coding tasks Archives

Winsage

January 8, 2026

Microsoft’s Windows 11 AI Integration Draws Backlash on Performance, Privacy Woes

Microsoft's integration of artificial intelligence into Windows 11 has led to significant user dissatisfaction, with reports of sluggish performance, software bloating, and increased hardware strain. Users have experienced issues such as longer boot times, higher memory usage, and frequent glitches, particularly with features like Copilot, which disrupt multitasking. Outage trackers indicate surges in complaints about Microsoft Copilot, highlighting reliability issues. Concerns have also been raised about AI agents exhibiting hallucinations and security vulnerabilities, with users reporting risks of data leaks. Microsoft's claim that 30% of new Windows code is AI-generated has been met with skepticism due to persistent bugs. Hardware partners, such as Dell, have noted consumer disinterest in AI PCs, reflecting broader market hesitance. Privacy concerns have emerged regarding AI scanning user data, and internal reliance on AI for coding has led to notable errors. Security experts warn that deep AI integration could introduce new attack vectors. User feedback mechanisms have been criticized for slow responses, and there is a general call for AI tools that enhance rather than hinder user experience. Microsoft has adjusted its internal goals due to low demand for AI products, signaling a potential shift towards more user-centric updates.

AppWizard

November 18, 2025

Gemini 3 is Google’s most intelligent AI model and it’s available now — here’s everything you need to know

Gemini 3 Pro is the latest AI model from Google, marking the debut of the Gemini 3 series and enhancing Google's position in AI benchmarks. It is now available through the Gemini app and AI Mode in Google Search for paid subscribers. Gemini 3 Pro is recognized for its advanced multimodal understanding and coding capabilities, aiming towards artificial general intelligence (AGI). It has achieved a score of 1,501 points on the LMArena leaderboard, surpassing Grok 4.1 Thinking, and scored 37.5% on Humanity's Last Exam without tool usage. The model is designed to provide smart, concise, and direct responses, improving user interactions. It has an ELO score of 1,487 on the WebDev Arena leaderboard and can perform tasks such as building 3D video games and websites. Gemini 3 Deep Think, an enhancement of Gemini 3, is expected to improve results on Humanity's Last Exam to 41%. Gemini 3 is also accessible for developers through platforms like Google AI Studio and Antigravity, which features advanced AI agents capable of independent coding tasks. Subscribers to Google AI Pro and Ultra will soon have access to an automatic model selector in Search for complex queries.

Tech Optimizer

August 25, 2025

Python Dev Survey: PostgreSQL, AI Agents, Rust Drive Trends

- PostgreSQL is the preferred database for Python projects, with 45% of surveyed developers choosing it, up from 38% the previous year. - MySQL usage has declined to 30% among developers. - Over 80% of developers regularly use AI coding tools like GitHub Copilot and OpenAI’s ChatGPT. - 65% of AI tool users report productivity gains of at least 20%. - Concerns exist regarding over-reliance on AI tools, particularly in generating nuanced logic. - Rust's usage for Python package development has surged by 22% year-over-year. - Rust is favored for its memory safety and performance in creating secure extensions. - 86.7% of Stack Overflow users expressed a desire to continue using Rust. - Projections suggest AI agents could manage up to 40% of routine coding tasks by 2026. - Rust's integration is expected to reduce bugs in critical Python packages by 30%.

AppWizard

August 13, 2025

Google Gemini Canvas On Android: New Features Could Transform Mobile AI Experience

Google is enhancing the Canvas feature within its Gemini AI app on Android, expanding its functionality to allow users to create various content formats and develop apps within a sandbox-style interface. These updates were identified in the beta version 16.31.75.sa.arm64 of the Google app for Android during an APK teardown. The new capabilities may enable users to create web pages, infographics, quizzes, audio overviews, and apps directly from Canvas, moving closer to the interactivity available in the web version. However, Google has not officially confirmed the rollout or provided a timeline for when these features will be available to beta testers or the general public.

AppWizard

August 1, 2025

Gemini 2.5 Deep Think is finally heading to Google AI Ultra users

Google has rolled out an enhanced version of its Gemini 2.5 Deep Think model for subscribers of the Google AI Ultra plan. This upgraded model is designed to tackle complex challenges, including advanced mathematics and coding tasks, with improved speed and efficiency. It achieves a Bronze-level score in internal International Math Olympiad assessments and excels in benchmarks like LiveCodeBench V6 and Humanity’s Last Exam. The Google AI Ultra subscription, priced at per month, also includes early access to experimental video models, increased limits on tools, and 30TB of storage. An alternative, the Google AI Pro plan, is available at 0 annually.