Tech Midterm
Innovation:
Where does innovation come from?
Solve Problems
Make things more efficient
Jeremy Bentham's panopticon—an innovation meant to make prisons, factories, and schools more organized by allowing a few people to control many.
Innovation comes from people solving problems—but who gets to solve the problems and what problems they choose to solve matters.
Francis Bacon believed that science and technology could help humans control nature and improve their lives.
In 1960, Time magazine named "American Scientists" as the Man of the Year because they had transformed the world with inventions like medicine, space travel, and nuclear energy.
But H.G. Wells warned that some innovations are used for controlling other people, not just improving life.
Innovation can be a tool for good (curing diseases) or a tool for control (surveillance and low-paying jobs).
Are there examples of “innovation” that stand out?
examples show how innovation can both help and harm people.
The Steam Engine (1700s): It powered factories and transportation, but also led to child labor and harsh working conditions.
Factories & Assembly Lines (1900s): They made cars and goods cheaper and more available, but they also took away jobs from skilled workers.
AI and Automation (Today): AI can help doctors find diseases faster, but it also takes jobs away from workers who aren’t trained in tech.
How do you think about the “goodness” or “badness” of innovation?
Innovation isn’t automatically good. It depends on who it helps and who it harms.
Good innovation: Vaccines, better farming tools, and cleaner energy help everyone.
Bad innovation: Surveillance cameras, AI job replacement, and nuclear weapons can give power to a few while making life worse for others.
The text shows that after 1980, innovation mostly helped the rich. Tech companies made billions, but workers' wages stayed the same or got worse.
Innovation is good when it helps people and bad when it only benefits a small, powerful group.
Technologies that enhance workers' abilities (like AI-powered tools, GPS tractors, or MRI machines) increase marginal productivity.
Technologies that replace workers entirely (like self-checkouts, chatbots, or warehouse robots) lower demand for labor instead of making workers more valuable.
The key distinction is whether technology complements human labor or eliminates it.
Who gets to decide?
Right now, billionaires and governments make most decisions about technology.
The Chinese government created a social credit system that tracks people’s behavior—good for control, bad for freedom.
Facebook changed its algorithm to increase profits, but this also spread misinformation and division.
AI is controlled by a few companies, and they decide how it's used—often to make money, not to help society.
The text argues that regular people should have more power in these decisions. History shows that when workers and citizens demand fairer rules, technology becomes more equal and helpful.
The Importance of the technology policy:
Technology policy is about making rules so that new inventions benefit everyone, not just the rich.
Without good policies:
AI can replace jobs instead of creating better ones.
Automation can make companies richer but leave workers with fewer rights.
Surveillance can control people instead of making them safer.
Governments should create policies that ensure technology helps more people—but often, they listen to big businesses instead of regular people.
Build shared prosperity
How should we think about the intersection of technology and public policy…?
Technology and policy should work together to make sure innovations help everyone, not just the wealthy.
In the early 1900s, factory workers fought for fair wages and governments made laws to protect workers.
But since 1980, technology has been used more for profit than for fairness.
To fix this, we need:
Better regulations (like minimum wages for workers in automated industries).
More worker input (workers should help decide how AI is used).
Public investment (governments should fund innovation that benefits everyone).
Why is this separation problematic?
Policy is always playing catch up and therefore is reactionary rather than proactive, and when it has been proactive it often misses the mark and does not to a good job balancing innovation and regulation allowing nations to fall behind in key sectors that impact national security.
US government not picking winners and missing out on key technological advancements, semiconductors,
What causes the separation?
Salaries in private tech are much higher than in education and government therefore Technologist have to make large sacrifices to go into
How do we bridge the gap?
Should we bridge the gap?
Government Agencies:
Why might government agencies be important in the context of technology policy? In your view, what types of roles are they supposed to play?
State Level
Regulatory experimentation (e.g., privacy laws, net neutrality).
Support for technology ecosystems (e.g., funding for startups, public-private partnerships).
California Consumer Privacy Act (CCPA).
Massachusetts Advanced Manufacturing Collaborative.
New York’s focus on AI ethics and smart cities.
What are the unique challenges faced by state government?
Balancing innovation and regulation.
Coordination with federal policies.
Federal Institutions
Legislative and Executive Branches
Role of Congress in funding, legislation, and oversight.
Executive orders and directives shaping technology priorities.
Examples:
National Science Foundation (NSF): Funding for basic research.
Department of Commerce (DOC): Standards and intellectual property (NIST, USPTO).
Federal Trade Commission (FTC): Consumer protection and competition policy.
Department of Defense (DoD): Investments in dual-use and emerging technologies.
Federal Communications Commission (FCC): Telecommunications policy.
The Interagency
Office of Science and Technology Policy (OSTP).
National Security Council (NSC) and the role of national security concerns in tech policy.
What the primary challenges facing technology policy at the federal level?
Bureaucratic fragmentation and turf wars
Lobbying pressure
Rapid pace of technological change
Importance of Global Governance
Cross-border nature of technology (e.g., AI, data flows, cybersecurity).
Need for harmonized policies and standards.
What are some of the challenges to international cooperation in the context of technology policy?
Geopolitics
Diversity of interests
“Race to the bottom”
Regulatory arbitrage
How can state and federal governments better coordinate tech policies?
What role should private companies play in international tech governance?
Can ethical concerns be adequately addressed within existing institutional frameworks?
How has the United States sought to support science, technology, and engineering in the past?
Office of Scientific Research & Development
“stood up two large, central laboratories (the MIT Radiation Laboratory and its offshoot Harvard Radio Research Laboratory) to perform and manage wartime radar research” (page 9)
“many of them stay, but the advances in electronics and microwave engineering that this effort produced were then parlayed into a wide range of postwar technological developments (Buderi 1996, Mindell 2002)”
Rad Labs investment in the ecosystem universities government labs and research organizations jumpstarted the Route 128 Technology Hub→
National Defense Research Committee
National Science Foundation
the Office of Naval Research, the Atomic Energy Commission, and the National Institutes of Health→ gave contracts and grants to produce scientific research
The gross Sampath paper shows that areas that had higher OSRD investment
What were the determinants of successful policy-making?
(Gross & Sampath, 2020)- “ its programs integrated researchers, manufacturers, and end users, not only funding the research but also coordinating efforts and ensuring R&D was connected to production and the battlefield (Gross and Sampat 2022c). Key institutional partners included universities, firms, and government-funded laboratories. Here again, Middlesex (MA) is our canonical example: the Rad Lab hosted a close-knit collaboration between academic researchers, industrial scientists, manufacturing firms, and the military—relationships which carried over into the postwar era, while also spilling over to commercial innovation” pg 25
“Nevertheless, Kilgore’s concerns about persistent concentration of innovative activity and economic power generated by such an approach seems prescient, given the results of this paper suggesting they fueled agglomeration. Gruber and Johnson (2019) have argued that broader funding, even if it reduces efficiency, could promote not only equity but also geographically-diffuse public and political buy-in for increasing federal research spending, a question we hope to explore in future research.” pg 25
Are there lessons learned from the past that might apply to today?
Innovation Clusters
What explains the creation of “innovation” clusters?
Combination of historical, economic, policy, and social factors. Here’s what drives them:
Talent Concentration & Knowledge Spillovers: When smart people work close together, they share ideas, experiment, and build off each other’s innovations.
When smart people work close together, they share ideas, experiment, and build off each other’s innovations.
Capital & Investment Networks: Without funding, even the best ideas won’t turn into successful businesses.
Clusters attract venture capitalists (VCs) and investors who fund startups.
Silicon Valley has the highest concentration of venture capital in the world,
New york → leader in fintech because of access to capital and wall street.
Government funding & research grants also play a role.
Infrastructure & Business Ecosystem: A support system of suppliers, manufacturers, and logistics makes it easier for companies to scale.
Clusters have an ecosystem of suppliers, specialized services, and skilled labor.
Government Policies & Economic Incentives: Government support can accelerate innovation clusters, while bad policies can prevent them from forming.
Tax breaks, investment in research, and regulatory policies can help clusters grow.
Strong intellectual property (IP) laws protect innovation, making it more attractive for companies.
Network Effects & First-Mover Advantage: Once a cluster reaches critical mass, it’s hard for other places to compete.
Once a cluster forms, it becomes self-reinforcing—more talent, capital, and companies move in.
Example: Silicon Valley is the default place for tech startups because so many successful companies are already there.--> Silicon on the Seine and Silicon Roundabout (?)
Where do these clusters come from? And, if you were a government policymakers, how would you attempt to create them?
Depends on you vision of the model of innovation, i tend towards a combination of all the models:
Models of Innovation
“The individual at the cutting edge of science…”
Attracting the best of the best from other countries
Universities
“The teams at the cutting edge of science…”
Need places to collaborate such as
Corporations: government support that makes creation and running corporations easier and more profitable through tax incentives
Academies: government funding for labs and academies
Labs
What are the drivers of technological innovation?
Does technological progress occur gradually or is it a case of “everything everywhere all at once”?
Technology is iterative, so no matter what technology you are talking it is built on the innovations of the past. For example, steel ships, steel was most likely first discovered on accident in the 13th century by blacksmiths, but it wasn't until Bessamer created the process for mass steel production multiple centuries later that it became cheap enough to be used for projects of that size.
How well or poorly does the government both spur and respond to innovation?
It depends on what you think the goal of the government is, and which innovations you are looking at, there are examples of failures and successes throughout history. Recently, the US government has been criticised for falling behind in innovation in key areas, such as, semiconductor manufacturing and biotechnology. But it has also been criticised for not doing enough to regulate technology companies
War & Innovation
In your view, what is the relationship between crisis and innovation?
Many technologies are bread out of a need to solve a problem, crisis like war are accompanied by many many problems therefore innovation tends to follow. In the case of world war 2 the government invested a lot of money in science and technology to help win the war. Scientists and companies worked together on things like radar, computers, medicine, and jet engines. After the war ended, those places kept inventing new things and turned into what we now call innovation clusters—places like Silicon Valley for computers or Boston for biotech. SO a big event or crisis like war can spur the creation of innovation clusters and because of the first mover advantage once they reach critical mass, there competitive advantage makes it difficult for other companies to catch up and therefore they continue to prosper.
How do you think about the relationship between technology and war?
The relationship of war and technology is deeply intertwined (just look at our DOD spending). The inventions that are initially produced in order to maintain a strategic standing in offensive or defensive capabilities, often have lasting civilian applications, such as penicillin and new technologies. War is both a consumer and a producer of innovation→it demands innovation for survival but also creates knowledge and industries that persist long after the war ends.
In your view, are the technological developments associated with periods of war incidental or causal?
I hate this question, i think that they are causal in the way that the goal is to innovate during these times and we do, what exactly is developed and its lasting impacts is more incidental.
What is it about “war” that is doing the work?
crises create the conditions for innovation by removing bureaucratic barriers, directing massive resources into research, and fostering collaboration between government, academia, and industry
Government Pitfalls:
What are the pitfalls associated with the government becoming the actor of first (or last) resort?
Why might (or not) government prove to be an effective actor?
What do each of these “models of innovation” portend for the regulation of the negative externalities associated with technology development?
Are efforts “to limit the harms of scientific and technological innovations” necessary?
Who calls for them?
In your view, what types of efforts are more or less likely to work?
Industrialization
In your view, what explains the “race” to industrialize in France?
France sought to industrialize to compete with Britain’s economic power and secure its place as a major global force. The Napoleonic Wars delayed early industrialization, but after 1815, the French government invested in infrastructure (railways, canals) and supported technical education to boost industrial growth. France also had state-driven policies that encouraged industrialization, unlike Britain's more organic industrial revolution.
Why did industrialization move faster in Germany, France, and the United States compared to the United Kingdom?
These countries learned from Britain’s successes and mistakes, allowing them to skip the slow trial-and-error phase and adopt newer, more efficient technologies.
Germany and the U.S. heavily invested in research, technical education, and mechanized production, while France had strong government support for infrastructure.
The U.S. had vast natural resources and a rapidly growing market, which fueled industrialization.
Germany benefited from strong state support (Prussian policies), access to British technology, and a scientific culture that advanced chemistry and engineering.
What is the advantage of being a “second mover”?
A second mover benefits from avoiding the mistakes of pioneers and can adopt more efficient versions of existing technology.
Unlike Britain, which relied on trial and error, later industrializers could import machinery, train workers faster, and use better infrastructure.
Germany, for example, skipped steam power and invested in electrical and chemical industries, overtaking Britain in certain sectors.
What were the precursors to the technology that allowed it to propagate?
Industrial advances were built on earlier innovations like printing, scientific instruments, clockmaking, and mechanical looms.
The printing press played a key role in spreading knowledge, allowing engineers and inventors to share designs and discoveries.
The scientific revolution and technical education systems in places like Germany created a culture that supported systematic innovation.
The telegraph built on earlier ideas of electrical communication, which had been theorized since the 18th century.
Were there headwinds to innovation? If so, what were they?
Conservative resistance: In China and parts of the Islamic world, rulers and elites resisted technological change, seeing it as disruptive.
Lack of technical literature: In some countries, knowledge was passed through craft traditions rather than written records, slowing technological spread.
Reluctance to invest: Some regions, like Southern Europe and the Ottoman Empire, lacked capital investment and skilled labor.
Religious and political control: Printing and scientific inquiry were sometimes restricted by governments or religious authorities.
What were some of the challenges associated with technology adoption in practice?
Cultural resistance: In Japan, movable-type printing was introduced but ultimately abandoned for woodblock printing because it suited their writing system better.
Infrastructure limitations: Early industrial countries lacked efficient transportation networks, making it hard to move goods and raw materials.
Workforce adaptation: Skilled workers were often reluctant to shift to new technologies, fearing job loss or changes in traditional crafts.
In your view, was the technology adoption a net gain for society?
Yes, but with major social costs. Industrialization led to higher productivity, economic growth, and new industries, but also harsh working conditions, pollution, and social inequality.
The telegraph and printing press revolutionized communication, but also contributed to wars, propaganda, and monopolization of information.
How is this measured?
Economic historians measure the impact through productivity gains, GDP growth, urbanization rates, literacy improvements, and life expectancy.
However, social unrest, labor exploitation, and environmental damage also need to be considered.
Who gets to control information?
Historically, governments, religious institutions, and wealthy elites controlled information.
The printing press and later the telegraph challenged this, making information more widely available.
Today, corporations, media conglomerates, and governments still wield significant control over information.
To what extent does medium matter?
The medium changes how people consume information.
The printing press encouraged analytical thinking and literacy, while the telegraph shortened communication and increased urgency.
Today, the internet has fragmented information, making it faster but sometimes less reliable.
What were the effects of the printing press on European society?
It increased literacy and made books more affordable.
It spread scientific discoveries, political ideas, and religious reforms (e.g., Protestant Reformation).
It led to greater political awareness and public debate.
October 31, 1517, Martin Luther purportedly nailed his 95 Theses to the door of the Wittenberg Castle Church
Dissemination of information became much easier
The job of scribes became nearly obsolete
Accuracy of information was increased because they were not relying on scribes for the information therefore there was less time that had to be spent checking that the information was correct and scientists could trust the knowledge of the processes of their predecessors and therefore focus on new innovations.
How does it change the conduct of daily life?
People had access to books, newspapers, and pamphlets, leading to more informed citizens.
The spread of education and literacy changed how knowledge was passed down.
How does it change the conduct of politics?
It made political ideas more accessible, leading to revolutions and social movements.
It allowed rulers and governments to spread propaganda more effectively.
To what degree do you give the printing press credit for the rise of democracy?
A significant degree. The spread of Enlightenment ideas through books and newspapers created a culture of political debate, civic engagement, and revolution (e.g., the American and French Revolutions).
However, democracy also required economic and social changes beyond just printing.
What role did newspapers play in society?
They were the primary source of news, political debate, and public discourse.
They connected people across distances and shaped public opinion.
Who “owns the news”?
Historically, wealthy individuals, political groups, and governments controlled newspapers.
Today, corporations and media conglomerates dominate, but independent journalism still exists.
What role do they play today?
They shape political discourse, influence elections, and set public agendas.
Social media has made traditional newspapers less dominant, but they remain important for in-depth reporting.
What role should they play?
They should inform the public, hold power accountable, and promote fact-based discourse.
What are some of the impacts of the telegraph upon society?
Faster communication: Businesses, governments, and journalists could communicate instantly.
Economic integration: Prices of goods could be set simultaneously across different locations.
Military strategy: Armies could send real-time commands across battlefields.
Political impact: Some argue it accelerated divisions in the U.S., helping to spark the Civil War.
Journalism revolution: The Associated Press was created to distribute news faster and more widely.