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YOUR CUSTOMERS' AI AGENTS ARE COMING FOR YOUR DATA. ARE YOU READY?

AI will change the relationships customers will have with financial institutions, whether they decide to build anything with AI or not.

ADAPTING TO AI: WRITE THINGS DOWN

Organizations that have a culture of real writing will outperform those that do not.

CODE ISN'T PRODUCT

AI is scaling engineers' ability to create products and features, but it isn't scaling customer attention.

TEAM TOPOLOGIES AS THE INFRASTRUCTURE FOR AGENCY

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APPLE TO OVERHAUL IOS 27 SIRI, AI FEATURES: HERE'S A FIRST PEEK

Apple plans to announce a revamped Siri interface, a new chatbot-style app, and other major iOS 27 changes at its Worldwide Developers Conference on June 8. The launch will be a pivotal moment for the company's AI strategy. Apple previewed some of the features in 2024, but it suffered a series of delays that put it further behind competitors and hurt its reputation. The Siri revamp will likely be CEO Tim Cook's final major product launch before handing leadership over to John Ternus.

CLAUDE OPUS 4.8: “A MODEST BUT TANGIBLE IMPROVEMENT”

Claude Opus 4.8's most prominent improvement is its ability to be honest. It is more likely than previous models to flag uncertainties about its work and less likely to make unsupported claims. The model has a new feature that allows mid-conversation system messages. This means users can append updated instructions later in long-running conversations without restating the full system prompt.

THE MOST SPECTACULAR ROCKET EXPLOSION SINCE N1 JUST HAPPENED IN FLORIDA

A spectacular explosion occurred during a static fire test of Blue Origin's New Glenn rocket last night. The super heavy lift rocket exploded shortly after engine ignition. No one was injured during the failure, and the cause is still being investigated. A video of the explosion is available in the article.

WAYMO OPENS OJAI ROBOTAXIS TO SELECT RIDERS AS COMPANY AIMS TO LOWER COST OF FLEET EXPANSION

Waymo's new Ojai robotaxis are designed to work better in snowier conditions. They are cheaper to manufacture and feature the sixth-generation Waymo Driver, which can better detect critical details in low-light situations. The vehicles will be available to some public passengers in San Francisco, Los Angeles, and Phoenix, with service expanding to San Diego, Las Vegas, and Denver in the summer. Waymo plans to have thousands of Ojai cars on the road by the end of the year.

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INTRODUCING DYNAMIC WORKFLOWS IN CLAUDE CODE

Dynamic workflows in Claude Code enable Claude to take on challenging tasks end-to-end. Claude dynamically writes orchestration scripts that run hundreds of parallel subagents, checking the work before returning it to users. The feature is available now in research preview in the Claude Code CLI, Desktop, and the VS Code extension for Max, team, and Enterprise plans. It can consume substantially more tokens than a typical Claude Code session, so it is recommended that users start with a scoped task to get a feel for usage.

THE ORCHESTRATION TAX

Spawning agents is easy. The real skill is in designing the system around human attention. Agents can make you feel productive while barely producing anything. This failure mode will be invisible until the system breaks and the developer realizes they have no idea how it works anymore.

HOW META IS LOOKING FOR REVENUE OUTSIDE ADVERTISING TO JUSTIFY ITS BALLOONING CAPEX BILL

Meta's capital expenditures are forcing it to explore new revenue sources. The company has announced a series of subscription tiers and it is monetizing its AI chatbot. It is also launching a new Enterprise Solutions unit, which will mimic the forward-deployed engineer models used by Google and OpenAI to open up B2B revenue streams. The company is considering opening its own cloud computing business once it has excess compute.

HOW ONLINE SLEUTHING HELPED CATCH THE ‘GOOGLE INSIDER' ON POLYMARKET

Polymarket doesn't require users to submit proof of identity, making it mostly anonymous. However, it uses blockchain-based technology, which makes it possible for anyone to monitor the bets, profits, and losses of individual accounts. This allows sleuths to spot suspicious activity and call it out, even if they can't identify the actual traders. Online sleuths have become an unexpected ally of law enforcement in tackling the emerging challenge of insider trading on prediction markets. Blockchain trading is transparent and traceable - even sophisticated actors have trouble staying hidden.

WE'RE IN THE OVER-ENGINEERING GAME NOW

AI allows developers to over-engineer everything as the vision for the application is no longer constrained by resources.

THE RADICAL NETWORK REDESIGN THAT LED AWS TO FORGE A MORE RESILIENT CLOUD

A look at how a team at Amazon applied random graph theory to a data center network.

IBM RALLIES AFTER COMMITTING TO SPEND $10 BILLION TO PURSUE THE HOLY GRAIL OF QUANTUM COMPUTING

IBM plans to spend over $10 billion over the next five years to create a large-scale, fault-tolerant quantum computer.

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ANTHROPIC NEARS $1 TRILLION VALUATION IN LATEST ROUND

Anthropic is now the most valuable AI company in Silicon Valley.

PACKAGE MANAGERS THAT PACKAGE PACKAGE MANAGERS

A look at 42 package managers and whether they install other package managers.

JD.COM FOUNDER VOWS TO PROTECT CHINESE JOBS FROM AI AND ROBOTS

The company has promised to prevent its 900,000-strong workforce from losing their jobs to automation.

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ANTHROPIC RAISED $65B IN SERIES H FUNDING

Anthropic announced a $65 billion Series H round at a $965 billion post-money valuation, citing strong enterprise adoption, $47 billion in run-rate revenue, and plans to expand compute capacity, research, and product development.

OPUS 4.8

Anthropic released Claude Opus 4.8 with benchmark improvements, adjustable effort controls, dynamic workflows in Claude Code, and a faster mode that became significantly cheaper.

HOW LONG IS ANTHROPIC'S LEASE WITH SPACEX? OPINIONS VARY

SpaceX earlier this month signed a major compute deal with Anthropic worth billions of dollars a month. However, Elon Musk recently downplayed the deal, saying that SpaceX had not committed to leasing its compute for years, even though it is possible that might happen. The agreement is actually a 180-day lease with a 90-day mutual cancellation thereafter. The short-term agreement was SpaceX's request as it may want the compute back at some point. Musk's statement directly contradicts SpaceX's S-1 filing, which presents the deal as a three-year agreement.

MICROSOFT TRIES TO GET BACK IN THE AI CODING GAME WITH NEW MODEL

Microsoft is developing a new AI model to strengthen its position in the AI coding arena. This effort highlights Microsoft's ongoing competition in AI development and its response to evolving industry demands. The initiative aims to enhance coding capabilities and support advancements in AI technology.

AGENT JUDGE: SOLVING LONG-CONTEXT EVALS FOR PRODUCTION AGENTS

Agent Judge improves evaluations for long-context, production agents by focusing on Search, Verification, and Adaptation. It tackles LLM judges' shortcomings by navigating long trajectories, verifying stateful actions against systems, and updating rubrics based on real feedback. Test results show Agent Judge, especially with refined rubrics, surpasses traditional LLM judges in accuracy and consistency, particularly in challenging scenarios.

HOW FAR BEHIND ARE OPEN MODELS?

Open models are generally not as capable as the best closed models. However, they aren't too far behind, with tests showing that they are only four to six months behind on public benchmarks. The gap was the smallest around the time of DeepSeek R1. It has since been growing.

INTRODUCING DYNAMIC WORKFLOWS

Jarred Sumner used dynamic workflows to rewrite Bun from Zig to Rust, achieving 99.8% test suite success with 750,000 lines of Rust in 11 days. Dynamic workflows involve Claude breaking tasks into subtasks, with agents running in parallel until results converge.

THE CURSOR DEVELOPER HABITS REPORT

Models now utilize more context to understand codebases, which reduces costs as input and cache-read tokens are cheaper than output tokens. This context-driven approach improves code calibration, increasing developer productivity and diff survival rates.

FOR OVER A DECADE, WE'VE ACCEPTED THAT END-TO-END BACKPROP IS THE ONLY WAY TO TRAIN DEEP NETWORKS

Holding the entire network in memory at once is why AI training is hitting a resource wall. Sakana Labs has found a new way to break the network into blocks and train them independently. The trick was to treat the network's forward pass like a diffusion model denoising a signal. This slashes the memory needed to train deep models.

MULTI-AGENT WORLD MODELS

NVIDIA γ-World is a generative world model that supports independently controllable, permutation-symmetric agents and delivers real-time rollouts with zero-shot generalization from two-player to four-player settings.

MINIMAX TEASES UPCOMING M3 MODEL WITH NEW SPARSE ATTENTION MECHANISM AND 15.6X LONG-CONTEXT RESPONSE SPEED BOOST

MiniMax has released a new in-depth technical report on the making of its popular M2 series of language models. The report sheds light on numerous engineering innovations and clever approaches. It teases a new sparse attention approach used in MiniMax's upcoming series of models that yields up to 15.6 times faster decode speed at long contexts. MiniMax's upcoming M3 models will make ultra-long-context AI agent deployment economically viable.

DATA ISN'T SCARCE. YOUR IMAGINATION IS

Asuka Zheng argues the "we're running out of training data" panic misses the actual shape of the data market, recounting her own SRE-replacement project that trained two world models until it stalled because end-to-end long-horizon incident trajectories from first anomaly to full resolution did not exist as a dataset.

SPACEX HAS ALMOST FINISHED WRITING V1.0 OF AN IN-HOUSE AI TRAINING STACK IN C

SpaceX's in-house AI training stack makes heavy use of pipeline parallelism by exact-mapping to 220k GB300s with 800G NICs, getting as close to bare metal as possible. The potential speed improvement is over an order of magnitude. SpaceX's next goal is to write the inference stack in C for simultaneous high-speed RL across a large block of GB300s.

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BYTEDANCE HAS HAD ENOUGH OF WAITING MONTHS FOR PROCESSORS, SO IT'S GOING TO MAKE THEM ITSELF

ByteDance has approached several external partners to work with to design a new chip to better support its AI infrastructure.

OPENAI PUBLISHED A FRONTIER GOVERNANCE FRAMEWORK

MISTRAL TO EXPLORE DESIGNING OWN CHIPS, CEO SAYS, AS IT RAMPS UP INFRASTRUCTURE BUILD

Mistral AI plans to design custom chips to control infrastructure and lower deployment costs as it expands its data center presence in Europe.

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IBM'S "PROJECT LIGHTWELL"

Project Lightwell will establish a trusted enterprise clearinghouse to serve as a security coordination layer to help enterprises integrate secure patches directly into their existing software supply chains with enterprise-grade validation and lifecycle management.

AI IS CHANGING HOW CONSULTANTS GET PAID—AND MUCH MORE

Boston Consulting Group's revenue has grown 7% in the last year, and its headcount is expanding due to an infinite need from companies needing help to roll out AI.

IOS 27 LEAK REVEALS NEW SIRI DESIGN, CAMERA APP, MORE

Bloomberg's new leaked illustrations of iOS 27 reveal Apple's biggest Siri redesign yet, with the assistant moving into the Dynamic Island and gaining a new “Search or Ask” interface that combines voice commands, typed requests, web search, and chatbot-style conversations. The update will reportedly let users launch apps, send messages, search personal data, and access AI-powered results through rich interactive cards, while also supporting third-party AI services like ChatGPT, Gemini, and Claude.

ROKU CHANGES HOMESCREEN WITH MAJOR OVERHAUL

Roku is overhauling its homescreen for the first time in over a decade to drive more engagement through personalized content recommendations and improved app discovery. The new interface will prominently feature users' most-used apps, include "top picks for you" recommendations, and adapt to different household members' viewing habits. The update aims to maintain Roku's simplicity while making the platform smarter and more useful for its 100 million-plus users.