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Databricks OfficeQA benchmark exposes AI agents struggling

Databricks OfficeQA benchmark exposes AI agents struggling with real enterprise document work

Databricks launched OfficeQA, a new AI benchmark testing agents on real enterprise document tasks using U.S. Treasury Bulletins. The results reveal a sobering reality: even the best AI agents from OpenAI and Anthropic achieve less than 45% accuracy on document-heavy work that mirrors actual business needs, exposing a critical disconnect between academic tests and enterprise requirements.

Technology2 sources
Cursor automates 80% of support with AI help desk as $29

Cursor automates 80% of support with AI help desk as $29 billion startup reshapes workflows

Cursor's CEO Michael Truell revealed at Fortune's Brainstorm AI that the company has automated 80% of its employee support tickets using an internal AI help desk. The $29 billion AI coding-assistant startup also deployed AI-powered systems that let staff query company-wide information instantly, signaling how AI is transforming corporate workflows beyond just code generation.

Technology2 sources
NotebookLM's Audio Overview feature turns overlooked AI

NotebookLM's Audio Overview feature turns overlooked AI tool into productivity powerhouse

Google's NotebookLM has been quietly transforming how users digest complex information through its Audio Overview feature. This AI-powered function generates podcast-style conversational summaries from uploaded sources, with two virtual hosts actively discussing content. Now, its Interactive Mode lets users join the conversation mid-podcast to ask questions and get instant clarifications, turning the productivity tool into a personalized tutor for students, researchers, and writers.

Technology2 sources
Google executive calls AI search a web expansion moment,

Google executive calls AI search a web expansion moment, dismisses publisher harm concerns

Google's VP of product for search, Robby Stein, pushed back against industry fears that AI-powered search will damage web publishers and advertising revenue. Speaking at Reuters NEXT, he insisted outbound clicks remain stable and new search behaviors are expanding overall traffic, comparing the shift to the mobile transition.

Technology2 sources
AWS Kiro Powers Launch with Stripe, Figma, and Datadog to

AWS Kiro Powers Launch with Stripe, Figma, and Datadog to Fix AI Coding Assistant Bottleneck

Amazon Web Services unveiled Kiro powers at re:Invent, introducing dynamic loading for AI coding assistants with partnerships including Stripe, Figma, and Datadog. The system addresses context rot by activating specialized knowledge on demand, cutting token usage by up to 40 percent while improving response quality and reducing costs for developers.

Technology2 sources
Alexa Plus lets Fire TV users jump to movie scenes with

Alexa Plus lets Fire TV users jump to movie scenes with voice commands on Prime Video

Amazon launched an AI-powered feature for Fire TV that lets users jump directly to specific movie scenes by describing them to Alexa Plus. Instead of fast-forwarding, users can ask for scenes using character names, quotes, or plot details, and Prime Video will play them instantly. The feature uses Amazon Nova and Anthropic Claude models to analyze captions and X-Ray data from thousands of films.

Technology8 sources
AI Search Transforms Brand Visibility as Generative Engine

AI Search Transforms Brand Visibility as Generative Engine Optimization Replaces Traditional SEO

As AI tools like ChatGPT and Google's AI Overviews reshape how consumers discover information, brands face a new challenge: appearing in AI-generated answers rather than traditional search results. Generative Engine Optimization (GEO) focuses on brand mentions and citations within AI responses, requiring companies to rethink content strategy, structure, and authority in ways that differ fundamentally from decades-old SEO practices.

Technology5 sources
Stack Overflow launches AI Assist chatbot combining

Stack Overflow launches AI Assist chatbot combining community-verified answers with generative AI

Stack Overflow has publicly launched AI Assist, an AI chatbot for developers that prioritizes community-verified knowledge over general sources. After beta testing with over 250,000 programmers, the tool uses a hybrid RAG+LLM approach to deliver human-validated answers with transparent attribution, addressing declining trust in AI while meeting developers' evolving needs.

Technology2 sources
ChatGPT at Three: How OpenAI's Chatbot Revolutionized

ChatGPT at Three: How OpenAI's Chatbot Revolutionized Information Discovery

Three years after its launch, ChatGPT has fundamentally transformed how people search for information, growing from a research preview to 800 million weekly users and becoming the primary gateway to information for millions worldwide.

Technology5 sources
Google Gemini Develops ChatGPT-Style Projects Feature for

Google Gemini Develops ChatGPT-Style Projects Feature for Mobile Devices

Google is advancing a projects feature for Gemini AI that mirrors ChatGPT's workspace functionality, allowing users to compartmentalize conversations and files. The feature is being developed for direct mobile creation, though it remains in testing phases.

Technology2 sources
Google Integrates AI Mode into Circle to Search for

Google Integrates AI Mode into Circle to Search for Enhanced Follow-Up Queries

Google is rolling out an update to Circle to Search that automatically routes follow-up queries through AI Mode, featuring a new bottom search bar design and improved conversational capabilities for Android users.

Technology5 sources
Google Testing Integration Between Gemini and NotebookLM

Google Testing Integration Between Gemini and NotebookLM for Seamless AI Workflow

Google is reportedly developing interoperability features that would allow users to import NotebookLM notebooks directly into Gemini conversations and transfer Gemini chats to NotebookLM, creating a unified AI workspace for research and productivity tasks.

Technology5 sources
OpenAI's GPT-5 Accelerates Scientific Research Across

OpenAI's GPT-5 Accelerates Scientific Research Across Multiple Disciplines

OpenAI's latest GPT-5 model demonstrates significant potential in accelerating scientific research across mathematics, physics, biology, and cancer research, helping researchers solve complex problems and navigate vast literature databases in minutes rather than months.

Science3 sources
AI Chatbots May Hinder Deep Learning Compared to

AI Chatbots May Hinder Deep Learning Compared to Traditional Web Search, Study Finds

A comprehensive study involving over 10,000 participants reveals that using AI chatbots like ChatGPT for learning leads to shallower knowledge acquisition compared to traditional Google searches, raising concerns about the educational impact of AI tools.

Science4 sources
Zoho One Unveils AI-Powered Unified Workspace to Break Down

Zoho One Unveils AI-Powered Unified Workspace to Break Down Application Silos

Zoho introduces a major update to its business platform suite, featuring AI-driven cross-application intelligence, contextual workspaces, and unified integrations that eliminate traditional app boundaries for over 75,000 businesses worldwide.

Technology2 sources
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