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WetHat💦

@WetHat.fosstodon.org.ap.brid.gy
35 followers 2 following 292 posts

I enjoy programming computers. #fedi22 #Mastodon #Fediverse #Programming #OpenSource #FOSS #MachineLearning #ArtificialIntelligence #AI #Python #CommonLisp […] [bridged from fosstodon.org/@WetHat on the fediverse by fed.brid.gy ]

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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 22/05/2025
AI Fundamentals: A organized and detailed introduction to AI, complete with technical diagrams, glossary, and actionable insights. Its treatment of opportunities and challenges resonates with both beginners and experts. Some sections could benefit from deeper case studies or illustrations of […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 05/05/2025
Top 5 AI-Based Code Editors for Coding in 2025 - DEV Community The article covers: ➡️ VSCode ➡️ Cursor ➡️ Tabnine ➡️ Amazon CodeWhisperer ➡️ JetBrains AI Assistant dev.to/aneeqakhan/top-5-ai-based-co… #AI #Programming #AICodeGeneration #AICodeEditors
dev.to
Top 5 AI-Based Code Editors for Coding in 2025
AI-powered code editors are revolutionizing how developers write, debug, and optimize code. With the latest advancements in AI-driven coding assistance, developers can now write code faster, detect errors more efficiently, and automate repetitive tasks. Here are the best AI-based code editors in 2025 and their pricing details. ## 1. Visual Studio Code (VS Code) + GitHub Copilot 🚀 ### 📌 Best for AI-powered autocomplete, real-time coding assistance ### 📌 Pricing (2025) **✅ VS Code:** Free **💰 GitHub Copilot:** Free (Basics), $4/month (Team), $21/month (businesses) VS Code remains one of the most widely used open-source code editors. When integrated with GitHub Copilot, it provides real-time AI-powered code suggestions, making development faster and smarter. ### 🔹 Key AI Features: ✔️ AI-powered code autocomplete and inline suggestions ✔️ Context-aware code generation based on natural language prompts ✔️ AI-assisted debugging for faster error resolution ✔️ Supports multiple languages (Python, JavaScript, Java, C++, etc.) ### 🔹 Why Use It? If you need a powerful AI coding assistant within a free and customizable editor, VS Code with GitHub Copilot is an excellent choice. ## 2. Cursor — AI-Native Code Editor 💡 ### 📌 Best for AI-first coding experience, real-time AI chat assistance ### 📌 Pricing (2025) ✅ Free for basic use 💰 Pro Plan: $20/month Cursor is an AI-native code editor, meaning it was built from the ground up with AI at its core. It offers intelligent code suggestions, debugging, and real-time AI chat for coding help. ### 🔹 Key AI Features: ✔️ AI-powered code completion & inline explanations ✔️ Smart code refactoring for cleaner, optimized code ✔️ Inline AI chat assistant for real-time coding guidance ✔️ Supports multiple languages and frameworks ### 🔹 Why Use It? If you want an AI-first code editor that actively assists in writing, refactoring, and debugging, Cursor is one of the best options in 2025. ## 3. Tabnine — AI-Powered Code Completion ✨ ### 📌 Best for AI-enhanced code predictions and automation ### 📌 Pricing (2025) 💰 Pro Plan: $9/month 💰 Enterprise Plan: $39/month for Enterprise Tabnine is an AI-powered code completion tool that integrates with VS Code, JetBrains, Sublime Text, and other IDEs. It provides context-aware code suggestions to speed up development. ### 🔹 Key AI Features: ✔️ Predictive AI-powered code completions ✔️ Supports multiple IDEs and programming languages ✔️ Private AI models for secure code suggestions ✔️ Helps maintain coding best practices with AI insights ### 🔹 Why Use It? If you need AI-assisted code completions across multiple IDEs, Tabnine is an excellent AI coding assistant. ## 4. Amazon CodeWhisperer 🌍 ### 📌 Best for AI-powered coding for AWS and cloud development ### 📌 Pricing (2025) ✅ Individual Use: Free 💰 Professional Plan: Custom per user for Pro Amazon CodeWhisperer is AWS’s AI-powered code suggestion tool. It’s designed for enterprise and cloud-based development, offering AI-driven coding assistance while maintaining security and compliance. ### 🔹 Key AI Features: ✔️ AI-generated code suggestions optimized for AWS development ✔️ Security scanning for vulnerabilities in cloud applications ✔️ Multi-language support (Python, JavaScript, Java, Go, etc.) ✔️ Seamless integration with AWS cloud services ### 🔹 Why Use It? If you work with AWS or cloud-based applications, Amazon CodeWhisperer provides AI-powered assistance tailored for cloud environments. ## 5. JetBrains AI Assistant 🧠 ### 📌 Best for AI-enhanced development in JetBrains IDEs (IntelliJ, PyCharm, WebStorm) ### 📌 Pricing (2025) 💰 Included in JetBrains Subscription Plans (starting at $8.33/month) JetBrains has integrated AI-powered features into its popular IDEs, such as IntelliJ IDEA, PyCharm, and WebStorm. The JetBrains AI Assistant enhances code completion, debugging, and refactoring. ### 🔹 Key AI Features: ✔️ AI-powered smart code suggestions and refactoring ✔️ AI-assisted debugging and performance analysis ✔️ AI-driven documentation search and code explanations ✔️ Supports Java, Python, JavaScript, Kotlin, and more ### 🔹 Why Use It? If you’re using JetBrains IDEs, the AI Assistant will enhance your workflow with AI-driven automation and intelligent suggestions. ## Comparison Table: AI-Powered Code Editors & Pricing (2025) ## Final Thoughts AI-powered code editors in 2025 will make coding smarter, faster, and more efficient. These tools will reduce manual coding efforts, improve accuracy, and enhance developer productivity. ### Which AI-Based Code Editor Should You Choose? ✅ For a free AI-powered assistant: → Try VS Code + GitHub Copilot (basic features) or Amazon CodeWhisperer ✅ For an AI-native coding experience: → Cursor is the best choice ✅ For AI-enhanced code completion: → Tabnine is highly recommended ✅ For cloud and enterprise development: → Amazon CodeWhisperer is ideal ✅ For JetBrains IDE users: → JetBrains AI Assistant is a must-have With AI-powered tools becoming the future of coding, developers who integrate AI-based code editors into their workflow will code more efficiently and productively. Thank you for reading! Feel free to connect with me on LinkedIn or GitHub.
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 04/05/2025
How to Master SQL Joins | HackerNoon Various SQL join types with clear explanations and practical examples hackernoon.com/how-to-master-sql-jo… #SQL #Databases #SQLjoin
hackernoon.com
How to Master SQL Joins - Inner, Outer, Cross, and Self-Joins With Examples | HackerNoon
In this article, we’ll explore various SQL join types with clear explanations and practical examples.
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 24/04/2025
Seeing AI as a collaborator, not a creator | MIT Technology Review The key message of this article is: "AI can be, will be, and already is a tool for creative expression, but that true art will always be something steered by human creativity, not machines" […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 18/04/2025
Two complementary protocols for the emerging agent ecosystem (DEV Community): ➡️ A2A (Agent-to-Agent Protocol) is the backbone of inter-agent communication. ➡️MCP (Model Context Protocol) ensures models remain contextually equipped and tool-empowered. ➡️Together, they represent the evolution of […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 18/04/2025
GPT-4.1's 1M-token context window is insufficient for real-world Use Cases (HackerNoon): ➡️ A massive context window enables handling of extensive data within a single query. ➡️ Its practical application is hindered by prohibitive costs, extended latency, and the absence of robust citation […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 18/04/2025
OpenAI launches o3 and o4-Mini - gHacks Tech News The new OpenAI o3 and o4-Mini models: ➡️ integrate multimodal reasoning ➡️ provide improved transparency and enhanced responsiveness […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 16/04/2025
Simple Prompt Tweaks Derail LLM Reasoning - MarkTechPost ➡️ MIT researchers analyzed how input changes impact the response quality of 13 prominent LLMs. ➡️Prompt perturbations included irrelevant contexts, misleading (pathological) instructions, and a mix of additional yet unnecessary details […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 16/04/2025
A Field Guide to Rapidly Improving AI Products – O’Reilly This article subverts traditional tools-centric AI development by revealing how a focus on qualitative error analysis can uncover actionable, domain-specific weaknesses. Its analysis, addresses both strategic and operational challenges […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 04/04/2025
How to Use Wireshark Filters to Analyze Your Network Traffic This tutorial covers both foundational and advanced skills in using Wireshark: ➡️ Wireshark is a leading network protocol analyzer for capturing and dissecting packets. ➡️Wireshark filters dramatically reduce analysis time by […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 03/04/2025
Cryptography Handbook takeaways: ➡️Transition from Euler Totient Functions to Carmichael Functions for key generation, reduced decryption time without compromising security. ➡️Libraries like OpenSSL integrate Carmichael Function for RSA operations, ensuring compliance with standards. ➡️RSA's […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 02/04/2025
Embedding Models Misunderstand Language: ➡️ Text embeddings have blind spots, like capitalization misunderstandings, numerical inaccuracies, inability to detect negations, and confusion with ranges. ➡️Industry stories show dramatic consequences. ➡️ A hybrid approach—combining embedding models […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 01/04/2025
Over-engineering takeaways: ➡️ Misjudging future requirements can lead to inappropriate abstractions. ➡️ Avoiding over-engineering can be as impactful as achieving technical brilliance. ➡️Simplicity is key to maintainability. ➡️Avoid predicting needs that […] [Original post on fosstodon.org]
An illustration of the concept of balancing simplicity and complexity in software engineering.
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 31/03/2025
SOLID Principle = Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, and Dependency Inversion. A compact reference for developers with examples in C# dev.to/imajenasyon/solid-principle-… #Programming #Csharp #BestPractice #SOLIDprinciple #OOP
dev.to
SOLID Principle
Practicing the SOLID principles is a great way to prepare for your technical assessment. Below, I’ll...
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 29/03/2025
Elon Musk has merged X (formerly Twitter) with xAI in an all-stock deal, valuing the combined entity at $113 billion. This merger promises to leverage advanced AI capabilities and distribution. Almost certainly this AI will be trained on X posts, resulting in an extremely biased AI. Just another […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 29/03/2025
How to fix slow code: ➡️ Avoid logging everything in production: it eats resources and slows execution. ➡️ Loops matter: use optimized methods like list comprehensions in Python for speed. ➡️ Be mindful of hardware quirks like cache misses and memory fragmentation. ➡️ Understand how database […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 22/03/2025
#Bolt3D claims to revolutionize 3D scene generation by directly creating renderable 3D representations from one or more images. It achieves unprecedented speed and quality without requiring computationally expensive optimization or augmentation steps. arxiv.org/abs/2503.14445v1 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 22/03/2025
A beginner-friendly guide to #REST, #SOAP, #GraphQL, and #gRPC: ➡️ Introduces the distinct advantages of each API type and architecture. ➡️Has examples, such as REST’s use in e-commerce, GraphQL in social apps, and gRPC in microservices. ➡️Highlights emerging API trends like decentralized […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 20/03/2025
Top AI Tools for Academic writing - DEV Community The AI-powered tools listed in the article can help with research, structuring, writing, editing, citations, plagiarism checking and proofreading. dev.to/gerald_ayakins/top-ai-tools-… #AI #AITools #AIAssistants […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 19/03/2025
Build Your First Python Extension for VS Code in 7 Easy Steps - KDnuggets Follow this guide to build, test, and publish your own VSCode extension. www.kdnuggets.com/build-your-first-… #VSCode #Python #AppExtension #Programming
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 19/03/2025
The article offers a fresh perspective on improving AI data reliability by using Decentralized Physical Infrastructure Networks (DePINs): ➡️By using blockchain, DePINs create secure, verifiable real-world data streams for AI systems. ➡️Applications range from smart farming to bridges that […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 18/03/2025
The article provides good insights into industry leaders such as Waymo, DeepMind, and Amazon demonstrate the transformative power of Reinforcement Learning (RL). Takeaways: ➡️ RL drives autonomy and innovation across industries, but challenges like interpretability remain pivotal. ➡️ […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 17/03/2025
Takeaways: ➡️ User time is the ultimate currency: respect it by crafting intuitive and efficient interfaces. ➡️ Simplify complex tasks through step-by-step processes and on-demand details. ➡️ Leverage familiar design patterns to reduce mental effort and boost intuitiveness. ➡️ Provide […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 14/03/2025
Cursor AI, a popular code assistant, stopped generating code after 750-800 lines and suggested the developer learn coding to reduce dependency on AI. 😃 ➡️ This unexpected refusal aligns with Stack Overflow norms of encouraging learning over ready-made solutions. ➡️ Cursor's training on […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 12/03/2025
TypeScript is introducing a native compiler, dramatically enhancing performance by up to 10x.: ➡️ Native TypeScript reduces editor load times to 1.2 seconds and halves memory usage. ➡️ Release roadmap: TypeScript 7 with feature parity is expected by end of 2025. ➡️ Benefits include faster […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 09/03/2025
🌟 The Ultimate Guide to DevOps: Unlocking Speed, Efficiency, and Innovation (With a Dash of Fun!) The article uses relatable analogies, and even some DevOps-related jokes. It balances technical content with an approachable style, making it suitable for readers at different levels. Overall […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 09/03/2025
Mastering Recursion - DEV Community The article presents recursion as a process of breaking down problems into self-replicating subproblems. The examples a easy to understand and nicely explained. However, the title "Mastering Recursion" feels is a bit too enthusiastic as the article only […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 08/03/2025
Why care about Software Design: ➡️ Software design is critical for building scalable, maintainable, and efficient systems. ➡️ Good design reduces technical debt and simplifies implementation. www.freecodecamp.org/news/learn-sof… #SoftwareDesign […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 06/03/2025
OpenAI plans to introduce "agents" that serve niche markets, such as: ➡️ Sales lead management and ranking. ➡️ Software development assistance. ➡️ PhD-level research support. The pricing tiers start at $2,000 per month and climb up to $20,000 per month. That appears to be an attempt to […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 04/03/2025
TypeScript 5.8 introduces --erasableSyntaxOnly to disable enums, namespaces, and class parameter properties. Recap: “Erasable” syntax can be deleted without affecting runtime behavior. This move aligns with Node’s support for TypeScript and hints at a future with cleaner JavaScript […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 03/03/2025
I've asked Dall-E to generate a biodiversity chart of the wild animals of Tschernobyl and got this 👀 . Holy smokes! I did not know radioactivity could do this 😉 #AI #GenerativeAI #dalle3 #AIFail #WTF
A Biodiversity Chart of the wild animals of Tschernobyl where each animal is represented as a color-pencil drawing
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 01/03/2025
AI Detector: A tool designed to detect AI-generated content from models like ChatGPT, GPT-4, and Gemini. API Access is available for organizations. www.zerogpt.com/#google_vignette #AI #AIContentDetection #MachineLearning
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 01/03/2025
shevabam/get-rss-feed-url-extension: Retreive RSS feeds URLs from WebSite - Chrome Extension A simple yet effective tool for the RSS data mining toolbox. The browser extension simplifies the process of finding RSS feed URLs by displaying them directly. No more digging through a website's […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 27/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 27/02/2025
[2502.12252] Roadmap to fault tolerant quantum computation using topological qubit arrays The paper presents a well-defined roadmap for achieving fault-tolerant quantum computing, supported by detailed design components and protocols. If experimentally validated, that could significantly […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 22/02/2025
Finally! Mastodon is adding the ability to quote posts, enhancing community interaction and engagement while addressing potential misuse. You choose whether your posts can be quoted, get notified when they are, and withdraw quotes at any time […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 16/02/2025
Canada stands! A song about Canada becoming the 51st US state - or not. www.youtube.com/watch?v=RpYbMHxnyAE
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 16/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 16/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 13/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 12/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 12/02/2025
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. […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 12/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 11/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 09/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 08/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 07/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 06/02/2025
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 […]
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 06/02/2025
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]
An image of a stack of the three "Feynman Lectures on Physics" books. Volume I is on top of the stack
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WetHat💦 @wethat.fosstodon.org.ap.brid.gy · 05/02/2025
Key Points: ➡️ "pip show" command displays package metadata, including dependencies. ➡️ "pip freeze" lists all installed packages and their versions. ➡️ Check "requirements.txt" for project dependencies. ➡️ "pipdeptree" visualizes the dependency tree […] [Original post on fosstodon.org]
A stylistic image showing dependencies of Python packages.
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