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AI hardware, ethics, and market shifts drive 2025 innovation...
Jeudi 11 décembre 2025 à 11:40
Data Science & AI Ethics
IEEE launches dual AI ethics certifications
The IEEE Standards Association unveiled two new AI ethics certifications—one for professionals and another for products—aimed at embedding accountability, privacy, and bias‑mitigation into everyday AI deployments. According to IEEE Spectrum, the program aligns with the EU AI Act and offers a three‑year credential that can be earned through virtual or in‑person courses. This move positions the IEEE as a global gatekeeper for trustworthy AI, giving enterprises a concrete pathway to demonstrate compliance.
IEEE Spectrum
Oracle’s $10 billion AI data‑center burn raises efficiency questions
The Information reports that Oracle burned roughly $10 billion in a single quarter as it rushed to expand AI‑focused data centers for customers like OpenAI. While the investment underscores the soaring demand for high‑performance compute, analysts warn that such capital intensity may outpace revenue growth, forcing a rethink of cost‑effective data‑science pipelines. The episode highlights the tension between rapid AI scaling and sustainable financial stewardship.
The Information
Technology Trends & AI Infrastructure
AMD touts end‑to‑end hardware for enterprise AI
ZDNet emphasizes AMD’s strategy to provide a unified stack—from scalable compute to security—designed to meet the “once‑in‑a‑generation” compute needs of modern AI workloads. The company argues that many firms lack the foundational tech to exploit generative AI’s economic upside, and AMD’s integrated solutions aim to bridge that gap. This hardware‑first approach could become a cornerstone of next‑generation AI infrastructure.
Zdnet
DeepSeek circumvents export bans with smuggled Nvidia chips
The Information reveals that Chinese startup DeepSeek is secretly using thousands of Nvidia Blackwell GPUs, which are prohibited from export to China, by routing the hardware through third‑party nations and re‑assembling it locally. The illicit supply chain underscores the intense geopolitical scramble for cutting‑edge AI chips, raising concerns about compliance and supply‑chain security.
The Information
SK Hynix eyes U.S. listing amid AI‑driven growth
CNBC notes that SK Hynix, a major Nvidia supplier, is exploring a U.S. stock‑market listing as it scales production to satisfy soaring AI demand. The move reflects broader Asian chipmakers’ push to tap global capital markets and cement their role in the AI hardware ecosystem.
CNBC
Business Innovation in AI Tools
Progress adds Agentic UI Generator to Telerik and Kendo UI
SD Times reports that Progress Software has integrated an Agentic UI Generator into its Telerik and Kendo UI suites, enabling developers to produce production‑ready interfaces from natural‑language prompts. The feature, complemented by 12 new AI coding assistants, marks a shift toward “AI‑first” development environments that reduce manual coding effort.
SD Times
Google’s Gemini outpaces ChatGPT in user growth
Market Watch highlights that Google’s Gemini model is gaining users at a rate six times faster than ChatGPT, despite the latter’s larger installed base. The rapid adoption signals a competitive pivot toward more versatile multimodal models, urging enterprises to evaluate AI platform lock‑in risks and integration strategies.
Market Watch
AI Regulation & Market Standards
State attorneys general demand safeguards on “delusional” AI outputs
TechCrunch details a coordinated warning letter from dozens of U.S. state attorneys general urging major AI firms—Microsoft, OpenAI, Google, and others—to implement stronger safeguards against harmful or misleading model outputs. The letter reflects growing regulatory pressure to ensure AI systems are safe and trustworthy for the public.
TechCrunch
New RSL licensing standard forces AI firms to pay for scraped content
The Verge explains that the RSL (Really Simple Licensing) 1.0 specification, now an official standard, gives publishers the ability to require AI crawlers to obtain licenses before harvesting their data. Backed by platforms such as Yahoo and O’Reilly Media, the rule aims to create a transparent compensation model for the massive data pipelines that fuel generative AI.
The Verge
AI Market Dynamics & Agentic AI Outlook
Deloitte finds AI agents failed to achieve mainstream adoption in 2025
ZDNet cites Deloitte’s 2025 Tech Trends report, which concludes that autonomous AI agents fell short of expectations due to integration challenges, unclear ROI, and cultural resistance within enterprises. The analysis suggests that future success will depend on clearer business cases and tighter alignment with existing workflows.
Zdnet