# Business and management

Published articles for Business and management.

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## Q&A: Rethinking how innovation happens

DevFeed: [Q&A: Rethinking how innovation happens](<https://devfeed.tech/articles/q-a-rethinking-how-innovation-happens-37979.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/qa-eugene-fitzgerald-rethinking-how-innovation-happens-0817>)

Author: Jason Sparapani | Department of Materials Science and Engineering

Published: 2026-08-17T19:50:00Z

Content type: article

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Materials science and engineering](<https://devfeed.tech/topics/materials-science-and-engineering.md>), [implementation](<https://devfeed.tech/topics/implementation.md>)

Tags: [altruistic-science](<https://devfeed.tech/tags/altruistic-science.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [book](<https://devfeed.tech/tags/book.md>), [books-and-authors](<https://devfeed.tech/tags/books-and-authors.md>), [business-and-management](<https://devfeed.tech/tags/business-and-management.md>), [dmse](<https://devfeed.tech/tags/dmse.md>), [economics](<https://devfeed.tech/tags/economics.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [eugene-fitzgerald](<https://devfeed.tech/tags/eugene-fitzgerald.md>), [faculty](<https://devfeed.tech/tags/faculty.md>), [fundamental-innovation](<https://devfeed.tech/tags/fundamental-innovation.md>), [future](<https://devfeed.tech/tags/future.md>), [innovation](<https://devfeed.tech/tags/innovation.md>), [interview](<https://devfeed.tech/tags/interview.md>), [invention](<https://devfeed.tech/tags/invention.md>), [invisible-engine](<https://devfeed.tech/tags/invisible-engine.md>), [misconceptions](<https://devfeed.tech/tags/misconceptions.md>), [mit-and-masdar-institute-cooperative-program](<https://devfeed.tech/tags/mit-and-masdar-institute-cooperative-program.md>), [mit-books-and-authors](<https://devfeed.tech/tags/mit-books-and-authors.md>), [mit-dmse](<https://devfeed.tech/tags/mit-dmse.md>), [mit-faculty-books](<https://devfeed.tech/tags/mit-faculty-books.md>), [mit-faculty-interview](<https://devfeed.tech/tags/mit-faculty-interview.md>), [moore-s-law](<https://devfeed.tech/tags/moore-s-law.md>), [q-a](<https://devfeed.tech/tags/q-a.md>), [research](<https://devfeed.tech/tags/research.md>), [research-commercialization](<https://devfeed.tech/tags/research-commercialization.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>), [semiconductor-technologies](<https://devfeed.tech/tags/semiconductor-technologies.md>), [semiconductors](<https://devfeed.tech/tags/semiconductors.md>), [singapore-mit-alliance-for-research-and-technology-smart](<https://devfeed.tech/tags/singapore-mit-alliance-for-research-and-technology-smart.md>), [strained-silicon](<https://devfeed.tech/tags/strained-silicon.md>), [strategic-research](<https://devfeed.tech/tags/strategic-research.md>), [value-creation](<https://devfeed.tech/tags/value-creation.md>)

### AI overview

MIT professor Eugene Fitzgerald discusses his book The Invisible Engine: Why Innovation Evades Control, drawing on research programs and his experience co-inventing strained silicon. He describes innovation as an intersection of science, economics, market applications, technology, implementation, and society.

### Source excerpt

In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value -- and why innovation resists simple formulas.

## Devavrat Shah's research and Ikigai Labs use tabular data for real-time forecasting and decision-making

DevFeed: [Devavrat Shah's research and Ikigai Labs use tabular data for real-time forecasting and decision-making](<https://devfeed.tech/articles/helping-ai-models-to-meet-the-real-world-37954.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/helping-ai-models-meet-real-world-0714>)

Author: David Chandler | Laboratory for Information and Decision Systems

Published: 2026-07-14T20:25:00Z

Content type: article

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [decision-making](<https://devfeed.tech/topics/decision-making.md>), [Structured-data](<https://devfeed.tech/topics/structured-data.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>), [data](<https://devfeed.tech/topics/data.md>), [Time Series](<https://devfeed.tech/topics/time-series.md>), [Computer science](<https://devfeed.tech/topics/computer-science.md>), [Electrical engineering and computer science (EECS)](<https://devfeed.tech/topics/electrical-engineering-and-computer-science-eecs.md>), [Temporal data](<https://devfeed.tech/topics/temporal-data.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-and-decision-making](<https://devfeed.tech/tags/ai-and-decision-making.md>), [ai-in-business-planning](<https://devfeed.tech/tags/ai-in-business-planning.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [algorithms](<https://devfeed.tech/tags/algorithms.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [business-and-management](<https://devfeed.tech/tags/business-and-management.md>), [business-modeling](<https://devfeed.tech/tags/business-modeling.md>), [celonis-context-model](<https://devfeed.tech/tags/celonis-context-model.md>), [computer-science-and-technology](<https://devfeed.tech/tags/computer-science-and-technology.md>), [data](<https://devfeed.tech/tags/data.md>), [data-systems](<https://devfeed.tech/tags/data-systems.md>), [decision-making](<https://devfeed.tech/tags/decision-making.md>), [devavrat-shah](<https://devfeed.tech/tags/devavrat-shah.md>), [electrical-engineering-and-computer-science-eecs](<https://devfeed.tech/tags/electrical-engineering-and-computer-science-eecs.md>), [faculty](<https://devfeed.tech/tags/faculty.md>), [forecasting](<https://devfeed.tech/tags/forecasting.md>), [idss](<https://devfeed.tech/tags/idss.md>), [ikigailabs](<https://devfeed.tech/tags/ikigailabs.md>), [laboratory-for-information-and-decision-systems-lids](<https://devfeed.tech/tags/laboratory-for-information-and-decision-systems-lids.md>), [mit-eecs](<https://devfeed.tech/tags/mit-eecs.md>), [mit-idss](<https://devfeed.tech/tags/mit-idss.md>), [mit-intellectual-property](<https://devfeed.tech/tags/mit-intellectual-property.md>), [mit-lids](<https://devfeed.tech/tags/mit-lids.md>), [mit-schwarzman-college-of-computing](<https://devfeed.tech/tags/mit-schwarzman-college-of-computing.md>), [predictions](<https://devfeed.tech/tags/predictions.md>), [profile](<https://devfeed.tech/tags/profile.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [research](<https://devfeed.tech/tags/research.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>), [startups](<https://devfeed.tech/tags/startups.md>), [structured](<https://devfeed.tech/tags/structured.md>), [tabular-data](<https://devfeed.tech/tags/tabular-data.md>), [time-series-data](<https://devfeed.tech/tags/time-series-data.md>)

### AI overview

MIT Professor Devavrat Shah's research led to a foundation model for tabular and time-series enterprise data. Developed with Ikigai Labs, the system continuously tests predictions against real outcomes to support large-scale forecasting and decision-making.

### Source excerpt

Through research and entrepreneurship, Professor Devavrat Shah is helping to design methods that can handle constant decision-making using limited computational resources.

## How MIT students are helping to prevent cyberattacks

DevFeed: [How MIT students are helping to prevent cyberattacks](<https://devfeed.tech/articles/how-mit-students-are-helping-to-prevent-cyberattacks-37965.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/mit-cybersecurity-clinic-preventing-cyberattacks-0713>)

Author: Nicole Estvanik Taylor | Department of Urban Studies and Planning

Published: 2026-07-13T19:10:00Z

Content type: article

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Security & Privacy](<https://devfeed.tech/topics/security-privacy.md>), [ransomware](<https://devfeed.tech/topics/ransomware.md>), [Business Security](<https://devfeed.tech/topics/business-security.md>)

Tags: [ai-and-security](<https://devfeed.tech/tags/ai-and-security.md>), [ai-in-cyber-crime](<https://devfeed.tech/tags/ai-in-cyber-crime.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [business-and-management](<https://devfeed.tech/tags/business-and-management.md>), [classes-and-programs](<https://devfeed.tech/tags/classes-and-programs.md>), [collaboration](<https://devfeed.tech/tags/collaboration.md>), [computer-science-and-technology](<https://devfeed.tech/tags/computer-science-and-technology.md>), [cyber-attacks](<https://devfeed.tech/tags/cyber-attacks.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [government](<https://devfeed.tech/tags/government.md>), [health-care](<https://devfeed.tech/tags/health-care.md>), [jungwoo-chun](<https://devfeed.tech/tags/jungwoo-chun.md>), [lawrence-susskind](<https://devfeed.tech/tags/lawrence-susskind.md>), [local](<https://devfeed.tech/tags/local.md>), [massive-open-online-courses-moocs](<https://devfeed.tech/tags/massive-open-online-courses-moocs.md>), [mit-class-11-074-11-274-cybersecurity-clinic](<https://devfeed.tech/tags/mit-class-11-074-11-274-cybersecurity-clinic.md>), [mit-cybersecurity-clinic](<https://devfeed.tech/tags/mit-cybersecurity-clinic.md>), [mit-dusp](<https://devfeed.tech/tags/mit-dusp.md>), [mitx](<https://devfeed.tech/tags/mitx.md>), [organizations](<https://devfeed.tech/tags/organizations.md>), [prevent](<https://devfeed.tech/tags/prevent.md>), [public-sector](<https://devfeed.tech/tags/public-sector.md>), [ransomware-attacks](<https://devfeed.tech/tags/ransomware-attacks.md>), [school-of-architecture-and-planning](<https://devfeed.tech/tags/school-of-architecture-and-planning.md>), [software](<https://devfeed.tech/tags/software.md>), [technology-and-society](<https://devfeed.tech/tags/technology-and-society.md>), [training](<https://devfeed.tech/tags/training.md>), [urban-studies-and-planning](<https://devfeed.tech/tags/urban-studies-and-planning.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

### AI overview

MIT's Cybersecurity Clinic trains students to assess cyberattack vulnerabilities and provide free, confidential security assessments to municipalities, health-care organizations, and other at-risk communities.

### Source excerpt

Students from the MIT Cybersecurity Clinic help local governments and other vulnerable organizations defend against digital threats.