#accuracy — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #accuracy, aggregated by home.social.
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The methyl methacrylate tank incident in Garden Grove, California has resurfaced one of my pet peeves.
According to mainstream news journalists, anything that is a "chemical" is "highly toxic". It's the end of the world. There isn't enough drama in the world.
This stuff is not great - it's a skin irritant, and the fumes can irritate mucous membranes like the eyes, but it is *not* instant-death-on-a-stick. The explosion they were worried about was far more dangerous for its explosive effects than for the chemical release.
It's no dimethylmercury or hydrogen fluoride or dioxygen difluoride [1]. Heck, it's oral LD50 is something like 7g/kg - so an adult would have to *eat* almost two pounds of the stuff to have an even-odds chance of dying.
Stop trying to terrorize the public, journalists. Do your damned jobs.
[1] Expose it to most things, even at almost 200 degrees C below freezing, it explodes. Try to put out the resulting fire with water, it explodes. Try to put out the fire with sand, it *sets the sand on fire*.
#journalist #journalism #accuracy #drama #hype #facts #science #toxicity #danger
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The methyl methacrylate tank incident in Garden Grove, California has resurfaced one of my pet peeves.
According to mainstream news journalists, anything that is a "chemical" is "highly toxic". It's the end of the world. There isn't enough drama in the world.
This stuff is not great - it's a skin irritant, and the fumes can irritate mucous membranes like the eyes, but it is *not* instant-death-on-a-stick. The explosion they were worried about was far more dangerous for its explosive effects than for the chemical release.
It's no dimethylmercury or hydrogen fluoride or dioxygen difluoride [1]. Heck, it's oral LD50 is something like 7g/kg - so an adult would have to *eat* almost two pounds of the stuff to have an even-odds chance of dying.
Stop trying to terrorize the public, journalists. Do your damned jobs.
[1] Expose it to most things, even at almost 200 degrees C below freezing, it explodes. Try to put out the resulting fire with water, it explodes. Try to put out the fire with sand, it *sets the sand on fire*.
#journalist #journalism #accuracy #drama #hype #facts #science #toxicity #danger
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The methyl methacrylate tank incident in Garden Grove, California has resurfaced one of my pet peeves.
According to mainstream news journalists, anything that is a "chemical" is "highly toxic". It's the end of the world. There isn't enough drama in the world.
This stuff is not great - it's a skin irritant, and the fumes can irritate mucous membranes like the eyes, but it is *not* instant-death-on-a-stick. The explosion they were worried about was far more dangerous for its explosive effects than for the chemical release.
It's no dimethylmercury or hydrogen fluoride or dioxygen difluoride [1]. Heck, it's oral LD50 is something like 7g/kg - so an adult would have to *eat* almost two pounds of the stuff to have an even-odds chance of dying.
Stop trying to terrorize the public, journalists. Do your damned jobs.
[1] Expose it to most things, even at almost 200 degrees C below freezing, it explodes. Try to put out the resulting fire with water, it explodes. Try to put out the fire with sand, it *sets the sand on fire*.
#journalist #journalism #accuracy #drama #hype #facts #science #toxicity #danger
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The methyl methacrylate tank incident in Garden Grove, California has resurfaced one of my pet peeves.
According to mainstream news journalists, anything that is a "chemical" is "highly toxic". It's the end of the world. There isn't enough drama in the world.
This stuff is not great - it's a skin irritant, and the fumes can irritate mucous membranes like the eyes, but it is *not* instant-death-on-a-stick. The explosion they were worried about was far more dangerous for its explosive effects than for the chemical release.
It's no dimethylmercury or hydrogen fluoride or dioxygen difluoride [1]. Heck, it's oral LD50 is something like 7g/kg - so an adult would have to *eat* almost two pounds of the stuff to have an even-odds chance of dying.
Stop trying to terrorize the public, journalists. Do your damned jobs.
[1] Expose it to most things, even at almost 200 degrees C below freezing, it explodes. Try to put out the resulting fire with water, it explodes. Try to put out the fire with sand, it *sets the sand on fire*.
#journalist #journalism #accuracy #drama #hype #facts #science #toxicity #danger
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The methyl methacrylate tank incident in Garden Grove, California has resurfaced one of my pet peeves.
According to mainstream news journalists, anything that is a "chemical" is "highly toxic". It's the end of the world. There isn't enough drama in the world.
This stuff is not great - it's a skin irritant, and the fumes can irritate mucous membranes like the eyes, but it is *not* instant-death-on-a-stick. The explosion they were worried about was far more dangerous for its explosive effects than for the chemical release.
It's no dimethylmercury or hydrogen fluoride or dioxygen difluoride [1]. Heck, it's oral LD50 is something like 7g/kg - so an adult would have to *eat* almost two pounds of the stuff to have an even-odds chance of dying.
Stop trying to terrorize the public, journalists. Do your damned jobs.
[1] Expose it to most things, even at almost 200 degrees C below freezing, it explodes. Try to put out the resulting fire with water, it explodes. Try to put out the fire with sand, it *sets the sand on fire*.
#journalist #journalism #accuracy #drama #hype #facts #science #toxicity #danger
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Ваша модель показывает 95% accuracy и при этом бесполезна: метрики для несбалансированных классов
Модель может показывать 95–99% accuracy и при этом не решать задачу: особенно если редкий класс важнее всего для бизнеса. В статье разбираем, почему accuracy ломается на несбалансированных данных, как читать precision, recall и F1, зачем смотреть PR‑кривую и confusion matrix, а также как подбирать порог классификации с учетом стоимости ошибок. Понять ошибки
https://habr.com/ru/companies/otus/articles/1034692/
#accuracy #precision #recall #F1score #несбалансированные_классы #метрики_классификации #confusion_matrix #PRкривая #порог_классификации #SMOTE
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Ваша модель показывает 95% accuracy и при этом бесполезна: метрики для несбалансированных классов
Модель может показывать 95–99% accuracy и при этом не решать задачу: особенно если редкий класс важнее всего для бизнеса. В статье разбираем, почему accuracy ломается на несбалансированных данных, как читать precision, recall и F1, зачем смотреть PR‑кривую и confusion matrix, а также как подбирать порог классификации с учетом стоимости ошибок. Понять ошибки
https://habr.com/ru/companies/otus/articles/1034692/
#accuracy #precision #recall #F1score #несбалансированные_классы #метрики_классификации #confusion_matrix #PRкривая #порог_классификации #SMOTE
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Ваша модель показывает 95% accuracy и при этом бесполезна: метрики для несбалансированных классов
Модель может показывать 95–99% accuracy и при этом не решать задачу: особенно если редкий класс важнее всего для бизнеса. В статье разбираем, почему accuracy ломается на несбалансированных данных, как читать precision, recall и F1, зачем смотреть PR‑кривую и confusion matrix, а также как подбирать порог классификации с учетом стоимости ошибок. Понять ошибки
https://habr.com/ru/companies/otus/articles/1034692/
#accuracy #precision #recall #F1score #несбалансированные_классы #метрики_классификации #confusion_matrix #PRкривая #порог_классификации #SMOTE
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Ваша модель показывает 95% accuracy и при этом бесполезна: метрики для несбалансированных классов
Модель может показывать 95–99% accuracy и при этом не решать задачу: особенно если редкий класс важнее всего для бизнеса. В статье разбираем, почему accuracy ломается на несбалансированных данных, как читать precision, recall и F1, зачем смотреть PR‑кривую и confusion matrix, а также как подбирать порог классификации с учетом стоимости ошибок. Понять ошибки
https://habr.com/ru/companies/otus/articles/1034692/
#accuracy #precision #recall #F1score #несбалансированные_классы #метрики_классификации #confusion_matrix #PRкривая #порог_классификации #SMOTE
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#ArXiv will #ban #authors for a year if they submit papers containing #AIgenerated #content with errors, plagiarism, or other issues. This ban applies if authors fail to #verify the #accuracy of #AIgeneratedcontent. https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban/?eicker.news #tech #media #news
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#ArXiv will #ban #authors for a year if they submit papers containing #AIgenerated #content with errors, plagiarism, or other issues. This ban applies if authors fail to #verify the #accuracy of #AIgeneratedcontent. https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban/?eicker.news #tech #media #news
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#ArXiv will #ban #authors for a year if they submit papers containing #AIgenerated #content with errors, plagiarism, or other issues. This ban applies if authors fail to #verify the #accuracy of #AIgeneratedcontent. https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban/?eicker.news #tech #media #news
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#ArXiv will #ban #authors for a year if they submit papers containing #AIgenerated #content with errors, plagiarism, or other issues. This ban applies if authors fail to #verify the #accuracy of #AIgeneratedcontent. https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban/?eicker.news #tech #media #news
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#ArXiv will #ban #authors for a year if they submit papers containing #AIgenerated #content with errors, plagiarism, or other issues. This ban applies if authors fail to #verify the #accuracy of #AIgeneratedcontent. https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban/?eicker.news #tech #media #news
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Interfaze: A new model architecture built for high accuracy at scale
https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale
#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability
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Interfaze: A new model architecture built for high accuracy at scale
https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale
#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability
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Interfaze: A new model architecture built for high accuracy at scale
https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale
#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability
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Interfaze: A new model architecture built for high accuracy at scale
https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale
#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability
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Interfaze: A new model architecture built for high accuracy at scale
https://interfaze.ai/blog/interfaze-a-new-model-architecture-built-for-high-accuracy-at-scale
#HackerNews #Interfaze #Model #Architecture #High #Accuracy #AI #Scalability
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https://www.fogolf.com/1251703/in-the-end-its-the-downswing-that-dictates-both-power-and-accuracy/ In the end, it’s the downswing that dictates both power and accuracy. #accuracy #dictates #Downswing #GolfBalls #GolfBallsVideos #GolfBallsVlog #GolfBallsYouTube #GolfEquipment #GolfEquipmentVideos #GolfEquipmentVlog #GolfEquipmentYouTube #GolfTee #GolfTees #GolfTeesVideos #GolfTeesVlog #GolfTeesYouTube #power
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https://www.fogolf.com/1251703/in-the-end-its-the-downswing-that-dictates-both-power-and-accuracy/ In the end, it’s the downswing that dictates both power and accuracy. #accuracy #dictates #Downswing #GolfBalls #GolfBallsVideos #GolfBallsVlog #GolfBallsYouTube #GolfEquipment #GolfEquipmentVideos #GolfEquipmentVlog #GolfEquipmentYouTube #GolfTee #GolfTees #GolfTeesVideos #GolfTeesVlog #GolfTeesYouTube #power
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https://www.fogolf.com/1247862/how-to-squeeze-the-ball-into-the-tightest-of-fairways-how-to-play-golf/ How to squeeze the ball into the tightest of fairways | How To Play Golf #accuracy #CONTROL #DRIVING #fade #Golf #GolfInstruction #GolfNews #HittingFairways #HowToSqueezeTheBallIntoTheTightestOfFairways #Story
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https://www.fogolf.com/1247862/how-to-squeeze-the-ball-into-the-tightest-of-fairways-how-to-play-golf/ How to squeeze the ball into the tightest of fairways | How To Play Golf #accuracy #CONTROL #DRIVING #fade #Golf #GolfInstruction #GolfNews #HittingFairways #HowToSqueezeTheBallIntoTheTightestOfFairways #Story
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https://www.fogolf.com/1244644/leg-day-to-gain-distance-and-accuracy-%e2%9b%b3%ef%b8%8f%ea%b3%a8%ed%94%84%eb%8a%94-%ed%95%98%ec%b2%b4%ec%a3%a0/ Leg day to gain distance and accuracy ⛳️골프는 하체죠! #accuracy #DAY #distance #GAIN #GolfWithAimee #LEG #골프는 #하체죠
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https://www.fogolf.com/1244644/leg-day-to-gain-distance-and-accuracy-%e2%9b%b3%ef%b8%8f%ea%b3%a8%ed%94%84%eb%8a%94-%ed%95%98%ec%b2%b4%ec%a3%a0/ Leg day to gain distance and accuracy ⛳️골프는 하체죠! #accuracy #DAY #distance #GAIN #GolfWithAimee #LEG #골프는 #하체죠
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Using "underdrawings" for accurate text and numbers
https://samcollins.blog/underdrawings/
#HackerNews #underdrawings #text #accuracy #numbers #design #techniques
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Using "underdrawings" for accurate text and numbers
https://samcollins.blog/underdrawings/
#HackerNews #underdrawings #text #accuracy #numbers #design #techniques
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Using "underdrawings" for accurate text and numbers
https://samcollins.blog/underdrawings/
#HackerNews #underdrawings #text #accuracy #numbers #design #techniques
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Using "underdrawings" for accurate text and numbers
https://samcollins.blog/underdrawings/
#HackerNews #underdrawings #text #accuracy #numbers #design #techniques
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Using "underdrawings" for accurate text and numbers
https://samcollins.blog/underdrawings/
#HackerNews #underdrawings #text #accuracy #numbers #design #techniques
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An excellent introduction to #quantization used for #LLMs 👌🏽:
“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).
On HN: https://news.ycombinator.com/item?id=47519295
#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy
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An excellent introduction to #quantization used for #LLMs 👌🏽:
“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).
On HN: https://news.ycombinator.com/item?id=47519295
#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy
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An excellent introduction to #quantization used for #LLMs 👌🏽:
“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).
On HN: https://news.ycombinator.com/item?id=47519295
#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy
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An excellent introduction to #quantization used for #LLMs 👌🏽:
“Quantization From The Ground Up”, Sam Rose, Ngrok (https://ngrok.com/blog/quantization).
On HN: https://news.ycombinator.com/item?id=47519295
#AI #Math #FloatingPoint #NumericalAnalysis #Numbers #NeuralNetworks #Precision #Accuracy
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The 2026 Civil Defense SPR. What Changed?
https://www.youtube.com/watch?v=RdRgaUMGMsc
I also go into the changes I made to my Civil Defense Rifle build over the course of the last year. The goal was to improve the shootability and overall practicality of this lightweight, affordable Special Purpose Rifle build, without sacrificing any of the original goals (SPR capability/accuracy, sub 10 lbs, sub $1000)....
#CivilDefense #SPR #Rifle #Build #Accuracy #BlackFlagCivilian #CommunityDefense
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The 2026 Civil Defense SPR. What Changed?
https://www.youtube.com/watch?v=RdRgaUMGMsc
I also go into the changes I made to my Civil Defense Rifle build over the course of the last year. The goal was to improve the shootability and overall practicality of this lightweight, affordable Special Purpose Rifle build, without sacrificing any of the original goals (SPR capability/accuracy, sub 10 lbs, sub $1000)....
#CivilDefense #SPR #Rifle #Build #Accuracy #BlackFlagCivilian #CommunityDefense
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The 2026 Civil Defense SPR. What Changed?
https://www.youtube.com/watch?v=RdRgaUMGMsc
I also go into the changes I made to my Civil Defense Rifle build over the course of the last year. The goal was to improve the shootability and overall practicality of this lightweight, affordable Special Purpose Rifle build, without sacrificing any of the original goals (SPR capability/accuracy, sub 10 lbs, sub $1000)....
#CivilDefense #SPR #Rifle #Build #Accuracy #BlackFlagCivilian #CommunityDefense
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The 2026 Civil Defense SPR. What Changed?
https://www.youtube.com/watch?v=RdRgaUMGMsc
I also go into the changes I made to my Civil Defense Rifle build over the course of the last year. The goal was to improve the shootability and overall practicality of this lightweight, affordable Special Purpose Rifle build, without sacrificing any of the original goals (SPR capability/accuracy, sub 10 lbs, sub $1000)....
#CivilDefense #SPR #Rifle #Build #Accuracy #BlackFlagCivilian #CommunityDefense
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The 2026 Civil Defense SPR. What Changed?
https://www.youtube.com/watch?v=RdRgaUMGMsc
I also go into the changes I made to my Civil Defense Rifle build over the course of the last year. The goal was to improve the shootability and overall practicality of this lightweight, affordable Special Purpose Rifle build, without sacrificing any of the original goals (SPR capability/accuracy, sub 10 lbs, sub $1000)....
#CivilDefense #SPR #Rifle #Build #Accuracy #BlackFlagCivilian #CommunityDefense
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🚀🤖 Ah, the cutting-edge frontier of #AI research: where the precision of #chatbots is only rivaled by their unparalleled ability to generate #citations out of thin air. 📚🔍 A mind-blowing 36% wrong rate—because who needs #accuracy when you can have sheer, unadulterated chaos? 😂
https://spineframe.xyz/blog #Research #Chaos #HackerNews #ngated -
🚀🤖 Ah, the cutting-edge frontier of #AI research: where the precision of #chatbots is only rivaled by their unparalleled ability to generate #citations out of thin air. 📚🔍 A mind-blowing 36% wrong rate—because who needs #accuracy when you can have sheer, unadulterated chaos? 😂
https://spineframe.xyz/blog #Research #Chaos #HackerNews #ngated -
🚀🤖 Ah, the cutting-edge frontier of #AI research: where the precision of #chatbots is only rivaled by their unparalleled ability to generate #citations out of thin air. 📚🔍 A mind-blowing 36% wrong rate—because who needs #accuracy when you can have sheer, unadulterated chaos? 😂
https://spineframe.xyz/blog #Research #Chaos #HackerNews #ngated -
🚀🤖 Ah, the cutting-edge frontier of #AI research: where the precision of #chatbots is only rivaled by their unparalleled ability to generate #citations out of thin air. 📚🔍 A mind-blowing 36% wrong rate—because who needs #accuracy when you can have sheer, unadulterated chaos? 😂
https://spineframe.xyz/blog #Research #Chaos #HackerNews #ngated -
🚀🤖 Ah, the cutting-edge frontier of #AI research: where the precision of #chatbots is only rivaled by their unparalleled ability to generate #citations out of thin air. 📚🔍 A mind-blowing 36% wrong rate—because who needs #accuracy when you can have sheer, unadulterated chaos? 😂
https://spineframe.xyz/blog #Research #Chaos #HackerNews #ngated -
I checked 506 citations from ChatGPT,Claude, Gemini Deep Research- 36% are wrong
#HackerNews #ChatGPT #Citations #AIResearch #Accuracy #Errors
