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Most agents run on borrowed sessions. The user authenticates, the agent inherits their full OAuth token, and a support agent that looks up invoices can also refund, delete, and modify. The agent needed read access to one record. The blast radius is every account in the system.
The Ferrari Luce, designed in partnership with Jony Ive, is an electric vehicle that will test the appetite of the superrich for EVs. The first Ferrari with five seats, the Luce will be among the most expensive Ferraris that aren't part of a limited production run at a starting price of roughly $640,000. It accelerates from 0 to 60 miles an hour in less than 2.5 seconds with a top speed that exceeds 190 mph. The vehicle has a range of roughly 330 miles despite an unusually large battery.
Huawei expects to be able to make chips on par with leading products manufactured by Intel and other top global companies by 2031. It has developed a technique that can create chips that match the transistor density of those manufactured with a 1.4-nanometer process. The US has restricted China's access to advanced semiconductor technologies since 2022. Huawei's technology could remove this obstacle for China in its tech rivalry with the US.
A team of engineers from Japan's Aerospace Exploration Agency (JAXA) and several Japanese universities has completed a successful ground combustion trial of a ramjet engine designed for a Mach-5 hypersonic aircraft. The test simulated a flight at five times the speed of sound. It was focused on validating the aircraft's heat-shielding, control surfaces, and engine performance under extreme conditions. The project's goal is commercial hypersonic passenger service by the 2040s.
The scientific loop has four roles: poser, proposer, verifier, and curator. These roles are not interchangeable. While AI is getting better at some roles, which questions are worth asking remains entirely human. The question of what to look for has not been automated.
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Should you choose Claude, Gemini, GPT, or an open source model for AI-powered search? Algolia tested every major LLM [11] (24 models altogether) on 1,577 shopping queries across three dimensions of quality: addressing user queries with relevant info, avoiding hallucinations, and responding in users' language. Understand which
Agent Sandbox enables the easy management of isolated, stateful, singleton workloads. It is ideal for use cases like AI agent runtimes. The core Sandbox API allows users to manage a single, stateful pod with a stable identity and persistent storage. Agent Sandbox supports extensions that build on the core Sandbox API to provide more advanced features.
Microsoft Webwright is a simple SWE-style browser agent framework that achieves state-of-the-art results on long-horizon web tasks. It gives agents a terminal that allows them to launch multiple browser sessions to inspect pages and complete web tasks. Webwright captures and inspects screenshots only when needed, and it enforces each web task to be completed end-to-end within a re-runnable Python script. It uses a small harness that adds just enough structure around completion, context, and reuse to avoid creating new failure modes.
AI will absolutely disrupt the job market, but the US has a long track record of creating new jobs in response to disruption. The growing demand for data centers has created more than 200,000 construction jobs since 2022. AI may eliminate jobs in some sectors, but it will lead to growth in others. The US economy can and will adapt to major advances in technology.
Microsoft is canceling most direct Claude Code licenses within its Experiences and Devices group. Affected engineers have been told to migrate to GitHub Copilot CLI by June 30. The pullback shows how the unit economics of enterprise AI coding do not work at current token prices.
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Pope Leo XIV has issued a letter warning that AI will reduce humans to mere cogs in a system driven toward ever greater efficiency and that the concentration of power in the hands of a few private actors must be countered.
Many people seem to think the point of AI coding is to write low-quality code as fast as possible, but the technology can also be used to write high-quality code.
Epic Games has released a short teaser trailer showing an updated version of Rocket League running on Unreal Engine 6 with more detailed car models and dynamic lighting reflections.
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GELT will be tied to the official currency of the country of Georgia and enable lower transaction costs, near-instant settlement, programmable payments, and more.
It's infuriating to invest time into reading something only to realize the author didn't invest the corresponding amount of time into writing it.
Greek swimmer Kristian Gkolomeev broke the non-enhanced world record time of 20.88 with a 20.81-second swim, earning him $250,000 for first place and a $1 million bonus for eclipsing the non-enhanced world record.
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AI code review has become a necessity so fast that no one knows what to look for. This Sonar workbook [5] breaks it down into:
Grok Build, a new coding agent and CLI, has launched in beta for SuperGrok and X Premium Plus subscribers. It supports complex coding projects by allowing plan mode reviews and integrates seamlessly with user conventions. Users can deploy Grok's capabilities for automation and parallel processing using headless mode and specialized subagents.
Pope Leo XIV recently released a document on the ethics of integrating AI into modern society. It touches on the environmental impact of the technology, covers the risks of algorithmic systems that make decisions that impact people's lives, discusses how AI amplifies the power of those with resources, and more. A link to the document is available in the article. The writing style is very approachable, even to non-Catholics.
The market is becoming a stack of memory problems. Hardware changes slowly, while software and model architectures can move quickly. Hardware companies will need to build architectures that remain useful as the bottleneck shifts.
Zvi judges Gemini 3.5 Flash the best model at its speed point but unconvincing against Opus 4.7 or GPT-5.5 outside latency-sensitive workloads, with Google positioning it as a daily driver for agentic workflows that outscores 3.1 Pro on Terminal-Bench and MCP Atlas while running 4x faster.
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On-policy distillation trains a student model on trajectories sampled from its own policy while a teacher provides dense token-level supervision through KL-based regularization, closing the train-inference distribution mismatch that off-policy methods suffer. The canonical formulation unifies forward-KL, reverse-KL, and JSD losses with reverse-KL emerging as the default for mode-seeking smaller students, and a one-line code swap of the regularizer model on top of an RL stack like Tinker implements the technique.
Models.dev consolidates specifications and pricing of various models, accessible via an API.
BenchBench is a benchmark that tests how well models can create a benchmark. It works as a great benchmark for model abilities as well as a test of models' self-awareness. The benchmark tests creativity and not just problem-solving ability. In tests, GPT 5.2 was the only winner, with every other model, from Opus 4.6 to GPT 5.5, struggling to create an actually useful benchmark that others had a hard time solving.
Google DeepMind's AlphaProof Nexus autonomously solved nine out of 353 open Erdős problems, including questions unanswered for decades, at inference costs of a few hundred dollars per problem.
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GPT-5.6 seems heavily focused on stronger multi-step reasoning, better agentic workflows, and improved frontend generation capabilities.
Prediction markets have failed to deliver Robin Hanson's 1990 Idea Futures vision.
TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [22].
DeepSeek's aim is to enable a $10 trillion Chinese AI hardware ecosystem and achieve a $1 trillion valuation for itself.
Apple plans to upgrade AI image tools, Genmoji and Image Playground, in iOS 27, enhancing visual quality and realism.
Project Nova is Firefox's biggest redesign in six years. Featuring softer tabs, a fire-inspired color palette, compact mode, and clearer privacy controls, the redesign aims to make the browser feel warmer and faster while maintaining its identity as the only major non-Chromium browser. The full rollout is expected later this year, with testing currently available in Firefox Nightly builds.
Apple is reportedly planning a major redesign of the AirPods settings experience in iOS 27, iPadOS 27, and macOS 27, making advanced features like adaptive audio, gesture controls, and hearing tools easier to find and manage as AirPods evolve into more sophisticated wearable devices — though a standalone AirPods app still may not be coming.
Apple is reportedly giving its Genmoji and Image Playground AI image generation models a major quality upgrade in iOS 27 after widespread criticism of the low-quality results introduced in iOS 18.2, especially compared to competing AI tools. The update may also expand Image Playground beyond Apple's own on-device models and ChatGPT integration to support additional third-party image generators, potentially including Google's Nano Banana models, while new features like photo library–based Genmoji suggestions are also expected.
Designers often struggle with finance tasks because they require a completely different mindset than creative work, disrupting their flow. The solution is to batch administrative tasks into dedicated "office hours" and automate repetitive processes like payment tracking and invoicing. As design businesses grow and add team members, having professional financial systems becomes crucial for maintaining trust and allowing everyone to focus on creative work.
Automattic ran a workshop where twenty designers learned to work directly in production codebases instead of just handing off designs to engineering teams. The goal was to close the gap between design and final product by having designers build with real components and APIs rather than just creating mockups in Figma. By the end, several designers had opened their first pull requests and were making design decisions directly in the codebase, representing a shift toward designers working closer to the actual product.
The real advantage in AI-powered design systems is not the number of tools or the sophistication of the model, but whether agents can access and reason over a company's accumulated decision-making memory — including design critiques, Slack discussions, ADRs, deprecated patterns, and research history. As AI agents take on longer and more complex tasks, poor context retrieval becomes increasingly expensive in both compute costs and human oversight, leading to repeated corrections and lost trust. The proposed solution is to structure organizational knowledge into searchable indexes or graph-based systems that connect components, decisions, owners, and outcomes, allowing agents to retrieve the right context before acting instead of repeatedly rediscovering it.
Repoclip is an AI-powered tool that automatically converts GitHub repositories into professional demo videos within 60 seconds by analyzing code structure and generating scripts, visuals, and narration.
Fraude Design is a satirical AI-free website builder that parodies poor design decisions and technical debt creation. It mocks founders who make bad design choices while convincing themselves their work is good, targeting CEOs who want to create subpar websites without effort.
MagicPath turns design into a multiplayer AI workspace where teams build and iterate on live, interactive browser-based interfaces together with no design-to-engineering handoff.
Figma Make now offers Make kits and Make attachments that provide real components, data, and constraints for more contextual prototyping. These new features give users greater control and context when building prototypes within Figma Make. The updates aim to make the prototyping process more efficient by starting with actual design elements rather than generic placeholders.