Mahesh Lakhani

If a research paper dropped this week, Mahesh has already read it. He covers AI tools and vibe coding for builders who need to know what is worth their time and what is not.

  • AI Hardware & Infrastructure

    Volta Infra Lands $10B AI Cloud Deal at $2.4B Valuation

    Volta Infra, a seven-month-old AI infrastructure startup, secures a $2.4 billion valuation and a massive $10 billion contract with an unnamed AI company, while launching a $5 billion AI factory program with Azora.
    August 4, 2026
  • AI Tools

    Google Cancels AI Studio App Despite 800,000 Pre-Orders

    Google has canceled its AI Studio mobile app despite 800,000 pre-orders, opting to integrate its features into the Gemini platform instead.
    August 4, 2026
  • AI Hardware & Infrastructure

    Fangqing Technology Hits $1.4B Valuation in A1 Round

    Shanghai-based Fangqing Technology has reportedly completed an A1 financing round at a valuation exceeding RMB 10 billion, though round size and investors remain undisclosed.
    August 4, 2026
  • AI Tools

    OpenAI GPT-5.6 Models on AWS Bedrock Now Support 1M Token Context

    AWS expands context windows for OpenAI's GPT-5.6 models to 1 million tokens on Bedrock, transforming enterprise AI workflows with full-repository analysis and persistent agent memory.
    August 4, 2026
  • AI Tools

    DeepSeek-V4-Flash API Launches on China’s Supercomputing Internet

    DeepSeek-V4-Flash enters public beta with immediate API access and model downloads on China's National Supercomputing Internet, offering developers streamlined fine-tuning and deployment.
    August 4, 2026
  • AI Hardware & Infrastructure

    China Chip Advances Trigger AI Stock Rout, Exposing Nvidia Dependency

    A week of market turmoil driven by Chinese chip advances exposes the opaque AI economy's dangerous overreliance on Nvidia, raising questions about its long-term stability.
    August 2, 2026
  • AI Hardware & Infrastructure

    South Korea July Exports Surge 62.8% on AI Chip and Computer Demand

    South Korea's July exports surged 62.8% to $98.89 billion, beating forecasts on explosive semiconductor and computer demand for AI, even as market volatility and supply chain risks loom.
    August 1, 2026
  • AI Hardware & Infrastructure

    Asia’s AI Boom Differs from Dot-Com Bubble, Driven by Chip Demand

    Asia’s trillion-dollar chipmakers are riding an AI wave built on hardware demand, not hype, marking a clear break from the dot-com era’s speculative excess.
    July 31, 2026
  • AI Tools

    LinkedIn Adds ‘Seems Like AI Slop’ Reporting Button to Combat Inauthentic Posts

    LinkedIn is giving users a direct way to flag AI-generated slop with a new reporting button, part of a broader push to reduce low-quality automated content on the platform.
    July 31, 2026
  • AI Hardware & Infrastructure

    Banks in Talks to Lend $15 Billion for Anthropic Data Center Backed by Google

    A $15 billion bank deal for a Texas data center campus, backed by Google, could reshape AI infrastructure financing and deepen the Anthropic-Google partnership.
    July 30, 2026
  • AI Tools

    Grok 4.3 from xAI Now Available on AWS GovCloud (US-West)

    xAI's Grok 4.3 launches on Amazon Bedrock in AWS GovCloud (US-West), bringing configurable reasoning and a new inference engine to regulated government and enterprise workloads.
    July 30, 2026
  • AI Hardware & Infrastructure

    Meta’s AI Compute Splurge Crashes Free Cash Flow 91%, Stock Drops 9%

    Meta's massive AI infrastructure spending caused a 91% free cash flow collapse, raising doubts about its strategy to monetize compute without a cloud business model.
    July 30, 2026
  • AI Hardware & Infrastructure

    Beetaloo Energy Partners with Halliburton for AI Data Centre Gas Project

    Beetaloo Energy and Halliburton team up to develop a gas-to-power project for AI data centres in Australia's Northern Territory, tapping the Beetaloo Basin's resources.
    July 30, 2026
  • AI Hardware & Infrastructure

    Samsung Q2 Profit Jumps 19-Fold to $62 Billion on AI Chip Demand

    Samsung Electronics reported a 19-fold surge in Q2 operating profit to a record 89.5 trillion won, driven by insatiable demand for AI memory chips that eclipsed weakness in its mobile business.
    July 30, 2026
  • AI Hardware & Infrastructure

    Arm Forecasts Q2 Revenue Above Estimates on AI Chip Demand

    Arm Holdings beat Q1 estimates and forecast Q2 revenue above Wall Street expectations, driven by surging demand for its power-efficient chip designs in AI data centers and a new AGI CPU already surpassing $2B in demand.
    July 29, 2026
  • AI Hardware & Infrastructure

    Meta Raises 2026 Capex Floor to $130 Billion for AI Data Centers

    Meta raised the lower end of its 2026 capital expenditure forecast to $130 billion, signaling an aggressive AI infrastructure push despite a 5% stock drop and looming legal battles over youth safety.
    July 29, 2026
  • AI Tools

    OpenAI Gives 100,000 Researchers Free Access to GPT-5.6 Models

    OpenAI's new program grants 100,000 researchers free access to GPT-5.6 models, aiming to democratize AI-driven scientific discovery with privacy and training support.
    July 29, 2026
  • AI Hardware & Infrastructure

    House Democrat Demands Elon Musk Answer for xAI Data Center Pollution

    Congressman Frank Pallone demands Elon Musk disclose environmental and public health impacts of xAI's Colossus data centers in Tennessee and Mississippi.
    July 29, 2026
  • AI Hardware & Infrastructure

    Eliyan Raises $145M at $1B Valuation to Fix AI Chip Data Bottlenecks

    Eliyan, a startup solving data transfer bottlenecks in AI chips, raised $145 million at a $1 billion valuation from investors including Cisco and Lumentum.
    July 29, 2026
  • AI Hardware & Infrastructure

    Oil Jumps 3.8% After Iran Attack; Chip Stocks Extend AI Sell-Off

    Oil prices jumped and chip stocks extended their rout after Iran launched a missile attack on US forces, creating a volatile backdrop for the Federal Reserve's most uncertain rate decision in years.
    July 29, 2026
  • AI Hardware & Infrastructure

    Seagate Forecasts Upbeat Quarter on Strong AI-Driven Storage Demand

    Seagate Technology forecast fiscal Q1 revenue and profit above estimates, driven by surging demand for high-capacity HDDs in AI infrastructure.
    July 28, 2026
  • AI In Business

    KLA Corp Forecasts Upbeat Quarter on Sustained AI Investment

    KLA Corporation issued an upbeat quarterly forecast, driven by sustained AI infrastructure spending, though its stock fell 8% in extended trading amid profit-taking.
    July 28, 2026
  • AI Hardware & Infrastructure

    ASM International Forecasts Q3 Revenue Above Estimates on AI Demand

    ASM International projects third-quarter revenue of 1.1 billion euros, surpassing analyst estimates, driven by sustained AI infrastructure investment despite softness in other chip markets.
    July 28, 2026
  • AI Hardware & Infrastructure

    Brookfield Sees 6.5 GW of AI Data-Centre Capacity Coming Online in India

    Brookfield Asset Management expects 6.5 gigawatts of AI data-centre capacity to come online in India over the next five years, highlighting the country's rapid emergence as a global AI infrastructure hub.
    July 28, 2026
  • AI Hardware & Infrastructure

    Xylem Raises 2026 Profit Forecast on AI Data Center Water Demand

    Xylem raised its 2026 profit forecast after beating Q2 estimates, citing surging demand for water-treatment equipment from AI data centers. Shares rose over 2%.
    July 28, 2026
  • AI Hardware & Infrastructure

    AI Stock Sell-off Deepens as Samsung, SK Hynix Fall Over 10%

    A sharp sell-off in AI stocks hit South Korea's market, with Samsung and SK Hynix dropping over 10% on fears of Chinese competition and unsustainable spending.
    July 28, 2026
  • AI Hardware & Infrastructure

    Core Scientific Signs 2.5 GW AI Infrastructure Deal with AMD

    Core Scientific has signed a landmark deal to supply AMD with up to 2.5 gigawatts of data center capacity for AI systems, accelerating its shift from crypto mining to AI infrastructure.
    July 28, 2026
  • AI Hardware & Infrastructure

    Nasdaq Futures Fall on AI Chip Worries Ahead of Pivotal Earnings

    Nasdaq futures fell sharply on Tuesday as AI chip stocks tumbled, driven by concerns over corporate spending and rising Chinese competition, ahead of earnings from Amazon, Meta, Apple, and Microsoft.
    July 28, 2026
  • AI Hardware & Infrastructure

    Nvidia in Talks for $250 Billion Financing Guarantee for OpenAI Data Center

    Nvidia is in advanced talks to provide $250 billion in financing guarantees for OpenAI's colossal Ohio data center, a move that would reshape AI infrastructure ownership and lock in chip demand.
    July 27, 2026
  • AI Tools

    Apple Targets June 2027 Launch for AI Glasses to Rival Meta and Google

    Apple is set to introduce AI-powered smart glasses at its June developer conference, taking on Meta and Google with a unique privacy-preserving approach that could redefine wearable tech.
    July 27, 2026

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