasefire (GERMANY)

write to the EU demanding a ceasefire (EUROPE)

template of letters you can send (EU)

guide on how to contact your MPs in EU

p.s. if the template is outdated, just use it as a guide and add a few sentences here and there that reflect the current situation. i can’t find any recent templates so :/ at least this is something

multiple actions you can take to help palestine - plant een olifbloom (NETHERLANDS)

includes: links for donations, emails to MP, emails to media, links to petitions and demonstrations

den haag, maak nú werk van vrede in israël/Palestina - the right forum (NETHERLANDS)

māori call for palestine - ourActionStation (NZ)

special visa for palestinians in gaza with family in NZ - NZ parliament/pāremata aotearoa (NZ)

deem israeli actions as war crimes - NZ parliament/pāremata aotearoa (NZ)

basta ao genocídio em Gaza! - awaaz (BRAZIL)

globo e grande mídia, parem de desumanizar civis palestinos - the intercept (BRAZIL)

Campaigns

‼️ justice for palestine

reach out to countries to back up south africa’s invoke genocide convention at the ICJ

‼️ international criminal court

submit evidences of israeli war crimes

friends of al-aqsa

❥ UK-specific

urge your MP to speak up for palestine

hands off al-aqsa

stop administrative detention

petition for UK to stop arming israel

❥ International

boycott puma — email them to end their partnership with israel

boycott coca-cola

palestine action

join the resistance

islamic relief canada

urge your MP to rally for ceasefire

decolonise palestine

poster campaign to raise awareness on the war crimes being committed against palestinians

text/call campaign for people living in USA

text CEASEFIRE @ 51905 to call for a ceasefire

text RESIST @ 50409 to send a letter to your representatives to pass HR3103–a bill that prohibits tax dollars from going to israel

download 5Calls app to contact members of your congress | (more info)

fax campaign for people in the USA

go on this website to send 5 free faxes per day

here’s a link to a pre-written fax copy you can download to send (the first link on the linktree)

here’s a video that explains how to fax your senator (it’s very easy and all you need is a valid email address)

‼️ BDS movement

get involved in boycotting companies associated with israel

palestine diaspora network

global strike guide - join the global strike!

please let me know if you have any more links. i will add them in. and please reblog the original post!!

UPCOMING PROTESTS

PALESTINIAN LITERATURE READING LIST