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TIM COOK ISN'T GOING ANYWHERE SOON, BUT AN APPLE SHAKE-UP LOOMS

Apple's Chief Executive Officer Tim Cook is probably not going to leave anytime soon despite being mired in Apple's biggest crisis in years. Cook's longtime No. 2, Jeff Williams, just announced plans to retire, so there's no immediate successor ready to take the helm, and there haven't been signs that Cook has begun the process of grooming a replacement. The board also doesn't feel the need to make a change - while shares are down 16% this year, they've surged about 1,500% since he became CEO in 2011. While Cook is staying, the company has started a broad management shake-up - roughly half of Cook's direct reports could depart within the next few years.

HYPERCAPITALISM AND THE AI TALENT WARS

The hypercapitalist AI talent wars will rewrite employment contracts and investment norms, concentrate returns, and raise the bar for mission and capital required to create great new companies. The social contracts between employees, startups, and investors must be rewritten. Founders must prepare themselves for the step-function increase in mercenary firepower. The M&A talent war is just beginning - as the numbers get bigger for talent and companies, all sides need to reimagine the social contract.

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INTEL CEO SAYS IT'S "TOO LATE" FOR THEM TO CATCH UP WITH AI COMPETITION

Intel has been laying off thousands of workers around the world as it faces giant losses and skyrocketing costs.

MUSK'S XAI SEEKS UP TO $200 BILLION VALUATION IN NEXT FUNDING ROUND

Saudi Arabia's PIF sovereign wealth fund is expected to play a large role in the deal.

WATCHFILES

watchfiles is a simple, modern, and high-performance file watching tool for Python.

MEMECOIN PLATFORM PUMP.FUN RAISES $600 MILLION WITHIN 12 MINUTES

Pump.fun has generated nearly $800 million in revenue since its launch in 2024.

THE WINDSURF DYNAMICS

The Windsurf founders and board might have actually done the right thing by leaving a graceful path for the team.

MEASURING THE IMPACT OF EARLY-2025 AI ON EXPERIENCED OPEN-SOURCE DEVELOPER PRODUCTIVITY

Getting a significant productivity boost from AI assistance may have a much steeper learning curve than most people expect.

TRY ERASER/GENFILL API

TRY REMOVE BG API

Easily remove unwanted pixels in seconds — ideal demos for exploring Bria's super-aesthetic, fully legal PaaS.

WINDSURF'S CEO GOES TO GOOGLE; OPENAI'S ACQUISITION FALLS APART

Google DeepMind hired Windsurf CEO Varun Mohan, co-founder Douglas Chen, and key researchers after OpenAI's $3 billion acquisition attempt failed. Google gains a nonexclusive license to Windsurf's technology, enhancing its AI coding capabilities without direct control. Windsurf faces uncertainty as it loses top talent, continuing to offer AI coding tools with Jeff Wang as interim CEO.

OPENAI DELAYS THE RELEASE OF ITS OPEN MODEL, AGAIN

OpenAI is again delaying the release of its open model. The company had planned to release the model next week. The release has been pushed back indefinitely for further safety testing. The release of OpenAI's open model is one of the most highly anticipated AI events of the summer.

APPLE WILL SERIOUSLY CONSIDER BUYING MISTRAL

Apple is seriously considering acquiring Mistral, a French AI startup that has raised a total of €1.1 billion over seven funding rounds. Mistral has launched a range of large and small language models over the years and achieved notable success with its optical character recognition features. It is currently Europe's biggest AI startup. The acquisition of an AI startup would provide a much-needed boost to Apple's AI ecosystem.

MOONSHOT AI'S KIMI K2 OUTPERFORMS GPT-4 IN KEY BENCHMARKS

Chinese startup Moonshot AI released Kimi K2, a 1 trillion parameter open-source model that matches proprietary models on complex agentic tasks. The model was trained using a novel MuonClip optimizer that prevents training crashes that plague model development, potentially saving millions in computational costs.

ROBOT CONTROL WITH ASYNC INFERENCE

Asynchronous inference helps robotic policies run more smoothly by decoupling action prediction from execution, reducing idle time and improving responsiveness in real-world scenarios.

XAI'S GROK 4: THE TENSION OF FRONTIER PERFORMANCE WITH A SIDE OF ELON FAVORITISM

xAI launched Grok 4 on July 9. This post details everything about the model. It includes a performance overview, a survey of early vibe checks, tests of Grok 4 Heavy, and comparisons to OpenAI's o3 pro. The post also discusses xAI's lack of differentiated products, controversies, and culture risk. While Grok 4 is a very impressive model, it is plagued with serious behavioral risks and cultural concerns.

the assessment

SCALING UP RL IS ALL THE RAGE RIGHT NOW

Reinforcement learning (RL) will continue to lead to more gains because when done well, it is a lot more leveraged, more responsive to feedback, and superior to supervised fine-tuning. Researchers are likely to discover more about RL as rollout lengths continue to expand. There are a lot more S curves to discover, possibly specific to large language models and without analogues in game/robotics-like environments.

HOW TO SCALE RL TO 10^26 FLOPS

Reinforcement learning is the next training technique for building frontier-level AI models. Training it on more data will make it better. The current approach of scaling is messy and complicated. Finding a way to do next-token prediction on the web using RL would enable models to reason from general web data instead of just math and code.

THE UPCOMING GPT-3 MOMENT FOR RL

GPT-3 showed that scaling up language models unlocks powerful performance that often outperforms carefully fine-tuned models. Before GPT-3, achieving state-of-the-art performance meant first pretraining models, then fine-tuning them on specific tasks. Today's reinforcement learning is stuck in a similar pre-GPT paradigm. The approach suffers from the fundamental limitation where the resulting capabilities generalize poorly, leading to brittle performance that rapidly deteriorates outside of the precise contexts seen during training. The RL field will soon shift toward massive-scale training across thousands of diverse environments. Doing this effectively will produce RL models with strong abilities capable of quickly adapting to entirely new tasks - achieving this will require training environments at a scale and diversity that dwarfs anything currently available.

SPACEX TO INVEST $2 BILLION IN XAI

SpaceX has reportedly agreed to invest $2 billion in xAI as part of a $5 billion funding round, as Elon Musk increasingly interweaves his corporate empire.

VIRTUAL DESKTOP ENVIRONMENTS FOR GUI AGENTS

ScreenEnv is a Python library for launching Ubuntu desktop environments in Docker, enabling agents to interact with real GUI applications and supporting the Model Context Protocol for seamless deployment.

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GROK 4 HEAVY WON'T REVEAL ITS SYSTEM PROMPT

Grok 4 Heavy, the "think much harder" version of Grok 4 currently only available on the $300/month plan, has measures in place to prevent it from sharing its system prompt.

META ACQUIRES VOICE STARTUP PLAY AI

Play AI, which creates human-sounding AI voices, will merge with Meta's AI companion and wearable device efforts.

FORMER INTEL CEO LAUNCHES A BENCHMARK TO MEASURE AI ALIGNMENT

Former Intel CEO Pat Gelsinger, in partnership with Gloo, launched Flourishing AI (FAI) to benchmark AI models' alignment with human values.

COINBASE SUES OREGON GOVERNOR OVER POLICY SHIFT

Coinbase has filed suit against Oregon Governor Tina Kotek, accusing her office of withholding records tied to a surprise state lawsuit that reclassified crypto as securities after previously stating otherwise. The exchange claims this abrupt policy shift was made behind closed doors, bypassing the legislative process, and unfairly targets only Oregon residents. Coinbase's lawsuit comes as federal lawmakers move toward formal crypto legislation, including the GENIUS and Clarity bills expected to reach President Trump's desk later this month.

PUMP.FUN TOKEN SALE SELLS OUT IN 12 MINUTES, RAISING $448.5M

Pump.fun's ICO hit its $4B FDV cap instantly, with 10,260 buyers scooping up $448.5M worth of PUMP in just 12 minutes. Nearly 24,000 wallets KYC'd for the sale, highlighting massive demand for one of Solana's biggest token launches. Tokens will be distributed within 72 hours, initially non-transferable.

REVOLUT TAPS MORPHO TO POWER DEFI YIELD FOR MILLIONS OF USERS

Revolut has selected Morpho as its DeFi backend, marking a major step toward bringing Ethereum-native yield products to its global user base. The British fintech, celebrating its 10th anniversary, will offer Morpho-powered crypto savings features as a modern alternative to traditional bank accounts. The move also hints at a broader trend of major fintechs bootstrapping through existing EVM deployments before launching their own L2 infrastructure.

ZCASH 2.0 & PROJECT TACHYON

Bitcoin's pseudonymity has failed to provide true privacy, while centralized structures like ETFs enable wealth seizure, and transparent balances expose users to physical attacks, creating demand for genuinely private money. Zcash uses zero-knowledge technology with end-to-end encryption to achieve real privacy, but current ZK systems face severe scalability limitations from state contention and wallets needing to download all transactions. Project Tachyon, led by ZK engineer Sean Bowe, aims to solve these scalability issues within 12 months, potentially creating the world's first private money at planetary scale.

STABLECOINS DRIVE 30% MOM GROWTH, ATTRACT 2X MORE CUSTOMERS

Stripe reports that stablecoin payments are growing 30% month-over-month and that customers who pay with stables are twice as likely to be net new. While existing customers may stick to cards, stables unlock demand from users who previously couldn't transact, particularly in regions with limited access to global banking. It's a win-win: merchants expand reach, and underserved users gain access.

HOW TO BECOME A CRYPTO INTERN

Crypto "interns" are actually social media and community managers with skills in writing, psychology, content creation, and deep industry knowledge to succeed in these highly sought-after roles. Applicants should emphasize quality over quantity in job applications, build knowledge through specific books and active crypto participation, and simplify complex concepts for audiences. Key career growth strategies include taking ownership beyond your core role, becoming irreplaceable by filling critical gaps, solving problems proactively rather than just identifying them, and building trust through clear communication and reliable execution.

BITCOIN VS. THE IMF

BitMEX lays out a powerful case for Bitcoin as an alternative to IMF-style financial dependency, tracing the Fund's history of coercive lending and contrasting it with Bitcoin's potential to restore national sovereignty. While the IMF continues to impose restrictive conditions—as seen in its 319 Bitcoin-obsessed mentions in El Salvador's 2025 loan reports—countries like Bhutan have sidestepped IMF reliance entirely by using surplus hydropower to mine 11,611 BTC, now worth 42% of its GDP. Bitcoin is not just a reserve asset, but a geopolitical tool that enables smaller nations to invest in infrastructure and avoid the “Jackals” of legacy finance. If adoption grows, Bhutan and other resource-rich nations could emerge as strategic winners in a post-IMF world.

CONVERGENCE TRADE: THE PUMP TRADE YOU NEVER HEARD ABOUT

The $PUMP convergence trade exploited a 10% price spread between Binance and HyperLiquid perps by going long on Binance while shorting on HyperLiquid, capturing both the premium convergence and massive funding rate differentials. This delta-neutral strategy yielded 13-18% returns in just 2 days when prices converged at $0.0068, though it required careful margin management due to HyperLiquid's isolated margin requirements and potential premium expansion risks. The opportunity exists because both exchanges compete to be the primary quote venue for new assets with separate pre-markets that don't reference each other, creating inefficiencies that persist until spot trading enables easier arbitrage.

COINBASE HIRES ALEXONCHAIN AS CRYPTO TWITTER LEAD

Coinbase has tapped pseudonymous Crypto Twitter figure AlexOnchain, formerly head of social at Binance, as its first-ever “Crypto Twitter lead”.

TETHER TO SUNSET USDT ON FIVE LEGACY CHAINS

Tether will phase out USDT support on five underused blockchains (Algorand, Bitcoin Cash, EOS, Kusama, and Omni) starting September 1, freezing remaining tokens and ending redemptions.

CRYPTO TREASURIES WILL REPEAT SPAC MISTAKES

SPACs were structurally designed to benefit sponsors, not investors.

POTENTIAL POLYMARKET ICO?

An X post about a potential Polymarket ICO was liked by Polymarket CEO Shayne Coplan, hinting at its legitimate possibility.

GOOGLE ADDS IMAGE-TO-VIDEO GENERATION CAPABILITY TO VEO 3

Google expanded its Veo 3 AI video generator by adding image-to-video functionality to the Gemini app, allowing users to upload photos and generate videos with optional audio descriptions. The feature, which has been available in the Flow tool since May, is now accessible in over 150 countries. There is a three-video daily limit for Ultra and Pro subscribers. Since launching weeks ago, users have created over 40 million videos across both platforms, with all content bearing visible "Veo" watermarks and invisible SynthID digital markers.

LEAKER TEASES DYNAMIC ISLAND'S ‘SIGNIFICANT EVOLUTION' AHEAD

Apple may be planning a “significant evolution” of the iPhone's Dynamic Island, aiming for deeper integration and increased functionality over time. Although all four iPhone 17 models are expected to retain the current version of the feature, rumors remain divided over whether short-term changes to their design or software are in store. The leaker has not disclosed specific details, but their comments suggest that Apple could be preparing for a more advanced, possibly cut-out-free interface in the years ahead.

THESE PIXAR AND APPLE ALUMS WANT TO CHANGE THE WAY YOU CREATE GENERATIVE AI VIDEO

Intangible, a new AI video tool created by Pixar, Apple, Google, and Unity alumni, aims to address the control issues of generative AI video through a 3D interface. The platform enables users to create custom 3D scenes using drag-and-drop objects, cameras, and spatial controls, and then utilizes AI to render realistic videos from these structured environments. While the current version shows promise in addressing the gap between human imagination and AI video creation, it remains imperfect with rendering mistakes and relies on existing AI engines like Kling for final video generation.

DESIGNERS: WE'LL ALL BE DESIGN ENGINEERS IN A YEAR

AI is reshaping how teams work by lowering the barriers to creation, enabling anyone, from PMs to designers, to turn rough ideas into working prototypes without waiting for specialized help. While AI accelerates the early stages of projects, design expertise still matters deeply for refining, guiding, and ensuring quality, so the future belongs to those who combine craft with broader technical fluency.

I'VE BEEN A DESIGNER FOR 20 YEARS – HERE'S THE KIND OF AI WE ACTUALLY WANT

Most current AI design tools reside outside the creative flow, forcing designers to interrupt their work and wade through impressive yet unbuildable or unsourced outputs. In contrast, “Practical AI” must be embedded directly in the messy, iterative act of creation, like an exoskeleton that automates real tasks (moodboards, specs, admin, and sourcing) and keeps designers in their zone so they can explore more ideas faster.

THE BEST WAY TO DESIGN FOR INDECISIVE LEADERS IS TO SERVE THEM GELATO

Designers can effectively work with indecisive leaders by becoming facilitators who make decision-making easier, much like gelato salespeople help customers choose among many flavors. Use problem-framing questions rather than direct statements, and present options analysis with clear recommendations while still allowing leaders to maintain final choice authority. This method reduces endless revisions and frustration while avoiding the need to antagonize leadership or completely take over decision-making responsibilities.

48 AI MESH GRADIENTS (FIGMA PLUGIN)

48 dark and light gradients for banner backgrounds.