Drug Development Costs Reach $1.5 Billion as AI Efforts Grow

Nvidia’s future is in focus after Jensen Huang’s reported forced exit. Huang founded Nvidia in 1993 and helped make it central to the AI boom; articles describe him as having rock-star status and Nvidia as the U.S. chip king. His departure, after leading without a second-in-command, has prompted questions about succession and how the AI industry moves forward. A November 12, 2026 Business Insider report says China could benefit from Huang’s downfall.

Businesses are putting AI to work in practical ways. Square has moved Squaremates out of beta for U.S. sellers and introduced Square CLI and an updated Square MCP server, enabling third-party assistants to access business information and make changes. Agents get secure workspaces; features include creating marketing campaigns, updating catalogs, building staff schedules and preparing supplier orders for seller approval. Examples include Los Angeles restaurant Burgers Never Say Die using customer insights to promote its house-made cheese sauce, and a Knoxville-area cafe operator building a labor board app. Most announced tools are free, but Squaremates is not yet available to Multi-Account Suite users.

Blackstone uses an AI system to assess nearly every proposed investment for its Monday committee, drawing on more than 14 years of internal memos and debate. Executives retain the decision: the system cannot approve or reject deals. Blackstone says other AI tools have reduced reviews of thousands of deal documents from a weekend to minutes. A PYMNTS Intelligence report found 80% to 85% of executives at large U.S. companies expect AI to support human decisions over the next five years, and none expect it to operate fully on its own.

In drug development, Isomorphic CEO Max Jaderberg argues that discovery needs to move beyond lab experiments to reduce costs. The article puts development costs at about $1.5 billion, up from a few hundred million, and timelines at as long as 15 years, compared with eight or nine. Jaderberg points to AlphaFold, AlphaGo and AlphaStar, while noting that simulations have not yet predicted every problem that emerges in patients, including some toxicity issues. Separately, the linked Vodafone Egypt report is titled “Vodafone Egypt to co-invest in large data centre and sovereign AI facility,” but the supplied article summary gives no project details.

AI’s economic effects are also appearing in investment and prices, according to Federal Reserve Vice Chair for Supervision Michael Barr. The U.S. economy grew at a 3.4% annualized rate in the third quarter of 2026, alongside increased business fixed investment tied to AI spending, while consumer prices remained above the Fed’s target. The article reports market pricing at a 90.5% probability of two rate hikes in 2026.

Financial firms are adding AI connections while setting limits. Alpaca’s Paper Trading connector lets Claude place simulated stock, ETF and options orders; its Live connector supports analysis and account monitoring, but neither can place live trades. Alpaca warns users to verify permissions, balances, data and order status, and says simulated results do not reflect all real-market conditions. Charles Schwab is piloting an MCP server with Anthropic’s Claude for select clients, allowing authorized access to account and market information and trade execution through the client’s AI platform. Schwab also plans thinkorswim Assistant and has expanded Portfolio Insights. Options sessions now extend for about 30 stocks, ETFs and indexes, and Schwab reported $13.33 trillion in client assets and 10.7 million daily average trades in Q3 2026.

Other developments span startup ideas and enterprise security. Bill Gross says he has made more than one million AI-generated startup ideas available online for free; his team removed 200,000 risky ideas and kept nonprofit ideas at about 10%. Users can filter by skills, budget and team size, while large companies must license the full system. Commvault and Zscaler are combining AI policy controls with cyber-resilience tools for AI discovery, runtime governance and agent recovery. The article says slower adoption could constrain the partnership’s impact; Zscaler remains unprofitable and faces high growth expectations. Telecompaper’s supplied summary provides no further details about Vodafone Egypt’s planned facility.

Key Takeaways

  • Jensen Huang’s reported forced exit from Nvidia has raised succession questions; Huang founded the company in 1993, and one report says China could benefit.
  • Squaremates is generally available to U.S. sellers, with features for marketing, catalog updates, staffing and supplier restocking; Square CLI and Square MCP connect sellers’ tools and assistants.
  • Blackstone’s AI reviews proposed investments but leaves approval decisions to executives; its document-review tools have cut work from a weekend to minutes.
  • Isomorphic CEO Max Jaderberg says drug development costs have risen to about $1.5 billion and timelines to as long as 15 years; he cites AlphaFold while acknowledging simulation limits.
  • Michael Barr links AI spending to stronger business investment and GDP; U.S. growth was 3.4% annualized in Q3 2026, while prices remained above the Fed target.
  • Alpaca’s Claude connectors support analysis and simulated orders, not live trades; users are told to verify account details and review AI-generated orders.
  • Charles Schwab is piloting a Claude-connected MCP server for select clients and extending options sessions for about 30 stocks, ETFs and indexes.
  • Bill Gross says more than one million startup ideas are online for free; 200,000 risky ideas were removed and nonprofit ideas make up about 10%.
  • Commvault and Zscaler are partnering on AI discovery, runtime governance and recovery, while adoption pace remains a stated risk to the strategy.
  • The supplied Vodafone Egypt summary names a planned data center and sovereign AI facility but provides no additional project details.

Nvidia faces questions about AI’s future after Jensen Huang’s exit

Jensen Huang’s exit from Nvidia raises questions about the future of the AI industry. He founded Nvidia in 1993 and helped turn it into a company that powered the AI boom. Huang led the company without a second-in-command, leaving the industry to consider how it can move forward without him.

AI leaders consider who can replace Nvidia’s Jensen Huang

The artificial intelligence industry is considering who could fill Jensen Huang’s shoes after his forced exit from Nvidia. Huang had rock star status, and Nvidia is described as the US chip king. His departure has prompted questions about the industry’s future without him.

AI industry weighs its future after Jensen Huang’s Nvidia exit

The artificial intelligence industry is weighing who can fill Jensen Huang’s shoes after his forced exit from Nvidia. Huang had rock star status, and Nvidia is described as the US chip king. His departure has led the industry to reassess its future without him.

Jensen Huang’s fall could give China an edge in the AI race

A Business Insider report says China is the biggest winner from Jensen Huang’s downfall. The article identifies Huang as Nvidia’s CEO and features a photo of him speaking at a conference in San Francisco. The report was published on November 12, 2026.

Square opens Squaremates AI agent to sellers’ own tools

Square has taken its Squaremates AI agent out of beta and is offering sellers Square CLI and an updated Model Context Protocol server, called Square MCP. Sellers can connect third-party assistants to business information and use the tools to make changes. Each Squaremates agent now has a secure workspace with cloud computing, and a beta feature can prepare supplier restocking orders for sellers to place. Squaremates helped Los Angeles restaurant Burgers Never Say Die find that regular customers liked its house-made cheese sauce, and the restaurant later promoted it on social media. Donnie McClanahan, who runs four cafes around Knoxville, Tennessee, used Square CLI and an AI coding agent to build a labor board app that gathers schedules and timecards; most announced tools are free for U.S. sellers, but Squaremates is not yet available to Multi-Account Suite users.

Square expands AI tools that help sellers run their businesses

Squaremates is now generally available to sellers in the United States. The tool can handle complex tasks in a secure workspace, including finding inactive customers and creating marketing campaigns, updating product catalogs, and building staff schedules based on labor costs and sales trends. Sellers can also create and host business apps through Squaremates Apps. A beta restocking feature can flag low inventory and prepare supplier orders for seller approval, while Square plans to add permission-based email access for daily briefings.

Blackstone’s AI reviews deals but leaves decisions to executives

Blackstone’s AI chief investment officer writes an assessment of nearly every proposed investment for the firm’s Monday committee, but it cannot approve or reject deals. The system draws on more than 14 years of internal investment memos and committee debates to offer executives another perspective. Blackstone’s existing AI tools have cut reviews of thousands of deal documents from a weekend to minutes. A PYMNTS Intelligence report found that 80% to 85% of executives at large U.S. companies expect AI to support human decisions over the next five years, and none expect it to act fully on its own.

Telecompaper covers Vodafone Egypt’s data center and AI facility plan

Telecompaper is an independent research and publishing company focused on the telecommunications industry. It says it has kept telecom professionals up to date since 2000. The linked article is titled “Vodafone Egypt to co-invest in large data centre and sovereign AI facility,” but the provided content does not include details about the project.

Isomorphic sees AI drug design moving beyond the lab

Isomorphic CEO Max Jaderberg argued that drug discovery needs to move beyond lab experiments to reduce costs. He said some drug problems, including toxicity, are only discovered when medicines are tested in patients. The article says drug approvals have stayed roughly flat as development costs rose from a few hundred million dollars to about $1.5 billion and timelines grew from eight or nine years to 15 years. Jaderberg linked his confidence to AlphaFold and game systems such as AlphaGo and AlphaStar, while acknowledging that drug programs are often treated as separate projects and that simulations have not yet predicted every problem seen in patients.

Fed’s Barr says AI is lifting US investment and GDP while affecting prices

Federal Reserve Vice Chair for Supervision Michael Barr said AI’s effects on the U.S. economy are showing up in prices, investment, and GDP. The article reports that the economy grew at a 3.4% annualized rate in the third quarter of 2026, alongside higher business fixed investment tied to AI spending. Consumer prices remain above the Federal Reserve’s target, creating a challenge for its inflation goals. Market pricing showed a 90.5% probability of two Fed rate hikes in 2026, according to the article.

Alpaca’s Claude connectors support simulated trading, not live orders

Alpaca’s Paper Trading and Live connectors let users connect accounts to Claude for market analysis, account monitoring and other tasks. The Paper Trading connector can place simulated stock, ETF and options orders, while neither connector can place live trades. Users must check account permissions, balances, data access and order status, since an order acknowledgment does not prove a trade filled. Paper trading uses simulated funds and does not reflect several real market conditions, so it cannot predict live results. Alpaca says users should review AI-generated orders and verify account information independently.

Bill Gross puts more than one million startup ideas online for free

Bill Gross said he has posted more than one million startup ideas online for free. His AI system identified an idea for locking in gas prices for a $5 monthly fee, and Gross said it found concerns shared by more than 100 million people in China, the United States and Europe. The team removed 200,000 risky ideas and kept nonprofit ideas at about 10% of the collection. Gross suggested colleges could admit students based on their ideas and offer startup funding, while users can filter ideas by skills, budget and team size. He also said large companies must license the full system, and that his PRA network includes 1,600 publications supporting a 50-50 revenue share for AI answers.

Commvault partnership tests Zscaler’s enterprise AI security strategy

Commvault and Zscaler announced a partnership combining Zscaler Security for AI policy controls with Commvault’s AI and cyber resilience tools. The companies aim to help businesses govern AI use and recover from harmful or unauthorized AI activity. The partnership focuses on AI discovery, runtime governance and recovery of AI agents, supporting Zscaler’s effort to become a key layer for enterprise AI security. The article says slower customer adoption could limit the impact, especially while Zscaler remains unprofitable and growth expectations are high. One analyst’s valuation narrative puts Zscaler’s fair value at $249.97, based on projected annual revenue growth of 50.6% and an eventual profit margin of 12.0%.

Charles Schwab adds AI tools and longer options trading sessions

Charles Schwab announced new AI tools and extended options trading hours for retail clients. Its Model Context Protocol server is in a pilot for select clients using Anthropic’s Claude, allowing authorized users to access account data, review market information and execute trades through their own AI platform. Schwab also plans to launch thinkorswim Assistant, a generative AI search tool, and has expanded Portfolio Insights to cover more stocks, ETFs and sector news. Options trading hours now extend for about 30 stocks, ETFs and indexes on Cboe Options Exchange, from 7:30 to 9:25 a.m. ET and 4:00 to 4:15 p.m. ET, Monday through Friday. Other updates include options pricing details on thinkorswim, website changes and expanded Schwab Mobile trade settings; the firm reported $13.33 trillion in client assets and 10.7 million daily average trades in the third quarter of 2026.

Sources

NOTE:

This news brief was generated using AI technology (including, but not limited to, Google Gemini API, Llama, Grok, and Mistral) from aggregated news articles, with minimal to no human editing/review. It is provided for informational purposes only and may contain inaccuracies or biases. This is not financial, investment, or professional advice. If you have any questions or concerns, please verify all information with the linked original articles in the Sources section below.

Nvidia Jensen Huang AI industry leadership AI business adoption AI agents Squaremates Square MCP investment decision support Blackstone AI drug discovery AlphaFold AI economic impact Federal Reserve financial AI Claude Alpaca Charles Schwab AI startup ideas AI cybersecurity sovereign AI infrastructure

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