Technology

Jeff Dean and Sanjay Ghemawat quit Google within the same week to launch startup Discovery Loop, while Demis Hassabis stepped back from running DeepMind. Alphabet responded by investing in the new venture rather than treating the exits as a pure loss, a hedging strategy now spreading across global AI markets.

Oriol Vinyals, co-leader of Google's Gemini models, has left to co-found Discovery Loop, a new frontier AI venture. The move puts a veteran of one of the world's best-funded AI labs into a startup that must build compute, capital and talent from scratch amid intense global competition.

Bloom Energy signed a $1.7 billion fuel-cell agreement with Nebius AI, one of the largest on-site power deals for AI data centers to date. The company also struck a deal with utility giant AEP and expanded distribution in South Korea, showing on-site generation is now a global bottleneck for AI buildout.

A cluster of AI-native drug discovery platforms launched worldwide in early-to-mid 2026, all running on NVIDIA GPU infrastructure. Novo Nordisk's decision to outsource cell therapy research to an AI-native partner signals a broader industry shift from in-house labs to external, GPU-powered specialists.

KLA raised its 2026 wafer fabrication equipment forecast to the low-$150 billion range, citing AI chip demand. The California-based supplier also lifted quarterly revenue guidance to $4 billion and its advanced packaging target to $1.1 billion, alongside a 10-for-1 stock split.

Amkor Technology posted record second-quarter revenue as AI demand lifted chip packaging volumes, though weaker Q3 guidance points to uneven growth. Nvidia, the U.S. government, and chipmakers on three continents are all moving capital and consolidating to keep pace with AI infrastructure demand.

KLA Corporation lifted its advanced-packaging process control revenue forecast to about $1.1 billion, up 70% year-over-year, citing sustained AI infrastructure demand worldwide. The growth concentrates in one niche tied to chip packaging hubs in Taiwan, South Korea and the US, raising structural risk if global AI capex slows.

Alphabet raised its 2026 capital expenditure forecast to $205 billion to fund AI infrastructure, up from prior guidance. Shares fell as investors weighed near-term cash flow costs against long-term AI revenue. The move intensifies a global race among hyperscalers for chips, GPUs and data center capacity.

Microsoft and Snowflake rolled out new governed AI agent platforms this week, extending deployments from Manulife's global insurance operations to Fanatics, Thomson Reuters and WHOOP. Surveys show enterprise leaders worldwide still lack a clear roadmap for who owns and secures these systems.

Nvidia and South Korea's SK Hynix signed a $500 billion memory supply agreement, the largest deal in a global wave of AI chip consolidation. Samsung, Broadcom, the U.S. government and French firm Kalray struck related deals spanning three continents within days.

Samsung and Broadcom signed a $200 billion chip deal in late July 2026, one of three mega-agreements worth nearly $1.65 trillion combined. Nvidia, SK Hynix and a South Korea-US summit added $500 billion and $950 billion, pushing hyperscale and sovereign capital into global chip supply chains. Design-tool makers, RF chipmakers and investors worldwide are moving on the same wave.

Alphabet raised its 2026 capital spending guidance after its CFO cited ongoing Google Cloud capacity constraints. The move is part of a wider global pattern: four major AI hyperscalers plan roughly $650 billion in combined 2026 capex.

Four AI hyperscalers plan roughly $650 billion in combined 2026 capital spending, with Alphabet raising its own outlook in the same window. Vertiv and Nvidia are co-engineering 800-volt DC power systems to meet the electricity demands of next-generation AI data centers worldwide.

Taiwan's TSMC lifted its 2026 spending target on July 16 after record second-quarter results, signaling that AI chip shortages will outlast this year. The move lifts equipment makers in the US, Netherlands and Japan, with Applied Materials shares up 121% year-to-date.

Israel's Innovation Authority picked Nebius via competitive bidding to build the country's national supercomputer. Because the system depends on advanced Nvidia-class chips under US export controls, its fate rests as much on Washington's licensing decisions as on Jerusalem's plans.

NVIDIA is cementing BioNeMo as shared AI infrastructure for drug discovery, signing Thermo Fisher and Eli Lilly while five more biotech platforms join the ecosystem. Denmark's Novo Nordisk shuttered an internal research unit to license it out, signaling a global pivot from in-house biology to AI partnerships.

Microsoft, Amazon, Google and Meta are reporting positive returns on AI infrastructure spending, reinforcing global capex plans for GPUs and data centers. Nvidia remains the common chip supplier across hyperscaler regions worldwide, while Dell's fiscal 2027 AI server guidance signals continued international demand.

Micron says its entire 2026 High Bandwidth Memory output is already sold out, over a year before production. The sellout signals that memory chips, not processors, are now the binding constraint on how fast AI hardware can scale worldwide.

Groq raised $650M in new funding while Nvidia simultaneously acquihired the company's founder and core engineering team — a split that raises questions for enterprise buyers worldwide. The departing engineers built Groq's Language Processing Unit, the custom inference chip that made it one of the few credible challengers to Nvidia's global data center dominance. For companies evaluating AI inference infrastructure across Asia, Europe, and North America, the leadership exit is a due-diligence fla

Micron has sold out its complete high-bandwidth memory output for 2026, creating a supply shortage that is now shaping AI deployment timelines across North America, Europe, and Asia. The constraint is structural: AI inference workloads run continuously at scale, and production cannot match demand. Micron's Q3 FY2026 guided revenue of approximately $33.5B would exceed any full prior fiscal year, and the company has crossed a $1 trillion market capitalization.