AI is changing how organizations teach, build products and manage work, but the articles repeatedly stress that people remain responsible for how the technology is used. At Alpha Chicago, a private school in Lakeshore East, students use 2 Hour Learning software for math, science and reading for two hours each morning, then spend the rest of the day on skills such as cooking, sewing, public speaking, financial literacy and teamwork. About 50 students attend; the school can hold 500 and tuition is nearly $55,000. Education expert Charles Tocci questioned how much the software relies on AI and noted similarities to Montessori education. Alpha Schools has also sought permission to renovate a former school in Evanston, with the proposal still under city review.
In payments, Boost CTO Rinku Sharma says AI can help teams build products quickly, but experienced developers must review the work for design, security, monitoring, compliance and explainability issues. Boost cleans its data and tracks how it moves through the company before using it in models. Teams and AI agents review products at multiple stages, while an independent model checks for bias; developers make the final decision. In an InfoQ podcast, Hugo Venturini similarly argues that people remain accountable for AI-written code. Teams should use trust-based judgment to decide what needs review, and leaders can encourage responsibility through candid, no-blame discussions and a focus on solutions. The discussion warns that blaming AI could undo gains Microsoft made when it combined software engineering and testing roles in 2014.
Workforce preparation is another recurring concern. Leah Wilson, Dentsu Canada’s senior vice-president of talent and learning, said at HRFest Canada in Toronto on Nov. 11, 2026, that employers must invest in people alongside technology because AI may advance faster than employees can adopt it. AI has made recruitment more efficient but also increased applications and made résumés harder to assess. Wilson recommends asking employees what training they need, preparing them for real work situations and communicating openly about AI-related changes and concerns.
Other articles focus on safeguards and institutional choices. A column on auto dealerships says AI bots can save time and money when used with safeguards, but businesses should disclose when they use them. After FTC warning letters in March, dealership buyers are also reviewing advertising and pricing practices before acquisitions to avoid compliance risks. For defense contractors handling controlled unclassified information (CUI), AI-powered penetration tests can repeatedly probe exposed systems and verify fixes, but they may miss stolen credentials, misuse of access and CUI shared through ordinary tools. The article recommends combining independent assessments, ongoing technical testing and exercises that test security teams’ ability to detect and contain attacks.
Universities are debating where AI belongs. The California State University Academic Senate, representing 28,000 faculty across 22 campuses, urges the system to prioritize administrative tasks such as answering emails and applying grade curves rather than promoting AI for teaching. Faculty say AI-generated responses make meaningful assessment harder and raise concerns about critical thinking. The proposal calls for better assessment methods and a systemwide study of AI’s effects on students; it does not bar individual faculty from classroom experimentation. Senate resolutions are not executive orders, and the proposal is scheduled to be shared with CSU leaders before the Nov. 17–18 Board of Trustees meeting.
Infrastructure and economic effects are also under scrutiny. Hong Kong’s data-center demand exceeds local computing supply, but despite ranking fourth globally in a Cushman & Wakefield assessment in 2023, it did not make the consultancy’s top 10 Asia-Pacific markets this year; Johor in Malaysia, Sydney and Shanghai stood out. Meanwhile, Federal Reserve Chairman Kevin Warsh plans a three-hour public forum in San Francisco on Monday, with three panels examining AI’s effects on growth, productivity, jobs and prices. Data-center construction is contributing to price pressures, while officials and the public are weighing concerns that include job losses, inequality, land use, mental health, financial markets and national security. The timing and scale of AI’s economic effects remain uncertain.
Key Takeaways
- Alpha Chicago uses 2 Hour Learning for two hours of core academic instruction each morning, followed by practical skills; it has about 50 students, capacity for 500 and tuition near $55,000.
- Boost CTO Rinku Sharma says AI can speed product development, but experienced developers must review design, security, compliance and other risks; developers make final decisions after multiple checks.
- Hugo Venturini says people remain accountable for AI-generated code, and warns that blaming AI could reverse gains from Microsoft’s 2014 combination of software engineering and testing roles.
- Dentsu Canada’s Leah Wilson says employers need to invest in employee training alongside technology, communicate openly about AI change and prepare staff for real work situations.
- Auto dealers are urged to disclose AI-bot use; buyers are reviewing advertising and pricing after FTC warning letters in March.
- AI penetration tests can provide repeated technical checks for defense contractors, but the article recommends pairing them with independent reviews and security exercises to address risks involving CUI and access.
- The California State University Academic Senate favors using AI for faculty administration over promoting it in teaching, and calls for a systemwide study of AI’s effects on students.
- Hong Kong has fallen out of Cushman & Wakefield’s top 10 Asia-Pacific data-center markets this year, while Johor, Sydney and Shanghai stood out.
- Federal Reserve Chairman Kevin Warsh plans a three-hour San Francisco forum on AI’s effects on the economy, jobs and prices, including concerns tied to data-center construction.
Chicago school blends AI lessons with real world skills
Alpha Chicago, a private school in Lakeshore East, uses software called 2 Hour Learning to teach math, science and reading for two hours each morning. Students spend the rest of the day learning skills such as cooking, sewing, public speaking, financial literacy and teamwork. About 50 students attend the school, which can hold up to 500, and tuition costs nearly $55,000. Education expert Charles Tocci questioned how much the school’s software relies on artificial intelligence and noted similarities to Montessori education. Alpha Schools has applied for permission to renovate an old school in Evanston, where the proposal is still under city review.
Alpha Chicago uses AI software to teach core subjects
Alpha Chicago is a new private school in downtown Chicago that uses AI-powered software to teach students core subjects, including math, science and reading. The school is located in the Lakeshore East neighborhood.
Boost CTO explains how people and AI guide payment technology
Boost CTO Rinku Sharma says AI tools can help teams create products quickly, but companies still need experienced developers to check the work. Reviews help find problems with system design, security, monitoring, compliance and explainability. Boost cleans its data and tracks how it moves through the company before using it in AI models. Its teams and AI agents review products at several stages, and an independent model checks for bias before developers make the final decision.
Dentsu Canada executive says AI plans must invest in employees
Leah Wilson, Dentsu Canada’s senior vice-president of talent and learning, said employers must invest in people as well as technology because AI may advance faster than workers can adopt it. Speaking at HRFest Canada in Toronto on Nov. 11, 2026, she said AI has made recruitment more efficient but increased applications and made résumés harder to assess. Wilson said traditional learning plans no longer fit, so employers should ask staff what training they need and prepare them for real work situations. She also urged leaders to communicate openly about AI-related change and employee concerns.
Dealers urged to disclose when they use AI bots
A column discusses the use of AI in auto dealerships and the importance of disclosing when businesses use AI bots. Panelists at the Automotive News Canada 2026 Retail Forum said AI, when used with safeguards, can save dealers time and money and improve their bottom line. The article also notes that, after the FTC sent warning letters in March, dealership buyers are reviewing advertising and pricing practices before acquisitions to avoid taking on compliance risks.
AI penetration tests add security checks but cannot replace independent reviews
Defense contractors must show they can protect controlled unclassified information, or CUI, as the government reconsiders how it measures cybersecurity. The pause in Cybersecurity Maturity Model Certification Phase 2 assessments has renewed debate over whether AI-powered penetration tests could replace independent reviews. Automated tests can repeatedly probe exposed systems and check whether fixes work, but they may miss risks such as stolen credentials, misuse of access, and CUI shared through ordinary tools. Independent assessments examine governance, staff practices, service providers, incident response, and how companies handle CUI, though they only capture conditions at one point in time. The article recommends layered assurance, combining independent reviews, ongoing technical testing, and exercises that test whether security teams can detect and contain attacks.
AI coding leaves people accountable for software decisions
In an InfoQ podcast, Lead Editor Shane Hastie spoke with Hugo Venturini about accountability as AI writes more code. They discussed how AI affects code reviews and engineering roles, and why people remain responsible for the code and decisions they approve. The discussion says AI did not create the growing volume of pull requests, so teams should use the same trust-based judgment they used before to decide what needs review. It also warns that AI could undo gains made when Microsoft combined software engineering and testing roles in 2014, if workers blame the tool instead of taking responsibility. Leaders can support accountability through honest, no-blame discussions, anonymous questions, and a culture that names solutions rather than people.
Hong Kong falls behind as Malaysia and Singapore advance in AI data centers
Data centers are spreading across Hong Kong, from Tseung Kwan O to Kwai Chung, as demand for computing power exceeds local supply. The city once looked like a leading market, and Cushman & Wakefield ranked it fourth globally in 2023. But Hong Kong did not make the consultancy’s top 10 Asia-Pacific markets this year, while Johor in Malaysia, Sydney, and Shanghai stood out. Experts are considering how Hong Kong can overcome limits in its digital infrastructure.
California State professors want AI focused on campus administration
The California State University Academic Senate is urging the system’s 22 campuses to focus AI efforts on faculty administrative work rather than promoting AI for teaching and learning. The 53-member senate represents 28,000 faculty members and says AI-generated responses make meaningful student assessment harder. Faculty members have raised concerns about effects on critical thinking and say the university should better understand AI’s benefits and risks for learning before expanding classroom use. The resolution suggests AI could help with routine work such as answering emails and applying grade curves, and calls for better assessment methods and a systemwide study of AI’s effects on students. It does not prevent individual faculty from trying AI in teaching, and the senate’s resolutions do not have executive power; the proposal is scheduled to be shared with CSU leaders ahead of the Board of Trustees meeting on Nov. 17 and 18.
Fed Chair Warsh to weigh AI’s economic risks and benefits
Federal Reserve Chairman Kevin Warsh will host a public forum in San Francisco on Monday to examine how artificial intelligence could affect the economy, jobs, and prices. The technology may boost growth and productivity, but the rapid construction of data centers is also driving up prices and drawing public concern. Warsh and other Fed officials face uncertainty about the timing and scale of AI’s effects as they manage inflation and employment. The debate also includes concerns about job losses, inequality, local land use, mental health, financial markets, and national security. The three-hour forum will include three panels and gather views on technology’s effects on the economy and labor market.
Sources
- New private school in downtown Chicago using artificial intelligence to teach students
- Alpha Chicago, new private school downtown, uses AI to teach students
- Boost CTO Rinku Sharma's Recipe For Artificial Intelligence Payments Success
- AI adoption demands investment in people, not just tools: exec
- Column: An act of transparency: Disclose use of AI bots
- AI penetration testing cannot replace independent cybersecurity assurance
- Doing The Right Thing: Accountability In The Age Of AI Coding Summary
- In Focus | Why city is losing ground in AI data centre race as Malaysia, Singapore advance
- Professors urge CSU system to use AI for admin work instead of instruction
- Fed's Warsh to take stock of AI revolution as US public grows wary
Comments
Please log in to post a comment.