Binance disclosed that hackers stole $6.3 billion in cryptocurrency by exploiting the company's own internal AI tools. The attack began in June when an engineer downloaded a tampered installer disguised as an AI coding tool. In September, another engineer fell victim to a fake recruitment process that included staged interviews and a malicious coding assignment. The attackers later used an internal AI tool to access two engineers' devices, ultimately draining assets from hot wallets on October 29. The FBI has linked the theft to North Korea.
Binance is now rebuilding its affected systems and creating an AI security research fund. The company is also partnering with AI and cybersecurity firms to strengthen its defenses against future attacks. This incident highlights how AI tools, when compromised, can become powerful weapons for sophisticated threat actors.
Meanwhile, Big Tech's AI spending ambitions continue to balloon. Five major hyperscalers have collectively committed over $3 trillion in AI-related obligations that do not yet appear on their balance sheets. This includes $1.7 trillion in data center lease commitments and $1.9 trillion in other purchase commitments. Goldman Sachs analyst Amanda Lynam says debt financing will play a key role in funding this massive buildout.
Financial leaders are warning that tech companies must raise more capital to keep pace with AI industry demand. Combined AI spending is set to exceed $730 billion this year, and Blackstone president Jon Gray says demand for computing power is running well ahead of supply. However, JPMorgan vice chairman Daniel Pinto warns the AI sector could face a correction if market expectations prove too steep. S&P expects the top six US hyperscalers to spend over $7 trillion on AI-related capital expenditures between 2025 and 2030.
Apple received a positive note from Evercore ISI, which repeated its Outperform rating and $380 price target following Apple's fiscal 2026 10-K filing. Apple's manufacturing purchase obligations rose about $33 billion to $89.7 billion, largely driven by memory purchases. The company also added Siri AI to its device services bundle and reported strong September quarter revenue of $114.5 billion.
Amazon has launched a Workspace portal that lets merchants connect existing product catalogs to Alexa for Shopping. Merchants can use formats from providers like Feedonomics, Salsify or CEDCommerce without rebuilding their catalogs. Eligible products appear in Alexa searches labeled Shop Direct, with links sending shoppers to merchant sites. Amazon says tens of millions of customers have found hundreds of millions of Shop Direct products since the program began.
Google awarded Ai2 $5 million to develop an open-source climate AI model called NeuralGCM+. The model aims to help scientists predict rainfall, temperature and water supply changes over the next 5 to 50 years. Google will continue improving NeuralGCM for short-term weather forecasts while sharing code and data with Ai2.
AMD shares climbed on November 3 after encouraging third-quarter earnings results. CEO Lisa Su expects the data-center business to show accelerating growth and the PC business to outperform a sagging market. The chip maker demonstrated real revenue from AI despite sustainability concerns, and investors responded positively.
A survey of 250 supply chain and logistics professionals by Instalily found that one in six leaders experienced an AI data exposure incident in the past year. The report showed 78% of companies say AI tools can access customer pricing and margins, while 67% say the same for supplier pricing and rebate data. The findings came from a report titled Shared Risk released on November 4, 2026.
Brookfield is planning a $27 billion AI data center at a power station site in North Yorkshire, England. The first phase will use up to 100 megawatts of power and start in early 2028. Drax Group, which runs the power station, saw its shares rise more than 8% after the announcement.
Qnity reported 22% sales growth in Q3 2026, driven by strong demand for its semiconductor materials and interconnect solutions. The company, which spun off from DuPont de Nemours in November 2025, raised its full-year guidance across all metrics and cited robust end-market demand tied to AI growth.
Key Takeaways
- Binance lost $6.3 billion in crypto after hackers exploited internal AI tools and fake job interviews, with the FBI linking the attack to North Korea.
- Five major hyperscalers have committed over $3 trillion in AI-related spending obligations not yet on their balance sheets.
- Combined AI spending is set to exceed $730 billion this year, with S&P projecting over $7 trillion in hyperscaler AI capex between 2025 and 2030.
- Apple's manufacturing purchase obligations rose $33 billion to $89.7 billion, and the company added Siri AI to its device services bundle.
- Amazon launched a Workspace portal letting merchants plug existing catalogs into Alexa for Shopping without rebuilding product feeds.
- Google gave Ai2 $5 million to develop NeuralGCM+, an open-source AI model for long-term climate change projections.
- AMD shares rose after Q3 earnings, with CEO Lisa Su forecasting accelerating data-center growth driven by real AI revenue.
- One in six supply chain leaders reported an AI data exposure incident in the past year, according to an Instalily survey of 250 professionals.
- Brookfield plans a $27 billion AI data center in North Yorkshire, England, with the first phase starting in early 2028.
- Qnity posted 22% sales growth in Q3 2026, citing strong AI-driven demand for semiconductor materials and interconnect solutions.
Binance says fake interview and internal AI tool enabled $6.3 billion crypto theft
Binance disclosed that hackers used a fake job interview and an internal AI tool to steal $6.3 billion in cryptocurrency. The attack began in June and targeted engineers working on wallet infrastructure. On October 29, attackers used stolen credentials and a malicious script to drain assets from hot wallets. The FBI has linked the theft to North Korea. Binance is rebuilding its systems and creating an AI security research fund.
Rigged coding assignment and AI tool led to $6 billion Binance heist
Binance says hackers spent months infiltrating its systems before stealing $6 billion. In September, an engineer received a fake job offer with a malicious coding assignment that compromised his computer. Attackers later used an internal AI tool to access two engineers' devices. On October 29, they deployed a container and ran a malicious script to steal XRP, SOL, OP and BTC. Binance has rebuilt affected systems and is working with independent security firms.
Binance used AI to fight fraud before hackers turned it against the company
Hackers exploited Binance's internal AI tools to steal $6.34 billion in cryptocurrency. In June, an engineer downloaded a tampered installer while searching for an AI coding tool. In September, another engineer was targeted through a fake recruitment process with staged interviews and a malicious assignment. The FBI attributed the attack to North Korea. Binance is now partnering with AI companies and cybersecurity firms to strengthen security and has created a research fund for AI security in blockchain.
Big Tech has over $3 trillion in AI commitments off its balance sheets
The five major hyperscalers have collectively committed over $3 trillion in AI-related spending that does not yet appear on their balance sheets. This includes $1.7 trillion in lease commitments for data centers and $1.9 trillion in other purchase commitments. About $1.3 trillion of the lease commitments is for leases that have not yet commenced. Goldman Sachs analyst Amanda Lynam says debt financing will play a key role in funding the AI buildout.
Big Tech deals struggle to keep pace with AI investment risks
Financial leaders say tech companies must raise more capital to meet the enormous demand from the AI industry boom. Combined AI spending is set to exceed $730 billion this year. Blackstone president Jon Gray said demand for computing power is running well ahead of supply. However, JPMorgan vice chairman Daniel Pinto warned that the AI sector could face a correction as market expectations may be too steep. S&P expects the top six US hyperscalers to spend over $7 trillion on AI-related capex between 2025 and 2030.
Brookfield plans $27 billion AI data center in England
Brookfield is planning a large AI data center at a power station site in North Yorkshire, England. The project could cost more than £20 billion, or $26.8 billion, over time. The first phase will use up to 100 megawatts of power and start in early 2028. Drax Group, which runs the power station, saw its shares rise more than 8% after the announcement.
Evercore ISI keeps Apple Outperform rating on AI spending
Evercore ISI repeated its Outperform rating and $380 price target for Apple after the company's fiscal 2026 10-K filing. Apple's manufacturing purchase obligations rose about $33 billion to $89.7 billion, largely due to memory buying. Apple also added Siri AI to its device services bundle. The company reported strong September quarter results with revenue of $114.5 billion.
Amazon warrant cuts Astera Labs Q3 sales by $18 million
Astera Labs reported an $18.1 million warrant charge in Q3 2026 tied to Amazon, cutting its gross sales. The charge is 9.6 times higher than the same period a year ago. Amazon holds warrants for up to 3,262,299 shares that vest based on its own payments. Astera says one customer made up over 70% of its 2025 revenue.
Amazon lets merchants connect old catalogs to Alexa shopping
Amazon launched a Workspace portal letting merchants plug existing product feeds into Alexa for Shopping. Merchants can use formats from providers like Feedonomics, Salsify or CEDCommerce without rebuilding catalogs. Eligible products appear in searches and inside Alexa, labeled Shop Direct, with links sending shoppers to merchant sites. Amazon says tens of millions of customers have found hundreds of millions of Shop Direct products since the program began.
Ai2 gets $5 million from Google for long-term climate AI model
Ai2 received $5 million from Google to develop an open-source AI model called NeuralGCM+ for projecting climate change. The model aims to help scientists predict rainfall, temperature and water supply changes over the next 5 to 50 years. Ai2 will connect NeuralGCM+ to ocean and sea ice models and add stronger physics. Google will keep improving NeuralGCM for short-term weather forecasts while sharing code and data with Ai2.
Qnity reports 22% sales growth driven by AI demand in Q3 2026
Qnity presented its third quarter 2026 financial results on November 4, 2026. The company reported 22% sales growth and raised its full-year guidance across all metrics. Qnity spun off from DuPont de Nemours in November 2025 and cited strong customer engagement and robust end-market demand. Its semiconductor materials and interconnect solutions businesses drove the strong performance.
One in six leaders say AI tools exposed supplier or customer data
A survey of 250 professionals by Instalily found that one in six supply chain and logistics leaders experienced an AI data exposure incident in the past year. The report showed 78% of companies say AI tools can access customer pricing and margins, while 67% say the same for supplier pricing and rebate data. Instalily recommends testing AI controls in everyday tasks and establishing when human approval is needed. The findings came from a report titled Shared Risk released on November 4, 2026.
AMD stock rises on strong AI revenue and upbeat forecast
Shares of Advanced Micro Devices climbed on November 3, 2026 after encouraging third-quarter earnings results. CEO Lisa Su expects AMD's data-center business to show accelerating growth and its PC business to outperform a sagging market. The chip maker demonstrated real revenue from AI and shrugged off sustainability concerns. Investors responded positively despite a tough recent trading backdrop for AI-related companies.
Sources
- Binance Reveals Fake Job Interview and Internal AI Tool Enabled Record $6.3 Billion Crypto Heist
- Rigged Coding Assignment, Abused AI Tool Opened Path to $6 Billion Binance Heist
- Binance relied on AI to fight fraud before hackers exploited internal tool in $6 billion theft
- Big Tech has more than $3 trillion in AI commitments that don't show up on its balance sheets
- Big Tech Deals Struggle to Keep Pace with AI Investment Risks
- Brookfield targets $27 billion AI data center at power station. Energy firm Drax surges 8%
- Evercore ISI reiterates Apple stock rating on AI investment outlook
- Amazon Warrant Cut Astera's Q3 Sales $18M, 9.6x a Year Ago
- Amazon lets merchants plug old feeds into Alexa
- Ai2 gets $5M from Google to turn AI weather model into a tool for projecting climate change
- Qnity Q3 2026 slides: AI demand drives 22% sales growth, guidance raised
- Survey: one in six say an AI tool has exposed supplier or customer data
- Here’s why AMD’s stock is rising — and sending a confident message about the AI trade
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