Wondering about, exploring The Path. #toronto #path #416 #walking #exploring (at Metro Toronto Convention Centre) https://www.instagram.com/p/B2xS1maHbkq/?igshid=1xy80z9ps6jef

oozey mess
YOU ARE THE REASON

blake kathryn

tannertan36
we're not kids anymore.

@theartofmadeline
Today's Document
Jules of Nature
he wasn't even looking at me and he found me
RMH

pixel skylines
Sweet Seals For You, Always

Origami Around
Mike Driver
One Nice Bug Per Day

Kaledo Art

titsay
KIROKAZE

let's talk about Bridgerton tea, my ask is open

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@ipedoe
Wondering about, exploring The Path. #toronto #path #416 #walking #exploring (at Metro Toronto Convention Centre) https://www.instagram.com/p/B2xS1maHbkq/?igshid=1xy80z9ps6jef

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What is almost certainly happening with Tumblr’s image classifier is that they’ve deployed the bot entirely untrained, and are relying on user complaints to train it what NSFW content on tumblr looks like.
Making people participate in their own censorship in this way and punishing them with the threat of being silenced even if in compliance with the rules should they not participate, is, IMHO, abuse of their userbase.
Source: I’ve worked for three different top-five social networks, and at all of them this type of work would have been done by making the userbase do it as much as possible.
Please signal boost. I don’t care if you reblog or repost, just get the word out so that people know what they’re doing as they interect with this thing.
My twitter is @soren_tycho (nsfw, sfw account coming soon) and my github username is sorentycho.
Just chiming in as a machine learning expert, this is almost certainly the case (and knowing tumblr, they weren’t even smart enough to throw in pre-trained weights)
I don’t remember agreeing to beta test 🤔
A well known AI blogger I follow also supports this theory.
Okay so what I am hearing here is that if we really want to be assholes and fuck with tumblr then we should ask for review even on flagged posts that are legitimately NSFW?
Fuck with their robot training/ using us as laboratory rats by being the worst possible laboratory rats?
@sorensfw @janothar
The review process will catch it and clean the data, but it WOULD put more strain on whatever humans they have there. Though those humans won’t be the people responsible, they’ll be minimum wage people, so…
Catch: there is mounting evidence that there aren’t any human reviewers - most notably, I’ve seen a post about a basket of mushrooms being rejected on appeal. Confusing matters even more, I’ve had two copies of visually identical images handled differently - an unedited version approved, and a version with text steganographically embedded in it rejected.
I’ve been told elsewhere that this in fact pretty much confirms the backup-bot theory.
Hi, my name is not... #walking #randomshot #sidewalk #litter (at Toronto, Ontario)
Walking home. #toronto #amwalking
The Creative Act of Listening to a Talking Frog
Kermit the Frog gives a talk on creativity and creative risk-taking
did a puppet just fucking give some of the best advice ever.
I hope you heard this in Kermit’s voice, just like I did.

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
Don’t stare at the sun during the solar eclipse today.
Photos Showing That Angle Is Everything.
this is pissing me off
this shit made me mad
Oh hey it’s Doug.
Have you ever wondered where books come from?
Well then, let me show you, because that’s what I do for a living.
Right now, it’s this time of the year, and the little ones have just freshly hatched:
You’ll notice they’re still blind and naked when they hatch. So I make them little coats to keep them warm during their first winter:
See how they happily line up to put them on:
See? Better. Now they’re ready to go and explore the world.
And if they make it through the winter and we take good care of them, they will grow up to be strong and wise like their older fellows:
So, in case you were ever wondering, now you know.
As a Publishing Professional I can say that this is 10000% accurate, and I am a little concerned you’re just giving away all of our industry secrets on Tumblr.
I am a famousy awards-winning author of BOOKS and I endorse this post.
Cadbury’s Smash Martians (1970s).
I remember these.

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
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This has been a baby turtle (and tortoise) post.
(Sources: 1 2 3 4 5 6 7 8 9 10)
Bonus:
he screm
#walking #dangersign #toronto #railroad (at Downtown Toronto)
Unloading sugar. I love the smell. Yummy. #walking #sugarrefinery #sugar #ship #perspective #redpathsugar (at Redpath Sugar Refinery)
Rush hour. #toronto #streetphotography #perspective #walking (at Downtown Toronto)

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
First walk about in quite a while. #walking #toronto #cityscape #streetphotography (at Downtown Toronto)
Trippy.