The Archive
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Learning to lead in a hybrid human-AI enterprise
As adoption of AI agents looks set to surge by as much as 300% in the next two years, leadership teams are carefully considering the implications of a hybrid human-AI workforce. Unlike existing enterprise-level automation that relies on manual input, AI agents are capable of autonomously coordinating complex tasks, interacting with multiple tools and environments across…
Amazon employees ask Seattle to put the brakes on new data centers
On Tuesday, the Seattle City Council will vote on whether to enact a one-year moratorium on new data centers - just two months after several companies proposed building five large-scale centers in the city. Among the moratorium's fiercest supporters are current employees from the city's biggest tech giant, Amazon, who joined others to testify in support of the policy last week. Data centers have sparked protests across the country over concerns about water consumption, local electricity prices, and noise. In Seattle and the surrounding King County, the issue is coming to a head. If the city c...
The iPhone’s Last Stand
Siri isn't state of the art, but as long as it works — and it appears it does — it's good enough for the consumer market.
Five things you need to know about AI
At SXSW London last week I gave a talk called “Five things you need to know about AI,” in which I shared what I think are the biggest themes in AI right now. I pulled a few things from our first AI10 list, an annual guide to the most important trends in this buzzy world,…
Why Apple’s slow-and-steady AI bet is starting to look pretty smart
Can Apple's new AI glow up put to bed accusations that it's losing an all-important industry race?
Mercor’s Brendan Foody calls out Sequoia over ‘dual-pricing’ valuation tricks
Sequoia is just one of the top firms that sells same equity at two different prices.
North Mini Code: Agentic Coding Model for Developers
Introducing North Mini Code: Cohere's first open-source agentic coding model. Built for sovereign developers, this efficient 30B MoE model delivers strong software development performance with minimal hardware requirements.
Siri AI at WWDC 2026
Given how badly burned anyone who took Apple's 2024 WWDC Apple Intelligence announcements at face value was, I'm holding to a strict "I'll believe it when I see it" policy for everything they announced today . The new Siri AI features do at least look feasible with today's technology, especially since Apple are licensing a custom Gemini-derived model that they can run on their own Private Cloud Compute. It sounds like they'll be taking advantage of vision-LLMs to extract information from the user's screen, which neatly sidesteps the need for every existing application to ship custom code in o...
As OpenAI files for IPO, Sam Altman’s eye-scanning company is doing layoffs, report says
Tools for Humanity, Sam Altman's identify verification company, is reportedly struggling to generate revenue and will downsize its staff.
Apple’s WWDC AI demos looked more real after $250M false ad settlement
The vibe of Apple's 2026 WWDC keynote felt like a spouse proudly listing all the honey-do-list items tackled. One subtle example: the many AI demos of someone standing, phone in hand.
Apple is using AI to fix Safari’s extension problem
Apple is trying to solve one of Safari's biggest weaknesses with AI. Safari has long lacked the robust library of extensions that its rivals have, mainly due to the stringent development requirements from Apple. But now, Apple is inviting users to essentially vibe code their own extensions. In a demo shared by Apple, the company showed how you can ask Safari to create an extension by describing it. "Save and track cooking recipes from around the web," the prompt said. "Click the toolbar button to see your saved recipes and add notes to each." From there, Safari used Apple Intelligence to gene...
Following Anthropic, OpenAI files confidentially for IPO
ChatGPT-maker OpenAI has filed confidentially for an initial public offering, the company said Monday in a blog post. The filing comes a little more than week after its main rival, Anthropic, also filed to go public, ramping up the race between the two AI firms. OpenAI, which was last valued at $852 billion post-money, submitted […]
Apple plays catch-up at WWDC
Apple spent much of its WWDC keynote highlighting fixes, performance improvements, and long-requested features before unveiling its upgraded AI-powered Siri, signaling that the company wants users to see AI as just one part of a broader effort to improve its software.
Apple bets cheaper AI will woo small developers
As AI experimentation grows more expensive, Apple is waiving cloud API costs for developers with fewer than 2 million first-time App Store downloads.
Say hi to "Siri AI"—Apple announces new, more "conversational" voice assistant
New features coming this fall alongside two-tiered, Google-powered AI model overhaul.
Gemini 3.5 and Antigravity come to Google NotebookLM
NotebookLM is getting a big upgrade, but it's only for AI Ultra and enterprise accounts right now.
Apple just taught your iPhone to finish your sentences, your photos, and your workflows
Apple is adding new AI-powered features to Safari, Shortcuts, and Password apps.
Apple will let you build workflows using AI in its new Shortcuts app
Shortcuts gets an AI upgrade, letting you describe the workflow you want in a prompt.
Apple’s Image Playground doesn’t suck anymore
Apple's AI image generator is getting a makeover that could make it more competitive.
Apple’s Photos app is getting new AI editing features
A new spatial "Reframe" feature will let users use AI to adjust perspectives.
For the 2nd time in weeks, Microsoft packages laced with credential stealer
73 packages run self-replicating stealer as soon as they're opened by an AI agent.
Apple is fixing the headache of splitting the bill with its new Siri in Camera feature
"If you're grabbing a bite with friends and point your iPhone at the bill, then [you can] select what you ordered to split the tab with Apple Cash," said Apple VP of Software Sebastien Marineau-Mes.
Train Models Faster with JAX and MaxText Using NVFP4 on NVIDIA Blackwell
Pre-training frontier LLMs comes down to throughput. When training spans trillions of tokens across thousands of accelerators, every percentage point of step... Pre-training frontier LLMs comes down to throughput. When training spans trillions of tokens across thousands of accelerators, every percentage point of step time can add up to days of training and substantial compute costs. Numerical precision is one of the highest-leverage knobs available, but low- bit mixed-precision pretraining is hard to get right. To address this… Source
OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics
Vision-language model (VLM) agents are increasingly deployed in interactive game environments. Yet game benchmarks for VLM agents typically report a single first-attempt score per (agent, game) pair, focus on single-agent Solo play, and lack unified protocols for evaluating heterogeneous agent classes (commercial VLMs, open-weight VLMs, and specialized game policies) on the same footing. We address these gaps with OmniGameArena, a real-time benchmark of twelve newly built Unreal Engine 5 games spanning Solo (7), PvP (3), and Coop (2) with unified action interfaces, and the Improvement Dynamic...
An Agency-Transferring Model-Free Policy Enhancement Technique
Training reinforcement learning (RL) policies from scratch is costly: it requires careful reward and environment design, extensive tuning, and substantial computation. Yet many control problems already have a functional but suboptimal policy available as a baseline. This paper proposes a method for embedding such a baseline into the RL training process, simultaneously improving training efficiency relative to from-scratch methods and producing a learning policy that outperforms the baseline. At each step, the method arbitrates between the baseline policy and a trainable learning policy, initi...