A startup, Everand, is now bundling e-books, audiobooks, and book clubs in challenge to Amazon

Audiobook, e-book, or both? Now, you won’t have to choose. The Scribd-owned reading subscription service Everand wants to make the choice unnecessary. On Tuesday, the company took the wraps off a combined subscription that brings together Everand’s catalog of over 1.5 million audiobooks and e-books with the social book club app Fable, which Everand acquired…

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How to Fine-Tune LFM2 Using QLoRA and DPO: A Complete Step-by-Step Coding Tutorial on Google Colab

In this tutorial, we fine-tune Liquid AI’s LFM2 model through a complete open-source workflow. We start by loading the base LFM2 checkpoint with QLoRA, preparing a chat-style supervised fine-tuning dataset, training a lightweight LoRA adapter using TRL and PEFT, and then merging the adapter back into the model. We also extend the workflow with DPO…

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Squishmallows, dentures, and an ‘I Heart Hot Dads’ bag: Uber has found thousands of items left in robotaxis

For the past 10 years, Uber’s annual Lost & Found Index has provided a rather quirky anthropological snapshot of its riders — and even a few insights into society. The annual catalogue of millions of forgotten items ranges from mundane modern-day tools such as smartphones and laptops, to more eyebrow-raising objects like live fish, an…

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JetBrains Releases Mellum2: A 12B MoE Model for Fast, Specialized Tasks in Multi-Model AI Pipelines

JetBrains released Mellum2, open-sourcing the weights under the Apache 2.0 license. The first version of Mellum was a completion-focused 4B dense model. Mellum2 is its successor: a general-purpose model specialized in software engineering. It covers code generation and editing, debugging, multi-step reasoning, tool use and function calling, agentic coding, and conversational programming assistance. JetBrains team…

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Meet Microsoft Scout, Your AI Coworker That By no means Logs Off

Meet Microsoft Scout, Your AI Coworker That By no means Logs Off

Quickly, your coworkers in Microsoft Groups won’t all be human. Scout, an always-on AI agent introduced at Microsoft’s Construct developer convention on Tuesday, can undergo your work messages, calendar, and electronic mail inbox to automate duties, reschedule assembly conflicts, and draft professional-sounding responses. Microsoft roughly constructed an enterprise agent on high of OpenClaw, the AI…

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TinyFish Launches BigSet: An Open-Source Multi-Agent System That Builds Structured Live Datasets from Plain-English Descriptions

Building a structured dataset from the web is still a pipeline problem. You identify a data source, write or configure a scraper, design a schema, handle deduplication, schedule refreshes, and fix breakage when upstream sites change. That process stays roughly the same whether you do it once or a hundred times. TinyFish is releasing BigSet…

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