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- Microsoft's Human-centered AI
Microsoft's Human-centered AI
Microsoft’s Copilot gets more human, Amazon’s AI helps you decide what to buy, and Google achieves a 13,000× quantum speed breakthrough.
The AI world just got a lot more human, helpful, and hyper-intelligent, blending emotional intelligence, personalization, and computational breakthroughs all at once.
🤝 Microsoft Copilot Fall Release – Making AI feel human with features like group collaboration, long-term memory, “real talk” mode, and the expressive companion Mico blending warmth, context, and intelligence across Windows and Edge.
🛍️ Amazon Help Me Decide – A new generative AI shopping tool that analyzes your habits and reviews to recommend the best product with clear, human-like reasoning simplifying choices instantly.
⚛️ Google Quantum Echoes – A verified quantum leap: Google’s new algorithm runs 13,000× faster than supercomputers, marking the first true quantum advantage and opening doors to molecular and materials breakthroughs.
From empathetic copilots and personalized shopping to quantum breakthroughs, this week’s AI wave is redefining what “intelligence” really means, human at heart, superhuman in capability.
AI That Feels Like Human, Helpful, and Connected

Microsoft has launched its Copilot Fall Release, introducing 12 new features designed to make AI more personal, useful, and human-centered across Windows, Edge, and other platforms. The update includes Group collaboration for up to 32 users, a creative space called Imagine, and Mico, an expressive character that adds warmth to interactions. Copilot now offers long-term memory, natural-language search across connected services like Gmail and Google Calendar, and proactive suggestions based on user activity. New capabilities include Copilot for Health with credible medical information, Learn Live for interactive tutoring, and enhanced browsing with Copilot Mode in Edge and deeper integration into Windows 11 via "Hey Copilot" voice activation. The release also introduces a "real talk" conversation mode that challenges assumptions constructively, aiming to foster more authentic AI-human interaction.
Amazon’s AI 'Help Me Decide' Makes Picking the Right Product Fast and Easy

Amazon has launched an AI shopping feature called Help Me Decide that uses generative AI to analyze your browsing and purchase history, recommending the best product with clear explanations of why it suits your needs. Available in the Amazon Shopping app and mobile browser, the tool appears after you browse several similar items, offering one primary suggestion plus an upgrade and budget option. Built on Amazon’s LLMs and AWS technologies like Bedrock, SageMaker, and OpenSearch, it personalizes recommendations with context from customer reviews and preferences. This launch expands Amazon’s AI shopping ecosystem following tools like Rufus, Lens Live, and AI-powered shopping guides, all aimed at making shopping faster, simpler, and more personal.
Google’s Quantum Echoes Algorithm: 13,000x Speedup
Google has achieved a major quantum computing milestone with its new Quantum Echoes algorithm, run on the Willow quantum chip, marking the first verifiable quantum advantage in history. The algorithm executes complex calculations 13,000 times faster than the world’s top supercomputers and can be independently repeated on other quantum systems for confirmation. Using a 105-qubit Willow processor, Quantum Echoes computes the Out-of-Time-Ordered Correlator (OTOC), allowing scientists to study physical systems like molecules, black holes, and magnets with ultra-high precision. This breakthrough demonstrates both speed and verifiability, paving the way for applications in molecular modeling, drug discovery, and materials science. Published in Nature, it signals a turning point from theoretical demonstrations to practical quantum computation.
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Top AI Products from this week
HakkoAI - Stuck on a frustrating boss in PC games? Or lost in a maze-like puzzle? Don't alt-tab for guides! With HakkoAI, just ask aloud. Your AI gaming advisor delivers the perfect tip via real-time voice chat, right when you need it.
Gelt.dev - With Gelt, you can prompt, run, and deploy full-stack web apps in minutes - no setup or coding needed. Fully Agent-powered, production-ready, and up to 40% cheaper than competitors. Pay per message, integrate Stripe and more in one click, and deploy instantly.
Unblur Image - Enhance any blurry photo instantly with AI. Unblur images, restore details, and upscale resolution by 2×–4× directly in Chrome. Supports JPG, PNG, WEBP - perfect for photos, scans, and low-res visuals.
FitMaxx - Rate your physique with AI 💪 Get instant feedback on your body’s strengths, track progress, and see how far you can go.
Crimson - AI-powered video management platform. Organize, search, and analyze your videos instantly. Find content by people, places, or spoken words.
linkgo.dev - Find and compare 100+ AI tools including GPT-4, Claude, Stable Diffusion, ElevenLabs and more. Complete reviews, pricing, and features for developers and businesses. Free AI tool directory with advanced tagging system.
This week in AI
Snapchat’s AI Imagine Lens - Snapchat’s AI-powered Imagine Lens is now free for all US users. Create, edit, and share custom AI-generated images using text prompts right in the app.
Continual Learning with Sparse Memory Finetuning - Brave researchers uncovered a new class of “invisible” prompt injection attacks in AI browsers, where hidden text in webpages or images can hijack AI assistants to perform unauthorized actions, exposing major security risks in agentic browsing.
High-Level DSL for ML Performance - PyTorch introduced Helion, a high-level DSL that merges Python simplicity with Triton’s power, automating kernel tuning for top GPU performance and cross-hardware portability.
Britain’s First AI TV Presenter - Channel 4’s documentary featured Britain’s first AI TV presenter, revealed only at the end, showcasing how rapidly and convincingly AI can mimic real humans on screen.
Google Meet’s AI Makeup 12 Realistic Virtual Looks - Google Meet adds AI-powered makeup with 12 studio-quality, natural styles that stay aligned on your face in video calls.
Paper of The Day
This paper proposes a coherence-based measure of AGI that evaluates balanced proficiency across essential cognitive domains instead of average performance. It addresses limitations of prior metrics by penalizing imbalance and highlights that current models like GPT-4 and GPT-5 have uneven capabilities despite high average scores. This metric better reflects true general intelligence by focusing on systemic robustness and inter-domain coherence. It suggests that genuine AGI requires balanced, integrated abilities, not just specialized peaks.
To read the whole paper 👉️ here