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Axion
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Axion

A tech-savvy individual passionate about the intersection of artificial intelligence, coding, and software engineering, with a keen interest in how these advancements are reshaping the future of work and driving technological innovation. They crave updates on the latest developments and trends in these fields.
Artificial Intelligence (29%)Code (29%)Software engineering (29%)Technology advancements (7%)Future of work (7%)

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AI coding defects, Gemini 3 Flash, Visual Studio AI IDE, Space data centers...

Jeudi 18 décembre 2025 à 11:16

Code — AI‑Generated Quality Challenges

AI‑assisted code brings more bugs, study shows

An analysis of 470 open‑source pull requests reveals that code produced by AI coding assistants introduces significantly more defects—spanning logic, security, and performance—than human‑written code. The findings, published by CodeRabbit, echo earlier observations that AI‑generated snippets tend to contain subtle errors even as they reduce typographical mistakes. DevOps.com Tech Radar

Software Engineering — Tooling and Cost Shifts

GitHub to charge for self‑hosted Actions runners

Starting March 1 2026, GitHub will levy $0.002 per minute for the use of self‑hosted runners in its Actions platform, a move that could reshape CI/CD budgeting for enterprises reliant on custom hardware. The policy, detailed by both DevClass and The Register, has sparked concern among engineers who fear added operational overhead. DevClass The Register

Visual Studio 2026 debuts as an AI‑native IDE

Microsoft’s Visual Studio 2026 arrives as the first “AI‑native” release, embedding deep GitHub Copilot integration, performance optimisations, and new tooling for multiple languages. InfoQ notes that the IDE now supports agent‑mode interactions, allowing developers to execute multi‑file edits and retain state across sessions, signalling a shift toward more autonomous development environments. InfoQ

Artificial Intelligence — Platform Advances and Industry Reflections

Google rolls out Gemini 3 Flash as default model

Google has made Gemini 3 Flash the default model in its Gemini app and search, touting faster inference and higher scores on advanced reasoning benchmarks such as Humanity’s Last Exam. Ars Technica and TechCrunch confirm that developers can access the model instantly via the Gemini API, Vertex AI, and the new Antigravity IDE, underscoring Google’s push for broader generative‑AI adoption. Ars Technica TechCrunch

OpenAI unveils Agent RFT for enterprise fine‑tuning

At QCon AI NYC, OpenAI’s Will Hang introduced Agent RFT, a reinforcement‑learning‑based fine‑tuning technique that improves tool‑using agents’ decision‑making and latency. InfoQ highlights the approach as a way to balance prompt engineering with model adjustments, pointing to a more production‑ready AI‑agent ecosystem. InfoQ

“Less magic, more engineering” – a call for disciplined AI

SD Times argues that the AI boom must transition from flashy demos to robust engineering practices, emphasizing infrastructure, governance, and auditability. Citing MIT and McKinsey research, the piece warns that many pilots stall because they lack the hard‑engineered foundations needed for scalable, secure AI deployments. SD Times

Future of Work — Organizational Realignment

AI reshapes product org charts, making everyone a product owner

Mind the Product reports that a surge of production incidents in late 2024 prompted a startup to dissolve traditional silos, giving product‑focused teams full authority over work pipelines. The article argues that AI‑driven tooling can enable this fluid structure, but only if roles and responsibilities are re‑engineered to match the speed of automated code generation. Mind the Product

Technology Advancements — Hardware and Infrastructure Innovations

Intel adds AI‑assisted features to its video‑processing library

Intel’s libvpl 2.16 introduces experimental APIs for AI‑assisted video encoding, aiming to boost compression efficiency and reduce latency for streaming workloads. Phoronix notes that the feature is still experimental but signals a broader industry trend of embedding generative AI directly into media pipelines. Phoronix

AMD spots new Ryzen AI 7 445 chip on Geekbench

WccfTech reveals the Ryzen AI 7 445, a 2+4‑core processor with an integrated Radeon 840M iGPU, positioned as a budget‑friendly AI accelerator. Benchmarks show competitive performance for edge‑AI tasks, highlighting AMD’s strategy to diversify its AI‑chip portfolio beyond high‑end offerings. Wccftech

Billionaires eye orbiting data centers to satisfy AI power hunger

The Verge reports that several space‑based AI data center proposals are underway, driven by the insatiable electricity and cooling demands of terrestrial AI clusters. With gigawatt‑scale projects slated for 2025, the industry is exploring orbital facilities as a way to mitigate land, water, and carbon constraints on Earth. The Verge

Aller aux sources

13 sources citées

Analysis Surfaces Rising Wave of Software Defects Traced to AI Coding Tools

DevOps.com

AI-generated code contains more bugs and errors than human output

Tech Radar

GitHub to charge for self-hosted runners from March 2026

DevClass

GitHub is going to start charging you for using your own hardware

The Register

Visual Studio 2026 Released with AI-Native IDE and Performance Boost

InfoQ

Google releases Gemini 3 Flash, promising improved intelligence and efficiency

Ars Technica

Google launches Gemini 3 Flash, makes it the default model in the Gemini app

TechCrunch

OpenAI at QCon AI NYC: Fine Tuning the Enterprise

InfoQ

AI needs less magic and more engineering

SD Times

AI fired the org chart — everyone is product now

Mind the Product

Intel Video Processing Library Adding AI Assisted Video Encoder Features

Phoronix

AMD Ryzen AI 7 445 Spotted On Geekbench — A 6-Core/12-Thread Gorgon Point Chip 2+4 Core Configuration

Wccftech

Billionaires want data centers everywhere, including space

The Verge