Walter Schulze

Walter Schulze · Jul 18, 2026 · 2:00 AM

What Is an AI Agent Swarm and How These Systems Actually Coordinate

What is an AI agent swarm? It's a group of specialized AI agents working under an orchestrator that splits tasks, hands off subtasks, and merges results, rather than one model doing everything alone. This piece breaks down how orchestrator-worker coordination actually works, where it fails, and what Anthropic and OpenAI's own engineering teams have said about the tradeoffs.

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Walter Schulze · Jul 17, 2026 · 10:47 PM

Meta Is Reportedly Negotiating to Rent Its AI Chips to Rival Anthropic

Meta is reportedly in talks to lease about $10 billion of AI computing power to Anthropic, according to a SemiAnalysis report, as part of a new 'Meta Compute' initiative to rent out excess data center capacity. The deal would mirror compute-leasing arrangements Anthropic and Google already have with xAI's SpaceX-run Colossus supercomputer.

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Walter Schulze · Jul 17, 2026 · 5:12 PM

Crypto hackers stole $1.3 billion in six months by attacking people, not code

CertiK's Hack3D report found $1.3 billion stolen across 344 incidents in H1 2026, but nearly 44% of that came from just two attacks, Kelp DAO and Drift Protocol, that exploited operational security rather than smart contract code. Wallet compromise, not code bugs, was the costliest single category of the half.

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Walter Schulze · Jul 17, 2026 · 12:11 PM

Zhipu Stock Soared 1,500 Percent While Revenue Stayed Under $105 Million

Zhipu's $4 billion Hong Kong share sale capped a rally of nearly 1,500 percent, but the AI lab behind the GLM models made just $105 million in revenue last year against a loss of almost $700 million. The gap between its stock price and its income statement is the real story behind China's hottest AI IPO.

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Walter Schulze · Jul 17, 2026 · 7:19 AM

TSMC Pledges Another $100 Billion for US Chip Plants After Record Quarter

TSMC pledged an additional $100 billion for US chip plants on July 16, lifting its total American investment to $265 billion, the same day it posted a 77% jump in quarterly profit on AI chip demand. The announcement coincided with a brutal selloff in memory chip stocks, as investors read TSMC's higher spending guidance as a warning sign rather than reassurance.

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Walter Schulze · Jul 17, 2026 · 3:32 AM

BlackRock Becomes the First Money Manager to Cross $15 Trillion

BlackRock became the first asset manager to top $15 trillion in AUM after a record $321 billion first half of inflows, even as its bitcoin ETF bled billions. CEO Larry Fink is betting the firm's future on tokenized money market funds and digital wallets, not crypto ETFs, while the industry's largest managers keep swallowing more of the market.

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Walter Schulze · Jul 16, 2026 · 10:32 PM

Goldman Sachs Bets $100 Million On the Plumbing Behind the AI Boom

Spectro Cloud closed an oversubscribed $100 million-plus Series D led by Goldman Sachs Alternatives, pushing its total funding to $260 million. The round, backed by AMD Ventures, Ericsson and LG, targets the industry's chronic GPU waste problem, and the startup's customer list, including the U.S. Air Force, shows AI infrastructure has become a sovereign concern, not just an enterprise one.

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Walter Schulze · Jul 16, 2026 · 6:04 PM

Sequoia Capital Pours $45 Million Into an AI Startup That Calls Its Product an Employee

Sequoia Capital led a $45 million investment into Sable, a startup whose AI system Aidan is marketed as the first 'AI employee' capable of running product demos and onboarding customers on its own. The deal, backed by Sequoia partner Shaun Maguire and 8VC's Joe Lonsdale, signals a broader shift in how top VCs are pricing enterprise AI.

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Walter Schulze · Jul 16, 2026 · 12:20 PM

Senra Systems Raises $65 Million to Drag Wire Harnesses Out of the Cold War

Senra Systems raised a $65 million Series B led by Lowercarbon Capital and Interlagos to scale its software-driven wire harness manufacturing for aerospace and defense. The round brings total funding past $112 million and follows the hire of former SpaceX CIO Ken Venner as the company aims to grow monthly output tenfold by 2027.

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Walter Schulze · Jul 16, 2026 · 6:39 AM

South Korea Rewrites a 76 Year Old Property Law to Make Room for Bitcoin

South Korea's Ministry of Economy and Finance unveiled a National Asset Basic Act on July 15 that replaces a 1950 property law and classifies seized cryptocurrency and intellectual property as national assets. The reform grants blockchain ledgers legal status as security registries starting February 2027 and sets up a tokenized government bond pilot tied to the Bank of Korea's CBDC infrastructure. Japan's Upper House cleared its own crypto reclassification bill the same day, signaling a coordina

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Walter Schulze · Jul 15, 2026 · 7:24 PM

Anthropic Bets the Next Trillion Dollar Business Is Installing AI, Not Building It

Anthropic's enterprise services venture Ode, led by Fractional AI co-founder Chris Taylor, is betting that deploying AI inside businesses is worth more than building the models themselves. OpenAI is running an almost identical play, and both ventures share a common backer in Goldman Sachs.

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Walter Schulze · Jul 15, 2026 · 1:45 PM

JPMorgan Warns Hyperliquid Is Draining Circle Stablecoin Profits

JPMorgan warned on July 14 that Hyperliquid's reserve-yield deal with Coinbase is siphoning stablecoin revenue away from Circle. Coinbase now hands Hyperliquid 90% of the yield on roughly $6 billion in USDC, a shift analysts say could cost Circle and Coinbase up to $80 million in combined annual earnings.

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Walter Schulze · Jul 15, 2026 · 8:14 AM

Mitsubishi Bets 7.5 Billion Dollars That Gas Power Is AI's Real Bottleneck

Mitsubishi Corporation closed its largest-ever acquisition on July 15, a $7.5 billion deal for Aethon Energy's Haynesville shale gas assets. The bet reaches beyond LNG exports to Japan and into the gas-fired power now feeding America's AI data center buildout.

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Walter Schulze · Jul 15, 2026 · 3:49 AM

Australia is rushing to approve AI data centers before backlash grows

Australia is creating a new Office of AI and promising faster approvals for AI projects and data centers. The real test is whether Canberra can attract infrastructure investment without handing communities higher power costs, weaker copyright rules or projects the grid can't carry.

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Walter Schulze · Jul 15, 2026 · 2:45 AM

Prime Intellect Raises $130 Million to Let Companies Own Their AI Models

Prime Intellect raised a $130 million Series A at a $1 billion valuation, with rival AI founders like Perplexity's Aravind Srinivas and OpenAI veteran John Schulman personally backing a startup built to help enterprises own their own models instead of renting them. The company is already at a $100 million revenue run rate, with Ramp using it to build an agent that beat frontier models on its own task.

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Walter Schulze · Jul 14, 2026 · 10:31 PM

What Is an AI PC and Do You Actually Need One in 2026

What Is an AI PC and Do You Actually Need One in 2026

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