ai - CybAI news

25 Dec

Can You Serve Only Data to AI Crawlers?

stp2y0 CommentsNewsai, coding, community, development, engineering, inclusive, seo, software

What if AI crawlers could bypass downloading entire websites and only receive structured JSON data instead? Serving AI bots this way could drastically reduce inefficiencies, improve response times, and optimize resource use. Imagine delivering just the essential data—product names, prices, descriptions—without unnecessary UI, animations, or assets. This idea was inspired by Vercel’s blog post on AI crawlers and their growing influence on SEO. Here are some highlights that led to this thought: AI crawlers are gaining ground:GPTBot, Claude, AppleBot, and PerplexityBot made 1.3 billion fetches last month, accounting for 28% of Googlebot’s activity. JavaScript rendering limitations:Only Google’s Gemini and AppleBot…

23 Dec

OpenAI announces new o3 models

stp2y0 CommentsNewsai, coding, community, development, engineering, inclusive, openai, programming, software, webdev

OpenAI has recently unveiled its latest advancements in artificial intelligence: the o3 and o3-mini models. These models are designed to enhance reasoning capabilities, marking a significant leap in AI technology. In this tutorial, we'll explore the features of these new models, discuss their implications for developers, and introduce tools like Apidog that can streamline your API development process. 1. Introduction to OpenAI's o3 Models OpenAI has a history of pushing the boundaries of AI technology. Their latest release, the o3 model family, includes o3 and its streamlined counterpart, o3-mini. These models are engineered to tackle complex reasoning tasks, outperforming their…

22 Dec

PWA Pilipinas Roadshow in Baguio: A Night of Learning, Innovation, and Community

stp2y0 CommentsNewsai, codenewbie, coding, community, development, engineering, inclusive, javascript, software, webdev

Image from PWA Pilipinas Facebook Page On December 14, 2024, the 19hundred work.space in Baguio City became a vibrant hub of innovation as developers, tech enthusiasts, and community leaders gathered for the PWA Pilipinas Roadshow - Baguio. Organized by PWA Pilipinas, the event showcased the transformative potential of Progressive Web Apps (PWAs) and their role in shaping the future of web development. With engaging talks, practical insights, and a diverse audience, the roadshow delivered an evening that was both inspiring and community-driven. The event opened with Andresito de Guzman, Community Lead at PWA Pilipinas, who delivered a session titled “Quick…

22 Dec

Sentiment Analysis & Course Recommendation using Web Scraping

stp2y0 CommentsNewsai, brightdatachallenge, coding, community, devchallenge, development, engineering, inclusive, software, webdev

This is a submission for the Bright Data Web Scraping Challenge: Most Creative Use of Web Data for AI Models What I Built The "Sentiment Analysis for Course Recommendation" project leverages web scraping and a robust machine learning model, featuring a Random Forest Classifier trained on the Coursera dataset, to assess courses based on user comments and sentiments, offering a more nuanced rating system beyond conventional star ratings. Users simply input the URL of a course they wish to evaluate, and the system extracts and classifies comments as positive, negative, or neutral. The resultant course rating is computed from these…

21 Dec

How to Become a Successful Software Developer in 2024

stp2y0 CommentsNewsai, beginners, coding, community, development, engineering, inclusive, learning, programming, software

Greetings Dev.to community! Today I'd like to talk about things that I think are important in every developer's career, regardless of technology. The tech industry evolves quickly, and staying relevant as a developer can be challenging. Whether you’re a seasoned coder or just starting your journey, there are some timeless and essential strategies to help you stand out. Contribute to Open-Source Projects Open-source is the heart of the developer community. Contributing to these projects doesn’t just improve your skills — it’s also a way to make meaningful connections and build a strong portfolio. When you work on open-source projects, you’re…

21 Dec

Exploring GraphCodeBERT for Code Search: Insights and Limitations

stp2y0 CommentsNewsai, codesearch, coding, community, development, engineering, inclusive, microsoft, nlp, software

As a professional developer working daily with a massive codebase containing millions of lines of code and over 1,000 C# projects, finding the right pieces of code to modify can often be a time-consuming task. Recently, my interest has revolved around solving the problem of code search, and I was particularly intrigued by the potential of GraphCodeBERT, as outlined in the research paper GraphCodeBERT: Pre-training Code Representations with Data Flow. Encouraged by the promising results described in the paper, I decided to evaluate its capabilities. The pretrained model is available here, with a corresponding demo project hosted in the GitHub…

21 Dec

OpenAI’s next-generation o3 model will arrive early next year

stp2y0 CommentsNewsai, artificial intelligence, gear, news, openai

After nearly two weeks of announcements, OpenAI capped off its 12 Days of OpenAI livestream series with a preview of its next-generation frontier model. “Out of respect for friends at Telefónica (owner of the O2 cellular network in Europe), and in the grand tradition of OpenAI being really, truly bad at names, it’s called o3,” OpenAI CEO Sam Altman told those watching the announcement on YouTube.The new model isn’t ready for public use just yet. Instead, OpenAI is first making o3 available to researchers who want help with safety testing. OpenAI also announced the existence of o3-mini. Altman said the…

20 Dec

Google’s Gemini Deep Research tool is now available globally

stp2y0 CommentsNewsai, artificial intelligence, Deep Research, gear, Gemini 1.5 pro, google, news

A little more than a week after announcing Gemini Deep Research, Google is making the tool available to more people. As of today, the feature, part of the company’s paid Gemini Advanced suite, is available in every country and language where Google offers Gemini. In practice, that means Gemini Advanced users in more than 100 countries globally can start using Deep Research right now. Previously, it was only available in English.As a refresher, Deep Research takes advantage of Gemini 1.5 Pro’s ability to reason through “long context windows” to create comprehensive but easy-to-read reports on complex topics. Once you provide…

20 Dec

OpenAI o3 – Thinking Fast and Slow

stp2y0 CommentsNewsai, coding, community, development, engineering, inclusive, LLM, machinelearning, news, software

OpenAI has teased the o3 model today—a further development of the "reasoning" model and a successor to o1. I was impressed by how much it improved on the ARC-AGI-1 benchmark - a supposedly unbeatable benchmark by the current generation of LLMs. o1 's high-score was 32% while o3 jumped right at 88%. The authors of the Arc Challenge ($1mil reward for beating ARC-AGI) were quite confident that transformer-based models won't be successful in their benchmark - they were not impressed with o1. Yet, the o3 blog post is a completely different sentiment with words such as "surprising", "novel" and "breakthrough".…

20 Dec

Boost Your Productivity with SiteNotes: A Chrome Extension for Contextual Note-Taking

stp2y0 CommentsNewsai, beginners, coding, community, development, engineering, inclusive, productivity, software, tutorial

In a fast-paced digital world, organizing your thoughts while navigating countless web pages can be a challenge. Enter SiteNotes, a free and open-source Chrome extension that transforms the way you take and manage notes online. Whether you’re conducting research, brainstorming ideas, or simply jotting down reminders, SiteNotes is here to streamline your workflow without disrupting your browsing experience. What is SiteNotes? SiteNotes is a lightweight yet powerful Chrome extension designed for contextual note-taking. Unlike traditional note-taking tools, SiteNotes ties your notes to specific web pages or websites, ensuring your ideas remain contextual and easily retrievable. Its compact side panel interface…