Scuba Secures $34 Million for AI Context Platform
Productivity startup Scuba has raised $34 million to develop a context engine that helps teams and AI agents manage and access business data.

Productivity startup Scuba has raised $34 million to develop a context engine that helps teams and AI agents manage and access business data.

The European Central Bank identifies AI as a key driver for productivity, projecting a 4% increase in euro area output over the next decade if regional firms accelerate adoption.

JPMorgan Chase reports that its AI-related spending is currently below plan, even as the bank continues to scale internal AI adoption across its operations.

Developer Terkel Gjervig has unveiled Desktop Cleaning, an application that uses a physics-based virtual rug to hide cluttered files on a computer desktop.

A growing ecosystem of AI agents is enabling users to delegate complex tasks directly through text messaging, with top startups securing billion-dollar valuations.

A three-month study of 133 patent lawyers reveals that while AI increases short-term productivity, it may hinder long-term skill development for junior workers.

A Harvard study of 700 firms reveals that while AI coding agents boost code generation, they create bottlenecks in human review processes without increasing overall software output.

Jeff Bezos predicts that AI-driven productivity gains could enable a three-day workweek and reduce the need for dual-income households.

Asian manufacturers are reporting immediate production gains from AI, while the US expects to see productivity benefits from its infrastructure investments only by 2027.

Doubao Work has updated its platform with an infinite canvas feature, the Seedream 5.0 Flash image model, and the efficient Doubao 2.1 Lite language model.

Google has introduced Google AI Edge Foresight, an offline-first Mac application for meeting notes that utilizes the on-device EmbeddingGemma 2 model.

Tencent has integrated a standalone file browser into its WorkBuddy AI suite, enabling direct local file management and AI-assisted editing across multiple formats.

Goldman Sachs will require new hires to manage AI agents immediately, a shift that aims to boost productivity and restructure internal operations.

Microsoft is adding an automated spell-check feature to the new Outlook, with a global rollout scheduled to complete by early December 2026.
A product marketer shares a method for organizing AI-assisted workflows by focusing on task management instead of chat history or code editors.

Gamma Tech Inc. has released Gamma 5, an updated AI presentation platform that integrates over 20 models to improve design quality and reduce content creation time.

Google has added native Markdown support to Docs and Drive, enabling direct editing and collaboration on .md files to improve AI agent workflows.

A Mercor study shows frontier AI models outperforming licensed accountants in speed and accuracy, completing tasks in under 10 minutes at a fraction of the human cost.

Yandex 360 has rolled out new administrative controls, multi-account support for Telemost, and enhanced workload tracking features in its updated workspace suite.
Companies are struggling to turn AI-driven productivity gains into business value, often creating an illusion of progress while failing to improve customer outcomes.
