The Problem Here Isn’t That Large Language Models Hallucinate, Lie, Or Misrepresent The World In Some

The problem here isn’t that large language models hallucinate, lie, or misrepresent the world in some way. It’s that they are not designed to represent the world at all; instead, they are designed to convey convincing lines of text. So when they are provided with a database of some sort, they use this, in one way or another, to make their responses more convincing. But they are not in any real way attempting to convey or transmit the information in the database. As Chirag Shah and Emily Bender put it: “Nothing in the design of language models (whose training task is to predict words given context) is actually designed to handle arithmetic, temporal reasoning, etc. To the extent that they sometimes get the right answer to such questions is only because they happened to synthesize relevant strings out of what was in their training data. No reasoning is involved […] Similarly, language models are prone to making stuff up […] because they are not designed to express some underlying set of information in natural language; they are only manipulating the form of language” (Shah & Bender, 2022). These models aren’t designed to transmit information, so we shouldn’t be too surprised when their assertions turn out to be false.

ChatGPT is bullshit

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More Posts from Wolfspoot and Others

11 months ago

I’m sorry friends, but “just google it” is no longer viable advice. What are we even telling people to do anymore, go try to google useful info and the first three pages are just ads for products that might be the exact opposite of what the person is trying to find but The Algorithm thinks the words are related enough? And if it’s not ads it’s just sponsored websites filled with listicles, just pages and pages of “TOP FIFTEEN [thing you googled] IMAGINED AS DISNEY PRINCESSES” like… what are we even doing anymore, google? I can no longer use you as shorthand for people doing real and actual helpful research on their own.


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11 months ago

they need to invent clubbing for boring sober people who don't like loud music or crowded group dancing. what's the "she should be at the club" for this hypothetical not-me demographic.


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3 months ago
Nectar-loving Ethiopian wolves may be the first carnivore pollinators
New Scientist
Endangered Ethiopian wolves feed on the nectar of red hot poker plants, and may transport pollen from flower to flower as they do so

Ethiopian wolves feed on the sweet nectar of a local flower, picking up pollen on their snouts as they do so – which may make them the first carnivores discovered to act as pollinators.

The Ethiopian wolf (Canis simensis) is the rarest wild canid species in the world and Africa’s most threatened carnivore. Endemic to the Ethiopian Highlands, fewer than 500 individuals survive.

Sandra Lai at the University of Oxford and her colleagues observed wild Ethiopian wolves lapping up the nectar of Ethiopian red hot poker (Kniphofia foliosa) flowers. Local people in the mountains have traditionally used the nectar as a sweetener for coffee and on flat bread.

The wolves are thought to be the first large carnivore species ever to be recorded regularly feeding on nectar.

“For large carnivores, such as wolves, nectar-feeding is very unusual, due to the lack of physical adaptations, such as a long tongue or specialised snout, and because most flowers are too fragile or produce too little nectar to be interesting for large animals,” says Lai.

The sturdy, nectar-rich flower heads of the poker plant make this behaviour possible, she says. “To my knowledge, no other large carnivorous predator exhibits nectar-feeding, though some omnivorous bears may opportunistically forage for nectar, albeit rarely and poorly documented.”

Some of the wolves were seen visiting as many as 30 blooms in a single trip. As they lick the nectar, the wolves’ muzzles get covered in pollen, which they could potentially be transferring from flower to flower as they feed.

“The behaviour is interesting because it shows nectar-feeding and pollination by non-flying mammals might be more widespread than currently recognised, and that the ecological significance of these lesser-known pollinators might be more important than we think,” says Lai. “It’s very exciting.”

Lai and her colleagues at the Ethiopian Wolf Conservation Programme now hope to dig deeper into the behaviour and its ramifications. “Trying to confirm actual pollination by the wolves would be ideal, but that would be quite challenging,” she says. “I’m also very interested in the social learning aspect of the behaviour. We’ve seen this year adults bringing their juveniles to the flower fields, which could indicate cultural transmission.”


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2 months ago
There Is No Shame In Loving Without Abandon. ✌️❤️

There is no shame in loving without abandon. ✌️❤️


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2 weeks ago
There Are Four Types Of Fish Scales!

There are four types of fish scales!

Cycloid scales are thin, overlap, and flexible. They're found on primitive teleosts (like minnows and carp).

Ctenoid scales have small, backwards pointed scales (known as cterns) make the fish more hydrodynamic and faster. They're found on Advanced Ctenoids (like perch and sunfish).

Ganoid scales are thick, diamond-shaped, and mostly non-overlapping. They're found on Chondrostei (like sturgeons and paddlefish).

Placoid scales are spikey and tooth-like with nerves. These are found on Chondrichthyes (like sharks and rays).

Ichthyology Notes 3/?


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2 weeks ago
The Ruins Of Eden

The Ruins of Eden


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art
1 week ago
Quote Of The Day

Quote of the day


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8 months ago

collection of useful things tumblr has taught me:

even if you can't fall asleep, laying down with your eyes closed will still rest your body

you don't have to brush your teeth standing up

you don't have to do any chore standing up, from dishes to showering

you don't have to shower with the lights on

if you can't brush your teeth, flossing and a tongue scraper gets rid of plaque and bad breath

if you can't do that, mouthwash kills a lot of bacteria

eating "unhealthy" food is better than eating no food

you can make the same meal everyday for however long you still want it

some pills come in syrups or chewables if you can't swallow them

kids nutritional shakes can be a quick way to get fuel if you can't eat/don't have time

if walking hurts/exhausts you on a regular basis, canes and rollers are for you, no matter how young you are

we have free will—if doing something "out of the ordinary" makes life easier for you, do it


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wolfspoot - Wolfspoot
Wolfspoot

I’m a young-adult woman with the hopes of becoming a well-known writer. I’m a dreamer, a music lover and a chaotic human being, curious about what the future will bring but without any idea of what to do with it. As for this tumblr, we’ll see. I will make an attempt to make an interesting place but for now I still have to figure out what to do with it.

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