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AI Fundamentals:An organized and detailed introduction to AI, complete with technical diagrams, glossary, and actionable insights. Its...

AI Fundamentals:

An 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 complex processes, such as the AI development lifecycle or the inner workings of neural networks.

https://dev.to/furqanahmadrao/ai-fundamentals-what-everyone-should-know-in-the-age-of-artificial-intelligence-3gmm

#AI #MachineLearning #NeuralNetworks #DataScience #Tutorial

Top 5 AI-Based Code Editors for Coding in 2025 - DEV CommunityThe article covers:➡️ VSCode➡️ Cursor➡️ Tabnine➡️ Amazon...

Top 5 AI-Based Code Editors for Coding in 2025 - DEV Community

The article covers:
➡️ VSCode
➡️ Cursor
➡️ Tabnine
➡️ Amazon CodeWhisperer
➡️ JetBrains AI Assistant

https://dev.to/aneeqakhan/top-5-ai-based-code-editors-for-coding-in-2025-obm

#AI #Programming #AICodeGeneration #AICodeEditors

How to Master SQL Joins | HackerNoonVarious SQL join types with clear explanations and practical...

How to Master SQL Joins | HackerNoon

Various SQL join types with clear explanations and practical examples

https://hackernoon.com/how-to-master-sql-joins-inner-outer-cross-and-self-joins-with-examples?source=rss

#SQL #Databases #SQLjoin

Seeing AI as a collaborator, not a creator | MIT Technology ReviewThe key message of this article is: "AI can be, will be, and already...

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"

https://www.technologyreview.com/2025/04/23/1114891/editors-letter-creativity-art-ai-collaboration-humanity-technology/

#AI #AIAssistants #Art #AiArt #ArtificialCreativity #Creativity #AITools

Two complementary protocols for the emerging agent ecosystem (DEV Community):➡️ A2A (Agent-to-Agent Protocol) is the backbone of...

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 AI system architecture.

https://dev.to/logto/a2a-vs-mcp-two-complementary-protocols-for-the-emerging-agent-ecosystem-2mp6

#AI #A2A #MCP #AIAgents #AgentInteraction #AutonomousSystems #AgenticAI

GPT-4.1's 1M-token context window is insufficient for real-world Use Cases (HackerNoon):➡️ A massive context window enables handling...

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 mechanisms.
➡️ RAG outperforms large-context LLMs in scalability and cost-effectiveness.

https://hackernoon.com/gpt-41s-1m-token- context-window-is-impressive-but-insufficient-for-real-world-use-cases?source=rss

#AI #RAG #LLMs

OpenAI launches o3 and o4-Mini - gHacks Tech NewsThe new OpenAI o3 and o4-Mini models:➡️ integrate multimodal reasoning➡️ provide...

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.

https://www.ghacks.net/2025/04/17/openai-launches-o3-and-o4-mini-models-to-improve-chatgpts-reasoning-abilities/

#AI #OpenAI #OpenAIModels #ChatGPT

Simple Prompt Tweaks Derail LLM Reasoning - MarkTechPost➡️ MIT researchers analyzed how input changes impact the response quality of 13...

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.
➡️Quality dropped substantially, with average declines of up to 55.89% for irrelevant contexts.

https://www.marktechpost.com/2025/04/15/from-logic-to-confusion-mit-researchers-show-how-simple-prompt-tweaks-derail-llm-reasoning/

#AI #PropmtEngineering #LLMReasoning

A Field Guide to Rapidly Improving AI Products – O’ReillyThis article subverts traditional tools-centric AI development by revealing how...

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 while acknowledging the evolution of evaluation criteria in AI systems.

https://www.oreilly.com/radar/a-field-guide-to-rapidly-improving-ai-products/

#AI #MachineLearning #PromptEngineering #ProductDevelopment #DigitalTransformation #SyntheticData

How to Use Wireshark Filters to Analyze Your Network TrafficThis tutorial covers both foundational and advanced skills in using...

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 isolating relevant packets.
➡️Mastering filter syntax enables identification of unusual traffic patterns and security threats.

https://www.freecodecamp.org/news/use-wireshark-filters-to-analyze-network-traffic/

#Cybersecurity #NetworkTrafficAnalysis #Wireshark

Cryptography Handbook takeaways:➡️Transition from Euler Totient Functions to Carmichael Functions for key generation, reduced decryption...

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 vulnerabilities due to deterministic and malleable properties were pivotal in shaping cryptographic standards.

https://www.freecodecamp.org/news/the-cryptography-handbook-rsa-algorithm/

#Cyptography #CyberSecurity #Encryption #DataPrivacy #ComputerScience

Here is part 2 of the article with more examples of critical...

Here is part 2 of the article with more examples of critical failures:

https://hackernoon.com/hallucinations-by-design-part-2-the-silent-flaws-of-embeddings-and-why-your-ai-is-getting-it-wrong?source=rss

The article is a bit short on explaining the quality metric:The ' Cosine similarity' measures the cosine of the angle between two...

The article is a bit short on explaining the quality metric:
The ' Cosine similarity' measures the cosine of the angle between two embedding vectors, representing two pieces of text. The value ranges from -1 to 1, where:

- **1** indicates the texts are very similar.
- **0** indicates that the vectors are orthogonal, meaning no similarity.
- **-1** suggests the texts are diametrically opposed.

cosine similarity is used to evaluate how effectively embeddings capture semantic similarity.

Embedding Models Misunderstand Language:➡️ Text embeddings have blind spots, like capitalization misunderstandings, numerical...

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 with rule-based methods and domain-specific classifiers—proves more reliable.

https://hackernoon.com/hallucination-by-design-how-embedding-models-misunderstand-language?source=rss

#AI #TextEmbeddings #NaturalLanguageProcessing #MachineLearning #ArtificialIntelligence #DataScience

Over-engineering takeaways:➡️ Misjudging future requirements can lead to inappropriate abstractions.➡️ Avoiding over-engineering can...

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 aren't certain.
➡️Create abstractions that align with current and reasonable future requirements.

https://www.16elt.com/2024/09/07/future-proof-code/?_bhlid=684eaf1d61f0ce4a2732e0b8746f17c6e77724f4&utm_source=newsletter.csharpdigest.net&utm_medium=newsletter&utm_campaign=on-over-engineering

#Programming #SoftwareDesign #BestPractices #OverEngineering #Refactoring

SOLID Principle = Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, and Dependency Inversion.A compact...

SOLID Principle = Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, and Dependency Inversion.

A compact reference for developers with examples in C#

https://dev.to/imajenasyon/solid-principle-4jno

#Programming #Csharp #BestPractice #SOLIDprinciple #OOP

Elon Musk has merged X (formerly Twitter) with xAI in an all-stock deal, valuing the combined entity at $113 billion. This merger promises...

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 step towards Elon's #EverythingApp pipe dream.

https://decrypt.co/312221/elon-musk-x-xai-113-billion-juggernaut

#AI #ElonMusk #SocialMedia #ArtificialIntelligence #XAI #TwitterX

How to fix slow code:➡️ Avoid logging everything in production: it eats resources and slows execution.➡️ Loops matter: use optimized...

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 queries and copy-paste operations can impact efficiency.

https://www.freecodecamp.org/news/why-your-code-is-slow-common-performance-mistakes-beginners-make/

#Programming #Python #JavaScript #Csharp

#Bolt3D claims to revolutionize 3D scene generation by directly creating renderable 3D representations from one or more images. It achieves...

#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.

https://arxiv.org/abs/2503.14445v1

#ComputerVision #VirtualReality #3DModeling #GoogleResearch #LatentDiffusion #FeedForwardModels

A beginner-friendly guide to #REST, #SOAP, #GraphQL, and #gRPC:➡️ Introduces the distinct advantages of each API type and...

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 systems and AI-driven capabilities.

https://www.freecodecamp.org/news/learn-api-fundamentals-and-architecture/

#Programming #APIs #WebDevelopment #SoftwareDesign #SoftwareArchitecture #Microservices