After nearly 48 hours of testing, the new Google Home Speaker excels in audio quality, intuitive controls, and the Gemini assistant, but its microphone array struggles during music playback.

Flower Labs argues that less than 1% of the world's data is used today, and collaborative AI unlocks unprecedented scale by building networks where each party retains control over their data. They offer a federated learning framework, collaborative AI agent, and supergrid, with a community of 7,000+ developers.

The French startup's model includes features such as bounding boxes to help users better understand unstructured data.

The author argues that despite common complaints about AI-generated content being inaccurate, inauthentic, and undisclosed, human content suffers from similar issues. All online content should be judged on its own merits, and AI may eventually become a trusted source. The piece reflects on the 'Gutenberg parenthesis' and the need to relearn information evaluation skills.

This article explores how the ultra-wealthy are using investments in defense tech and robotics to build impregnable private fortresses, freeing themselves from dependence on the masses and fear of social unrest. The author uses personal experience and Silicon Valley trends to reveal a shift from philanthropy to fortification.

Introduction of Qwen-AgentWorld models.

For those of us who can’t drive due to disabilities, the drawbacks of these vehicles are vastly outweighed by the possibilities they offer. Waymo has been testing self-driving cars in London this summer with some hiccups, but Waymo and Wayve plan to launch driverless minicabs in the capital this year, offering new possibilities for disabled people.

Zaro is an AI operations layer that lets you build agents and apps on your existing context with a single prompt. It automates repetitive work, integrates with tools you already use, and uses credit-based pricing.

CFP Radar is the largest online directory of open Call for Papers (CFP), using AI to match talks to conferences. Users paste an abstract or description and get ranked matches with explanations. Currently features 661 open CFPs, 94 closing this week, 45 covering travel, spanning 63 countries.

Introducing Proxy Block-CAGE, a sparse attention prototype for long-context prefill. By splitting Q/K/V into blocks, using pooled summaries to select key blocks, and computing exact attention only within selected blocks, it achieves 2.61x speedup over dense attention at 16K tokens on a small Transformer, using only 0.39% of dense capacity while preserving 100% final-token agreement. The article details the evolution from genetic algorithms to mathematical optimization.

Leaked audio from Accenture reveals that non-technical employees are burning through AI token budgets on trivial tasks like converting PDFs to slides. As providers shift to per-token pricing, firms face soaring costs. Uber and Walmart have capped AI tool usage. Accenture plans to launch 'Token IQ' to manage token economics.

AI may widen intelligence gaps, leading to new forms of inequality.

Rolling aggregations compute statistics over a continuously shifting window of data, enabling real-time behavioral change detection and anomaly detection for AI systems. This article explores three approaches to efficiently compute rolling aggregations: tiled window aggregations, incremental views (Feldera), and parallel pushdown aggregations in RonDB, comparing their computational complexity and latency. Hopsworks offers both shift-left (precompute) and shift-right (on-demand) options to suit different use cases.

Coval, a voice AI testing startup, raised $28M to expand its platform as more enterprises deploy voice agents. Founded in 2024, Coval offers simulation, live performance tracking, and data labeling for voice and chat agents. Customers include Zoom and Deepgram. The funding round brings total to $31M.

Princeton researchers are using reinforcement learning and generative AI to design radio-frequency integrated circuits (RFICs) from scratch, producing chips that outperform human designs in record time. The AI generates unconventional layouts that push performance limits, but the field needs open datasets to advance further.

ZerfAI is a tool that uses AI to analyze user complaints from Reddit, Hacker News, and GitHub to generate micro SaaS ideas, helping entrepreneurs find opportunities from real pain points.

This article explores the accelerating pace of human progress, introducing the concept of the Law of Accelerating Returns and explaining why we tend to underestimate future advancements. Using analogies like time travel, it illustrates how exponential growth will lead to a world in 2050 that is unrecognizable today, setting the stage for the coming AI revolution.

This article explains why large context windows are not the same as agent memory, and how retrieval, compression, and summarization techniques fit together in an agent’s cognitive stack.

About 1,600 workers signed petition against tool that tracked staff keystrokes, mouse clicks and computer screen content. Meta pauses the program.

Grass 2.0 provides coding agents (Claude Code, Codex, OpenCode) with an always-on cloud computer, allowing you to monitor progress, approve decisions, and push changes from your iPhone. The redesigned, faster version is now on the App Store, with 10 free hours per new account, no credit card required.

The article argues that the AI agent industry is falling into a 'tool trap' by obsessing over protocols like MCP and AI Skills while neglecting the true strategic discipline: Agent Experience (AX). The author contends that protocols will keep changing, and understanding how agents interact with your systems and optimizing that experience is the key to long-term competitiveness. The piece outlines five steps to build an AX practice and emphasizes that AX is an extension of UX, DX, and CX.

Harness-1 is a compact retrieval agent that separates state management from the model, using an eight-tool interface and two-phase compression for efficient search.

Execlave is an AI agent management platform that provides real-time policy enforcement, security monitoring, and compliance auditing to keep AI agent behavior under control. It supports multiple policy types, compliance frameworks, and offers both cloud and self-hosted deployment options.

A deep dive into one of the most important techniques in modern AI — distillation — and how it addresses the cost, deployment, and specialization challenges of large-scale models.

A senior engineer reflects on why debugging remains crucial in the era of AI coding agents. While agents can produce confident but wrong explanations, humans must rely on hypothesis construction, evidence gathering, and learning system invariants to debug effectively. The article offers practical advice for cultivating debugging skills.

A German court ruled that Google is liable for its AI search summaries, rejecting defenses that users can check for themselves, and holding that the summaries are an expression of Google's business activities.

Local coding models are now mature, running on consumer GPUs with privacy and efficiency. This article reviews the best seven models, covering general coding, multimodal, reasoning, and more.

Samsung Electronics is expanding employee access to ChatGPT Enterprise and Codex, giving staff wider use of AI tools for technical and non-technical work. The deployment covers all Samsung Electronics employees in Korea and all Device eXperience employees worldwide, reversing earlier restrictions due to data security concerns.

Cory Doctorow discusses the dual impact of AI on workers: some find it helpful while others feel miserable. He clarifies he is not anti-AI but critical of its misuse. He defends web scraping for AI training as beneficial and warns against making internet records illegal.

Amazon Prime Day is on now, and ZDNET is tracking the best discounts in real time across TVs, laptops, tablets, smartwatches, phones, headphones, vacuums, and more. Plus, competing deals from Walmart, Costco, and Sam's Club. Sale runs through June 26; members can save at least 20%.