Key Points:
➡️ Human performance is used as a baseline, set to zero.
➡️ AI performance is normalized to an initial performance of -100.
➡️ When AI crosses the zero line, it scored more points than humans.
➡️ AI capabilities assessed include reading comprehension, image recognition […]
➡️ Human performance is used as a baseline, set to zero.
➡️ AI performance is normalized to an initial performance of -100.
➡️ When AI crosses the zero line, it scored more points than humans.
➡️ AI capabilities assessed include reading comprehension, image recognition […]
Original post on fosstodon.org
fosstodon.org
February 27, 2025 at 7:53 PM
Reposted by WetHat💦
FediOnFire was a hobby project designed to showcase a firehose of public statuses across the Fediverse. Developed by Roni Laukkarinen (@rolle), it aimed to highlight the diversity of the network. Unfortunately, some community members misinterpreted and discredited the project, which led to ugly […]
Original post on fosstodon.org
fosstodon.org
February 16, 2025 at 5:21 PM
FediOnFire was a hobby project designed to showcase a firehose of public statuses across the Fediverse. Developed by Roni Laukkarinen (@rolle), it aimed to highlight the diversity of the network. Unfortunately, some community members misinterpreted and discredited the project, which led to ugly […]
Reposted by WetHat💦
This JupyterLab extension utilizes GitHub Copilot to boost productivity with code generation, error fixing, and interactive notebook creation. Users can enjoy inline code completions, chat interface for code queries, and extensibility for custom tools […]
Original post on fosstodon.org
fosstodon.org
February 16, 2025 at 4:45 PM
This JupyterLab extension utilizes GitHub Copilot to boost productivity with code generation, error fixing, and interactive notebook creation. Users can enjoy inline code completions, chat interface for code queries, and extensibility for custom tools […]
Reposted by WetHat💦
DeepSeek R1: All you need to know 🐳
The article covers various aspects of the model, from its architecture to training methodologies and practical applications. The explanations are mostly clear and detailed, making complex concepts like Mixture of Experts (#moe) and reinforcement learning […]
The article covers various aspects of the model, from its architecture to training methodologies and practical applications. The explanations are mostly clear and detailed, making complex concepts like Mixture of Experts (#moe) and reinforcement learning […]
Original post on fosstodon.org
fosstodon.org
February 13, 2025 at 8:11 AM
DeepSeek R1: All you need to know 🐳
The article covers various aspects of the model, from its architecture to training methodologies and practical applications. The explanations are mostly clear and detailed, making complex concepts like Mixture of Experts (#moe) and reinforcement learning […]
The article covers various aspects of the model, from its architecture to training methodologies and practical applications. The explanations are mostly clear and detailed, making complex concepts like Mixture of Experts (#moe) and reinforcement learning […]
Reposted by WetHat💦
Apparently AI reasoning models like Deepseek-R1 and OpenAI o1 suffer from "underthinking", where they abandon promising solutions too quickly, leading to inefficient resource use. To address this, a "thought switching penalty" (TIP) was developed, which improved accuracy across math and science […]
Original post on fosstodon.org
fosstodon.org
February 11, 2025 at 2:09 PM
Apparently AI reasoning models like Deepseek-R1 and OpenAI o1 suffer from "underthinking", where they abandon promising solutions too quickly, leading to inefficient resource use. To address this, a "thought switching penalty" (TIP) was developed, which improved accuracy across math and science […]
Reposted by WetHat💦
Key Points:
➡️ AI errors running amok like a robot revolution, featuring Google search gaffes and Comcast calendar calamities.
➡️ Flubstitution: when AIs confuse template placeholders with Mad Libs.
➡️ Case study in how open-source session recording gets downright mysterious.
➡️ Dell's […]
➡️ AI errors running amok like a robot revolution, featuring Google search gaffes and Comcast calendar calamities.
➡️ Flubstitution: when AIs confuse template placeholders with Mad Libs.
➡️ Case study in how open-source session recording gets downright mysterious.
➡️ Dell's […]
Original post on fosstodon.org
fosstodon.org
February 12, 2025 at 7:02 AM
Key Points:
➡️ AI errors running amok like a robot revolution, featuring Google search gaffes and Comcast calendar calamities.
➡️ Flubstitution: when AIs confuse template placeholders with Mad Libs.
➡️ Case study in how open-source session recording gets downright mysterious.
➡️ Dell's […]
➡️ AI errors running amok like a robot revolution, featuring Google search gaffes and Comcast calendar calamities.
➡️ Flubstitution: when AIs confuse template placeholders with Mad Libs.
➡️ Case study in how open-source session recording gets downright mysterious.
➡️ Dell's […]
Reposted by WetHat💦
Maintaining consistent code style is challenging in software development, especially in large or distributed teams. Using .editorconfig in .NET projects helps enforce uniform coding standards automatically, resulting in a professional and uniform codebase with reduced friction in code reviews. […]
Original post on fosstodon.org
fosstodon.org
February 12, 2025 at 8:27 AM
Maintaining consistent code style is challenging in software development, especially in large or distributed teams. Using .editorconfig in .NET projects helps enforce uniform coding standards automatically, resulting in a professional and uniform codebase with reduced friction in code reviews. […]
Reposted by WetHat💦
Thomas Cherickal asked Google Gemini to produce 30 prompts for OpenAI's 'Deep Research' reasoning model that could change the world as we know it. Deep Research had to break quite a sweat to answer these prompts (up to 30 minutes), and the result is fascinating […]
Original post on fosstodon.org
fosstodon.org
February 12, 2025 at 9:19 AM
Thomas Cherickal asked Google Gemini to produce 30 prompts for OpenAI's 'Deep Research' reasoning model that could change the world as we know it. Deep Research had to break quite a sweat to answer these prompts (up to 30 minutes), and the result is fascinating […]
Reposted by WetHat💦
An interesting take on the "prompt-and-pray" approach, where business logic lives entirely in prompts. This is inherently unreliable and inefficient.
Structured automation, which separates conversational ability from business logic execution, may be more suitable for enterprise-grade […]
Structured automation, which separates conversational ability from business logic execution, may be more suitable for enterprise-grade […]
Original post on fosstodon.org
fosstodon.org
February 8, 2025 at 11:13 AM
An interesting take on the "prompt-and-pray" approach, where business logic lives entirely in prompts. This is inherently unreliable and inefficient.
Structured automation, which separates conversational ability from business logic execution, may be more suitable for enterprise-grade […]
Structured automation, which separates conversational ability from business logic execution, may be more suitable for enterprise-grade […]
Reposted by WetHat💦
A guide for AI engineering.
The article covers various aspects of AI engineering, from foundational skills in mathematics, statistics, and programming to advanced topics like deep learning, generative AI, and LLMs. It is relevant to anyone interested in AI engineering, providing actionable […]
The article covers various aspects of AI engineering, from foundational skills in mathematics, statistics, and programming to advanced topics like deep learning, generative AI, and LLMs. It is relevant to anyone interested in AI engineering, providing actionable […]
Original post on fosstodon.org
fosstodon.org
February 9, 2025 at 6:13 PM
A guide for AI engineering.
The article covers various aspects of AI engineering, from foundational skills in mathematics, statistics, and programming to advanced topics like deep learning, generative AI, and LLMs. It is relevant to anyone interested in AI engineering, providing actionable […]
The article covers various aspects of AI engineering, from foundational skills in mathematics, statistics, and programming to advanced topics like deep learning, generative AI, and LLMs. It is relevant to anyone interested in AI engineering, providing actionable […]
Reposted by WetHat💦
The story of the Agentic Copilot for Obsidian!
Born in 2023, this AI plugin for the Obsidian PKM has already amassed over 370,000 downloads by February 2024. With a range of features from integrating AI models to local offline capabilities, Copilot for Obsidian is paving the way for advanced […]
Born in 2023, this AI plugin for the Obsidian PKM has already amassed over 370,000 downloads by February 2024. With a range of features from integrating AI models to local offline capabilities, Copilot for Obsidian is paving the way for advanced […]
Original post on fosstodon.org
fosstodon.org
February 7, 2025 at 7:29 PM
The story of the Agentic Copilot for Obsidian!
Born in 2023, this AI plugin for the Obsidian PKM has already amassed over 370,000 downloads by February 2024. With a range of features from integrating AI models to local offline capabilities, Copilot for Obsidian is paving the way for advanced […]
Born in 2023, this AI plugin for the Obsidian PKM has already amassed over 370,000 downloads by February 2024. With a range of features from integrating AI models to local offline capabilities, Copilot for Obsidian is paving the way for advanced […]
Reposted by WetHat💦
Brief analysis of DeepSeek R1 and its implications for Generative AI:
➡️ DeepSeek R1 exhibits powerful reasoning behaviors, achieved through scalable Group Relative Policy Optimization (GRPO).
➡️Emergent self-reflection and Chain-of-Thought (CoT) patterns improve reasoning performance […]
➡️ DeepSeek R1 exhibits powerful reasoning behaviors, achieved through scalable Group Relative Policy Optimization (GRPO).
➡️Emergent self-reflection and Chain-of-Thought (CoT) patterns improve reasoning performance […]
Original post on fosstodon.org
fosstodon.org
February 6, 2025 at 8:13 PM
Brief analysis of DeepSeek R1 and its implications for Generative AI:
➡️ DeepSeek R1 exhibits powerful reasoning behaviors, achieved through scalable Group Relative Policy Optimization (GRPO).
➡️Emergent self-reflection and Chain-of-Thought (CoT) patterns improve reasoning performance […]
➡️ DeepSeek R1 exhibits powerful reasoning behaviors, achieved through scalable Group Relative Policy Optimization (GRPO).
➡️Emergent self-reflection and Chain-of-Thought (CoT) patterns improve reasoning performance […]
Reposted by WetHat💦
The Feynman Lectures on Physics
✨ Now, anyone with internet access and a web browser can enjoy reading a high quality up-to-date copy of Feynman's legendary lectures.
This edition has been designed for ease of reading on devices of any size or shape; text […]
[Original post on fosstodon.org]
✨ Now, anyone with internet access and a web browser can enjoy reading a high quality up-to-date copy of Feynman's legendary lectures.
This edition has been designed for ease of reading on devices of any size or shape; text […]
[Original post on fosstodon.org]
February 6, 2025 at 8:55 AM
The Feynman Lectures on Physics
✨ Now, anyone with internet access and a web browser can enjoy reading a high quality up-to-date copy of Feynman's legendary lectures.
This edition has been designed for ease of reading on devices of any size or shape; text […]
[Original post on fosstodon.org]
✨ Now, anyone with internet access and a web browser can enjoy reading a high quality up-to-date copy of Feynman's legendary lectures.
This edition has been designed for ease of reading on devices of any size or shape; text […]
[Original post on fosstodon.org]
Reposted by WetHat💦
Key Points:
➡️ DeepSeek AI exposed a database containing over 1 million log lines, secret keys, and sensitive information.
➡️ The database allowed full control over operations without authentication.
➡️ DeepSeek has since fixed the security hole.
➡️ The company is now facing scrutiny […]
➡️ DeepSeek AI exposed a database containing over 1 million log lines, secret keys, and sensitive information.
➡️ The database allowed full control over operations without authentication.
➡️ DeepSeek has since fixed the security hole.
➡️ The company is now facing scrutiny […]
Original post on fosstodon.org
fosstodon.org
February 2, 2025 at 11:42 AM
Key Points:
➡️ DeepSeek AI exposed a database containing over 1 million log lines, secret keys, and sensitive information.
➡️ The database allowed full control over operations without authentication.
➡️ DeepSeek has since fixed the security hole.
➡️ The company is now facing scrutiny […]
➡️ DeepSeek AI exposed a database containing over 1 million log lines, secret keys, and sensitive information.
➡️ The database allowed full control over operations without authentication.
➡️ DeepSeek has since fixed the security hole.
➡️ The company is now facing scrutiny […]
Reposted by WetHat💦
Key Points:
➡️ Artificial Analysis provides independent evaluations of AI models and API providers.
➡️ The Quality Index ranks models based on various dimensions of intelligence.
➡️ Output Speed measures tokens per second generated by the model.
➡️ Price is calculated as USD per million […]
➡️ Artificial Analysis provides independent evaluations of AI models and API providers.
➡️ The Quality Index ranks models based on various dimensions of intelligence.
➡️ Output Speed measures tokens per second generated by the model.
➡️ Price is calculated as USD per million […]
Original post on fosstodon.org
fosstodon.org
February 1, 2025 at 8:31 AM
Key Points:
➡️ Artificial Analysis provides independent evaluations of AI models and API providers.
➡️ The Quality Index ranks models based on various dimensions of intelligence.
➡️ Output Speed measures tokens per second generated by the model.
➡️ Price is calculated as USD per million […]
➡️ Artificial Analysis provides independent evaluations of AI models and API providers.
➡️ The Quality Index ranks models based on various dimensions of intelligence.
➡️ Output Speed measures tokens per second generated by the model.
➡️ Price is calculated as USD per million […]
Reposted by WetHat💦
In response to the #deepseek disaster #openai has released the o3-mini model, which has improved reasoning capabilities at a lower cost than its predecessor. It offers faster response times, reduced computational requirements, and three levels of reasoning (low, medium, high). This model is […]
Original post on fosstodon.org
fosstodon.org
January 31, 2025 at 8:06 PM
Reposted by WetHat💦
Sharing Mastodon Lists:
➡️ Mastodon lists are private and not directly sharable like BlueSky or Twitter lists.
➡️ Users can authorize an app for READ ONLY access to their Mastodon lists.
➡️ The app lets you select all or individual lists for download as […]
[Original post on fosstodon.org]
➡️ Mastodon lists are private and not directly sharable like BlueSky or Twitter lists.
➡️ Users can authorize an app for READ ONLY access to their Mastodon lists.
➡️ The app lets you select all or individual lists for download as […]
[Original post on fosstodon.org]
January 31, 2025 at 6:32 PM
Sharing Mastodon Lists:
➡️ Mastodon lists are private and not directly sharable like BlueSky or Twitter lists.
➡️ Users can authorize an app for READ ONLY access to their Mastodon lists.
➡️ The app lets you select all or individual lists for download as […]
[Original post on fosstodon.org]
➡️ Mastodon lists are private and not directly sharable like BlueSky or Twitter lists.
➡️ Users can authorize an app for READ ONLY access to their Mastodon lists.
➡️ The app lets you select all or individual lists for download as […]
[Original post on fosstodon.org]
Reposted by WetHat💦
DeepSeek R1 is revolutionizing AI with its cost-effective approach. By using specialist models and innovative training methods, it achieves high performance at a fraction of the cost. This challenges the traditional AI economics. More about this technology here […]
Original post on fosstodon.org
fosstodon.org
January 31, 2025 at 7:02 PM
DeepSeek R1 is revolutionizing AI with its cost-effective approach. By using specialist models and innovative training methods, it achieves high performance at a fraction of the cost. This challenges the traditional AI economics. More about this technology here […]
Reposted by WetHat💦
PythonDecoratorLibrary - Python Wiki
This page is meant to be a central repository of decorator code pieces, whether useful or not 😉. It is NOT a page to discuss decorator syntax!
https://wiki.python.org/moin/PythonDecoratorLibrary?form=MG0AV3
#python #programming #pythondecorators
This page is meant to be a central repository of decorator code pieces, whether useful or not 😉. It is NOT a page to discuss decorator syntax!
https://wiki.python.org/moin/PythonDecoratorLibrary?form=MG0AV3
#python #programming #pythondecorators
January 28, 2025 at 9:48 PM
PythonDecoratorLibrary - Python Wiki
This page is meant to be a central repository of decorator code pieces, whether useful or not 😉. It is NOT a page to discuss decorator syntax!
https://wiki.python.org/moin/PythonDecoratorLibrary?form=MG0AV3
#python #programming #pythondecorators
This page is meant to be a central repository of decorator code pieces, whether useful or not 😉. It is NOT a page to discuss decorator syntax!
https://wiki.python.org/moin/PythonDecoratorLibrary?form=MG0AV3
#python #programming #pythondecorators
Reposted by WetHat💦
Key Points:
➡️ JavaScript does not natively provide an API to cancel a regular Promise.
➡️ Promise.withResolvers() returns an object with a new Promise and functions to resolve or reject it.
➡️ Cancelable tasks can be created using Promise.withResolvers() by exposing a cancel method.
➡️ […]
➡️ JavaScript does not natively provide an API to cancel a regular Promise.
➡️ Promise.withResolvers() returns an object with a new Promise and functions to resolve or reject it.
➡️ Cancelable tasks can be created using Promise.withResolvers() by exposing a cancel method.
➡️ […]
Original post on fosstodon.org
fosstodon.org
January 30, 2025 at 2:44 PM
Key Points:
➡️ JavaScript does not natively provide an API to cancel a regular Promise.
➡️ Promise.withResolvers() returns an object with a new Promise and functions to resolve or reject it.
➡️ Cancelable tasks can be created using Promise.withResolvers() by exposing a cancel method.
➡️ […]
➡️ JavaScript does not natively provide an API to cancel a regular Promise.
➡️ Promise.withResolvers() returns an object with a new Promise and functions to resolve or reject it.
➡️ Cancelable tasks can be created using Promise.withResolvers() by exposing a cancel method.
➡️ […]
Reposted by WetHat💦
Starting with v23.6.0, Node.js supports TypeScript without any flags. This means you can run TypeScript files directly in Node.js without transpiling. However, there are some limitations to be aware of:
➡️ no support for non-JavaScript language features, JSX […]
[Original post on fosstodon.org]
➡️ no support for non-JavaScript language features, JSX […]
[Original post on fosstodon.org]
January 31, 2025 at 11:21 AM
Starting with v23.6.0, Node.js supports TypeScript without any flags. This means you can run TypeScript files directly in Node.js without transpiling. However, there are some limitations to be aware of:
➡️ no support for non-JavaScript language features, JSX […]
[Original post on fosstodon.org]
➡️ no support for non-JavaScript language features, JSX […]
[Original post on fosstodon.org]
Reposted by WetHat💦
Key Points:
➡️ The full R1 model requires 400GB of disk space and significant CPU, GPU, and RAM resources.
➡️ Distilled models are available, ranging from 1.5-70B parameters, requiring 1-40GB of disk space.
➡️ The tutorial explains how to install and run […]
[Original post on fosstodon.org]
➡️ The full R1 model requires 400GB of disk space and significant CPU, GPU, and RAM resources.
➡️ Distilled models are available, ranging from 1.5-70B parameters, requiring 1-40GB of disk space.
➡️ The tutorial explains how to install and run […]
[Original post on fosstodon.org]
January 28, 2025 at 11:31 AM
Key Points:
➡️ The full R1 model requires 400GB of disk space and significant CPU, GPU, and RAM resources.
➡️ Distilled models are available, ranging from 1.5-70B parameters, requiring 1-40GB of disk space.
➡️ The tutorial explains how to install and run […]
[Original post on fosstodon.org]
➡️ The full R1 model requires 400GB of disk space and significant CPU, GPU, and RAM resources.
➡️ Distilled models are available, ranging from 1.5-70B parameters, requiring 1-40GB of disk space.
➡️ The tutorial explains how to install and run […]
[Original post on fosstodon.org]
Reposted by WetHat💦
Meta's Community Notes system is effective in addressing misinformation? Yes, until it's not when:
➡️ There is not enough user engagement.
➡️The community response is too late.
➡️The community is poisoned by bad faith actors.
➡️The 'algorithm' works against it.
➡️Facts are NOT a […]
➡️ There is not enough user engagement.
➡️The community response is too late.
➡️The community is poisoned by bad faith actors.
➡️The 'algorithm' works against it.
➡️Facts are NOT a […]
Original post on fosstodon.org
fosstodon.org
January 24, 2025 at 11:31 AM
Meta's Community Notes system is effective in addressing misinformation? Yes, until it's not when:
➡️ There is not enough user engagement.
➡️The community response is too late.
➡️The community is poisoned by bad faith actors.
➡️The 'algorithm' works against it.
➡️Facts are NOT a […]
➡️ There is not enough user engagement.
➡️The community response is too late.
➡️The community is poisoned by bad faith actors.
➡️The 'algorithm' works against it.
➡️Facts are NOT a […]
Reposted by WetHat💦
Key Points:
➡️ Meta is a controversial partner in the Social Web Foundation, raising concerns about its influence on the Fediverse.
➡️ The Fediverse has two models: growth Fediverse and movement Fediverse, each with different goals and values.
➡️ The growth Fediverse focuses on technical […]
➡️ Meta is a controversial partner in the Social Web Foundation, raising concerns about its influence on the Fediverse.
➡️ The Fediverse has two models: growth Fediverse and movement Fediverse, each with different goals and values.
➡️ The growth Fediverse focuses on technical […]
Original post on fosstodon.org
fosstodon.org
January 22, 2025 at 12:58 PM
Key Points:
➡️ Meta is a controversial partner in the Social Web Foundation, raising concerns about its influence on the Fediverse.
➡️ The Fediverse has two models: growth Fediverse and movement Fediverse, each with different goals and values.
➡️ The growth Fediverse focuses on technical […]
➡️ Meta is a controversial partner in the Social Web Foundation, raising concerns about its influence on the Fediverse.
➡️ The Fediverse has two models: growth Fediverse and movement Fediverse, each with different goals and values.
➡️ The growth Fediverse focuses on technical […]
Reposted by WetHat💦
#ollama models:
➡️ #codellama offers versatile development assistance with advanced pattern recognition and infilling capabilities.
➡️ Qwen 2.5 Coder transforms debugging by providing intelligent solutions to root causes.
➡️ WizardLM2 excels in rapid prototyping and multilingual […]
➡️ #codellama offers versatile development assistance with advanced pattern recognition and infilling capabilities.
➡️ Qwen 2.5 Coder transforms debugging by providing intelligent solutions to root causes.
➡️ WizardLM2 excels in rapid prototyping and multilingual […]
Original post on fosstodon.org
fosstodon.org
January 22, 2025 at 9:50 AM
#ollama models:
➡️ #codellama offers versatile development assistance with advanced pattern recognition and infilling capabilities.
➡️ Qwen 2.5 Coder transforms debugging by providing intelligent solutions to root causes.
➡️ WizardLM2 excels in rapid prototyping and multilingual […]
➡️ #codellama offers versatile development assistance with advanced pattern recognition and infilling capabilities.
➡️ Qwen 2.5 Coder transforms debugging by providing intelligent solutions to root causes.
➡️ WizardLM2 excels in rapid prototyping and multilingual […]