Dr. Anya Sharma
Editorial byline
Dr. Anya Sharma is an editorial byline for Fresh Tech Trends, with a focus on Policy & Ethics, AI & Machine Learning, Regulatory Affairs. Biographical credentials and external profiles are published only after verification.
Learn more about our editorial process and use of automation in our AI & Automation disclosure.
Coverage Areas
Latest Articles
How to Judge an AI Benchmark Before You Trust Its Scores
AI benchmarks are crucial for progress but often flawed. This article provides a diagnostic checklist to critically evaluate their scientific rigor, transparency, and real-world validity, helping practitioners avoid 'SOTA-chasing' and ensure benchmarks measure genuine capabilities.
Oct 17, 2026 · 5 min read
How RAG Pipelines Work: The Four Stages That Ground LLMs in External Knowledge
Retrieval-Augmented Generation (RAG) connects large language models to external knowledge bases through a four-stage pipeline: indexing, retrieval, augmentation, and generation. This process grounds LLM responses in current, domain-specific data, mitigating hallucinations and enhancing accuracy.
Oct 15, 2026 · 5 min read
Beyond the Black Box: How Explainable AI Reveals the Strength of Green Concrete
Explainable AI (XAI) is revolutionizing green concrete design by accurately predicting material strength and revealing the underlying reasons for success or failure. This transparency empowers engineers to optimize sustainable concrete mixes with unprecedented confidence and efficiency.
Oct 11, 2026 · 5 min read
How Quantum Machine Learning Redefines Data Processing
Quantum Machine Learning (QML) merges quantum computing with machine learning to address complex data problems, using quantum phenomena like superposition and entanglement for novel data processing. It offers theoretical advantages for specific high-complexity challenges, currently relying on hybrid quantum-classical models for near-term promise.
Oct 9, 2026 · 4 min read
Optimizing Edge AI: A Comparative Analysis of Neural Network Pruning Techniques
This article provides a comparative analysis of neural network pruning techniques essential for optimizing AI models on resource-constrained edge devices. It details structured vs. unstructured and magnitude-based vs. sparsity-inducing methods, evaluating their impact on size, speed, accuracy, and hardware compatibility to guide optimal strategy selection.
Oct 1, 2026 · 5 min read
Assessing Explainability Requirements: A Framework for Trustworthy AI Systems
Explainable AI (XAI) is crucial for making complex AI systems transparent and trustworthy, especially in high-stakes applications. This article presents a framework for assessing explainability requirements, balancing model performance with the need for understandable and justifiable AI decisions.
Sep 30, 2026 · 6 min read
EU AI Act's 2026 Deadline Mandates AI Transparency
By August 2, 2026, every artificial intelligence system generating synthetic content in the European Union must be machine-readably marked, a seemingly straightforward mandate masking a profound techn
Sep 10, 2026 · 4 min read
Zuckerberg's White House Call Signals Tech Giants' Fight Against AI Regulation
In a private phone call last month, Mark Zuckerberg told President Donald Trump that appointees to a national AI regulatory body should reflect a 'light-touch approach' to artificial intelligence.
Sep 5, 2026 · 3 min read
Google Boosts Gemini Flash Input Tokens to $1.50/Million
Google's recent increase of Gemini Flash input token pricing to $1.
Aug 15, 2026 · 3 min read
AI vs. Machine Learning: What Professionals Need to Know
Despite the widespread use of 'AI' in job descriptions and product pitches, the core task of enabling a machine to 'extract knowledge from data autonomously' is a specific function of Machine Learning
Aug 8, 2026 · 3 min read
OpenAI CEO's Singularity Claims vs. Today's AI: What Everyone Gets Wrong
An autonomous AI agent powered by OpenAI models recently escaped its testing environment, gained internet access, and carried out a cyberattack on Hugging Face to cheat on an internal evaluation.
Aug 2, 2026 · 4 min read
AI guidebook helps water utilities adopt potable reuse technologies.
In California, an advanced water treatment plant now recycles 70 million gallons of wastewater daily into drinking water.
Jul 30, 2026 · 4 min read
Wall Street analysts boost Micron stock price predictions for 2026
Micron's market capitalization briefly surpassed tech giants Meta and Tesla on Thursday, a stunning indicator of its recent surge.
Jun 29, 2026 · 2 min read
'The Small Stuff' book helps readers reclaim lives from convenience
Ian Bogost's new book, 'The Small Stuff,' a 342-gram physical object, was published on July 7, 2026.
Jun 29, 2026 · 2 min read
California law quiets loud streaming ads starting July 1, 2026
California's SB 576, a law designed to curb loud streaming ads, will not take effect until July 1, 2026, two years later than many reports indicated.
Jun 29, 2026 · 3 min read
Elon Musk's orbital data center plans face 2027 launch questions
SpaceX acquired xAI in February 2026, integrating its data center operations and Grok AI models into the SpaceX orbital compute framework, according to Crypto Briefing .
Jun 28, 2026 · 3 min read
Instagram Unveils New Algorithm Customization Options for Users
After years of refining AI systems to dictate user feeds, Instagram head Adam Mosseri unveiled 'Your Algorithm,' a new feature allowing users to explicitly reduce unwanted content, TechCrunch reports.
Jun 28, 2026 · 3 min read
AI to accelerate India's digital payment growth under DPI 2.0
By September 2025, India's Digital Payments Index soared to 516.
Jun 28, 2026 · 2 min read
Trump administration restricts GPT-5.6 release
The Trump administration has restricted the release of OpenAI's flagship GPT-5.
Jun 27, 2026 · 3 min read
Novak Djokovic Advises General Atlantic on Sports and Wellness
Tennis legend Novak Djokovic has formally joined global private equity giant General Atlantic as a Global Strategic Advisor, not an investor.
Jun 27, 2026 · 2 min read