This Month's Latest Tech News in Surprise, AZ - Saturday May 31st 2025 Edition

By Ludo Fourrage

Last Updated: June 1st 2025

A view of TSMC's Phoenix semiconductor plant with tech-inspired cityscape representing Surprise, AZ's AI transformation.

Too Long; Didn't Read:

Arizona's tech scene is booming in 2025, with Surprise and Phoenix at the forefront. Highlights include $1.2 billion invested in startups, TSMC's $65 billion chip plant driving 6,000 tech jobs, Nvidia ramping up AI chip manufacturing, Waymo expanding robotaxi production, and new AI law initiatives - all solidifying Arizona as a national AI and semiconductor hub.

Arizona is rapidly emerging as a national hub for AI-driven entrepreneurship and smart city innovation, as seen in the Greater Phoenix area's 8% increase in new business formations and a noteworthy $1.2 billion in investments for 2024 alone, ensuring a vibrant startup ecosystem anchored in semiconductor, climate tech, and software sectors.

Major tech events like CONNECTED 2025 illustrate how cities like Surprise are leveraging AI for public safety, mobility, and inclusive urban development - highlighted by partnerships with Nvidia and pioneering projects in smart infrastructure and digital twins.

The surge is further fueled by robust grant programs, with Arizona alone offering over 290 business and technology grants - including sector-specific awards for advanced manufacturing, renewable energy, and minority-owned startups - to propel innovation statewide.

As the Future of Startups and Entrepreneurship report notes, the region's challenge is now to bridge the early-stage funding gap and foster strategic collaboration among government, universities, and industry.

This transformative momentum makes Arizona - especially cities like Surprise - a destination for AI entrepreneurs; for a comprehensive look at targeted grants and local business accelerators, see this detailed guide on startups grants in Arizona.

Meanwhile, regional tech gatherings, such as CONNECTED 2025, bring together leaders, citizens, and innovators to showcase the state's evolving smart region vision, as showcased by Venture Café Phoenix.

Table of Contents

  • TSMC's $65 Billion Mega Fab Puts Phoenix - and Surprise - on the AI Map
  • Nvidia Starts US Manufacturing for Blackwell AI Chips in Arizona
  • Trump Administration Accelerates Chip Permits and Tariffs Review
  • Regulators Eye Big Tech's AI Partnerships for Antitrust Concerns
  • TSMC's AI Boom: Opportunity and Risk for Local Stakeholders
  • AI Evidence in Arizona Courtroom Sets National Precedent
  • Aurora Innovation to Expand Driverless Trucking Operations to Phoenix Area
  • AI in Arizona Classrooms Stirs Debate After Teacher Resignation
  • Apple Develops AI-Powered Search, Challenging Google on iPhones
  • Waymo Scales Up Arizona Robotaxi Production for Statewide Rollout
  • Conclusion: Surprise, AZ at the Center of America's AI Future
  • Frequently Asked Questions

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TSMC's $65 Billion Mega Fab Puts Phoenix - and Surprise - on the AI Map

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TSMC's $65 billion mega fab development is rapidly transforming Phoenix - and the neighboring city of Surprise - into pivotal anchors on America's advanced technology and AI map.

The Taiwanese semiconductor leader's Arizona campus is the largest single foreign direct investment in state history, now encompassing three fabrication plants, two advanced packaging facilities, and a next-generation R&D center - all built with over $11 billion in U.S. government incentives under the CHIPS Act.

The campus is projected to add 6,000 high-tech jobs and over 20,000 construction jobs, as well as drive tens of thousands of indirect jobs and an estimated $200 billion in regional economic output over the next decade.

As highlighted by the TSMC expansion announcement, the broader impact includes a surge in demand for industrial, office, retail, and housing development within a 10- to 15-mile radius, thanks to a tightly integrated supply chain and workforce.

For a concise view of the production roadmap, see the table below. In the words of CBRE's Rusty Kennedy,

“When megaprojects select Phoenix, it sparks a flurry of activity in the industrial market from suppliers, distributors, third-party logistics companies, contractors and various other users that service these campuses.”

Learn more about TSMC's leading-edge technologies and sustainability initiatives at their official TSMC Arizona site, and dive into market-wide developments with a comprehensive look at global chip industry investments, including the Arizona project, in this Global IC Fabs and Facilities Report: 2024.

Fab Number Chip Technology Production Start
First 4 nm H1 2025
Second 3 nm 2028
Third 2 nm or more advanced By end of 2030s

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Nvidia Starts US Manufacturing for Blackwell AI Chips in Arizona

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Nvidia has commenced U.S. manufacturing of its groundbreaking Blackwell AI chips at TSMC's advanced fabrication facility in Phoenix, marking a turning point for American technology infrastructure.

This strategic initiative involves over one million square feet of combined manufacturing, testing, and assembly space across Arizona and Texas, with mass production ramping up over the next 12 to 15 months and packaging handled by partners Amkor and SPIL in Arizona.

Nvidia's investment - expected to reach $500 billion over four years - targets the entire supply chain for AI supercomputers, mitigating geopolitical risks and aligning with the CHIPS and Science Act incentives.

As Jensen Huang, Nvidia's founder and CEO, stated,

“The engines of the world's AI infrastructure are being built in the United States for the first time. Adding American manufacturing helps us better meet the incredible and growing demand for AI chips and supercomputers, strengthens our supply chain and boosts our resiliency.”

The Blackwell chips are designed for next-generation “AI factory” data centers, featuring breakthroughs like the NVIDIA GB300 NVL72 solution and Omniverse-powered digital twins for automated, resilient facilities.

Nvidia's move is poised to catalyze job creation, bolster U.S. supply chain security, and fuel innovation, with major partners and large-scale assembly operations signaling a new era for Arizona's high-tech workforce.

For a deeper dive into the Blackwell platform's architecture and its transformative impact on AI data centers, see this comprehensive feature on the Nvidia GTC 2025 announcements detailing revolutionary chips, systems, and optical networking for hyperscale AI data centers, an in-depth overview from Nvidia's official newsroom on manufacturing American-made AI supercomputers, and analysis from PCMag on TSMC's pivotal Arizona plant producing Nvidia Blackwell AI chips.

Year US AI Infrastructure Value Nvidia Market Share
2024 $655.9B (global market) 12%
2025-2029 Up to $500B (US investment) -

Trump Administration Accelerates Chip Permits and Tariffs Review

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The Trump administration is aggressively accelerating semiconductor chip permitting and reviewing tariff policies to cement the United States, and Arizona in particular, as a global semiconductor powerhouse.

President Trump recently pledged to "expedite and quickly deliver" all necessary permits to companies like Nvidia, whose $500 billion investment will establish over 1 million square feet of manufacturing space and create hundreds of thousands of jobs with new AI supercomputing projects in Arizona and Texas.

This comes amid ongoing discussions about semiconductor tariffs and supply chain security - as TSMC recently urged the White House to exempt foreign-made chips from tariffs, warning that such restrictions could threaten the expansion of its Phoenix megafab, already the focus of more than $100 billion in planned investment.

Lawmakers from both parties are also mobilizing to streamline permitting at the federal level, as evidenced by the bipartisan Building Chips in America Act, which aims to cut red tape and speed up the launch of federally funded semiconductor plants.

As summarized by Senator Ted Cruz,

“I'm proud to have led this effort...to streamline environmental permitting for semiconductor factories, a crucial step in onshoring jobs and making our country less dependent on China for semiconductors critical to national defense.”

For a full breakdown of national chip policy and Arizona's role, see the in-depth coverage on Trump's expedited permit plan for chip expansions, TSMC's tariff exemption requests amid Arizona megafab growth, and the latest legislative efforts to fast-track semiconductor permitting.

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Regulators Eye Big Tech's AI Partnerships for Antitrust Concerns

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Regulatory scrutiny over tech giants' partnerships with leading AI developers intensified this month, as the Federal Trade Commission (FTC) and U.S. senators spotlight potential antitrust risks in deals between Microsoft, Google, and AI startups OpenAI and Anthropic.

A recent FTC staff report found that cloud service providers frequently negotiate equity, revenue-sharing, and exclusive licensing rights with their AI partners, raising concerns around the consolidation of key computing resources, talent, and sensitive business information that could stifle market competition and innovation.

As outlined in the FTC's January 2025 report, these collaborations may "create lock-in, deprive startups of key AI inputs, and reveal sensitive information that can undermine fair competition"

“As companies rapidly deploy generative AI technologies, enforcers and policymakers must stay vigilant to guard against business strategies that undermine open markets, opportunity, and innovation.” - FTC Chair Lina M. Khan

Senators Elizabeth Warren and Ron Wyden formally requested information from Microsoft and Google about the scope and exclusivity of their AI deals, echoing worries that such pervasive integration may effectively function as "de facto mergers" that elude traditional regulatory oversight and limit consumer choice.

Their bipartisan investigation was triggered by revelations of multi-billion-dollar investments, interlocking board positions, and restrictive licensing contracts, as detailed in the FTC's 6(b) inquiry into generative AI partnerships, summaries of the latest Senate antitrust investigations into Google-Anthropic and Microsoft-OpenAI deals, and ongoing reporting exposing how these agreements could shape the future of innovation and pricing in the AI market.

As Surprise, AZ's tech landscape evolves alongside these national debates, stakeholders should watch closely how future regulatory action could reshape access and competition in the AI-driven economy.

TSMC's AI Boom: Opportunity and Risk for Local Stakeholders

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TSMC's explosive growth in AI chip manufacturing presents both significant opportunities and notable risks for local stakeholders in Arizona. Driven by surging demand from major clients like Nvidia and AMD, TSMC reported a remarkable 60% year-over-year jump in Q1 2025 net income to NT$361.56 billion (about $11.12 billion USD) and expects AI accelerator revenue to double in 2025, fueling continued investment in its US operations, including the massive Arizona fab expansion.

However, this boom is accompanied by challenges, specifically rising fabrication costs and uncertainties around US trade policy and tariffs, with up to 75% of TSMC's revenue sourced from North American clients.

CEO C.C. Wei maintains that,

“No changes observed yet in customer behavior despite tariff uncertainties,”

but the threat of US tariffs remains and could directly impact Arizona's economic outlook as the region becomes a global hub for advanced chip production.

The following table summarizes key recent figures and risks:

Metric Q1 2025 Result Year-over-Year Change
Net Income NT$361.56B ($11.12B) +60%
Revenue NT$839.25B ($25.81B) +41.6%
AI Division Growth 59% of revenue AI accelerator revenue set to double in 2025

Local leaders and entrepreneurs should closely follow these developments, as TSMC's $100 billion US investment not only brings tech jobs and infrastructure but also exposes Arizona's economy to the global volatility of semiconductor supply chains and international trade.

For a deeper breakdown of financials, risks, and the effects of US policies on TSMC's Arizona operations, see the detailed analysis on CNBC's detailed coverage of TSMC earnings and trade threats, a comprehensive report on TSMC's profit surge and AI market drivers, and the IG analysis of market share and trade risk for TSMC in the AI era.

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AI Evidence in Arizona Courtroom Sets National Precedent

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This month, Arizona made national headlines as an AI-generated video of slain Army veteran Christopher Pelkey was played during the sentencing of his killer in Maricopa County Superior Court, marking what experts call a likely first in U.S. legal history.

Stacey Wales, Pelkey's sister, collaborated with family and technology partners to produce the video, giving voice to her late brother in a victim impact statement that was both personal and forgiving - culminating with,

"Well, I'm gonna go fishing now. Love you all. See you on the other side."

The innovative use of AI drew widely varying reactions: while Judge Todd Lang and victim rights attorney Jessica Gattuso praised its powerful message of forgiveness, legal scholars and media observers sounded caution about the potential for emotional manipulation and the ethical challenges of allowing AI-generated personas in court.

As detailed in this NPR report on the AI impact statement case, the defense has already filed an appeal questioning the video's influence on the 10.5-year sentence.

Meanwhile, broader coverage by the Associated Press highlights increasing debates about the admissibility and fairness of digital avatars and evidence, noting Arizona's leading - if controversial - role in setting legal precedents for AI in the justice system (AP coverage on AI avatars in courtrooms).

Critics, including KJZZ commentators and legal ethicists, urge clear standards to prevent misuse, citing concerns that emotionally potent deepfakes could sway outcomes disproportionately (KJZZ discussion on AI testimony's role in Arizona courts).

As the debate intensifies, Arizona's courtroom experiment signals both the promise and risks of AI's expanding role in criminal justice nationwide.

Aurora Innovation to Expand Driverless Trucking Operations to Phoenix Area

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Aurora Innovation, a leader in autonomous vehicle technology, is set to expand its commercial driverless trucking operations to the Phoenix area by the end of 2025, marking a pivotal advance in Arizona's burgeoning AI and logistics landscape.

Following its landmark deployment of fully autonomous Class 8 trucks on Texas highways - where Aurora's system has already driven over 1,200 miles without a human behind the wheel and completed more than 10,000 customer deliveries - the company will soon connect Phoenix with a network of high-volume freight corridors.

The Aurora Driver's SAE Level 4 system, designed to address challenges in the trillion-dollar U.S. trucking industry, offers solutions for an aging workforce, high turnover, and rising operational costs, while boasting a rigorous safety case and advanced sensor suite capable of detecting hazards hundreds of meters away.

Expansion plans include introducing night driving and operation in adverse weather, with the company projecting a significant scale-up to “tens of trucks” operating daily by year's end.

As CEO Chris Urmson observed,

“We founded Aurora to deliver the benefits of self-driving technology safely, quickly, and broadly. Now, we are the first company to successfully and safely operate a commercial driverless trucking service on public roads. Riding in the back seat for our inaugural trip was an honor of a lifetime - the Aurora Driver performed perfectly and it's a moment I'll never forget.”

Industry partners such as Uber Freight and Hirschbach Motor Lines, and recent multi-million dollar funding rounds, underline Aurora's commitment to transforming freight logistics in the Southwest.

For a comprehensive look at Aurora's recent milestones and its route to Phoenix, read the official Aurora Innovation press release on driverless trucking in Texas, explore the TechCrunch article covering new capabilities and route expansion, and see the New York Times feature on Aurora Innovation's disruptive role in the trucking sector.

AI in Arizona Classrooms Stirs Debate After Teacher Resignation

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Debate over the role of artificial intelligence in Arizona classrooms intensified this month after English teacher Hannah Maria's viral resignation, citing technology as the driving force behind declining student literacy and motivation.

With students using AI tools such as ChatGPT for assignments and relying on read-aloud features instead of reading themselves, Hannah warned,

“A lot of kids don't know how to read. They've had things read to them their whole lives... We're raising a generation that's more comfortable asking AI for help than thinking for themselves.”

Her concerns echoed across national media, spurring a call for restrictions on technology until college and highlighting research showing early adolescent reading proficiency at its lowest in 32 years, with one-third of U.S. students failing to meet basic standards.

In response, Arizona's new law, HB2484, now requires schools to limit access to cellphones and social media during the school day, aiming to refocus students on learning; as Representative Beverly Pingerelli emphasized, the law is designed to “restore classroom discipline and academic focus”.

Meanwhile, Arizona's Unbound Academy will pilot an AI-centric model for grades 4–8, using two-hour adaptive AI lessons and life skills workshops, but this bold step faces pushback from those skeptical that AI can replicate the nuance of human guidance (read more on Unbound Academy's AI-driven approach).

As these developments unfold, educators and parents are left to balance the promise of personalized learning with the risks of over-dependence on technology - a tension illuminated by Hannah's story and the legislative actions in Arizona (see key voices and stats in the New York Post report).

Apple Develops AI-Powered Search, Challenging Google on iPhones

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Apple's move to develop AI-powered search for its Safari browser is poised to disrupt the long-standing dominance of Google on iPhones, as the company actively explores partnerships with emerging AI providers like OpenAI, Perplexity, and Anthropic, signaling a major shift in the mobile search landscape.

This strategic pivot follows high-profile testimony from Apple's senior executive Eddy Cue, who revealed that Safari searches dipped for the first time in April, attributing the decline to the surge in AI tool adoption by consumers.

Apple is considering a significant overhaul of its billions-per-year agreement with Google - which has historically paid Apple up to $20 billion annually to remain the default iPhone search provider - as federal antitrust scrutiny intensifies and threatens to ban such default arrangements.

The legal and market context is volatile, with Alphabet and Apple shares both experiencing declines after news broke of Apple's AI ambitions and the potential end of this lucrative partnership as Apple eyes replacing Google with AI search.

However, experts note that Apple faces substantial hurdles in building a competitive AI foundation: unlike Google, which has developed end-to-end AI infrastructure over decades with massive investment in proprietary chips, data centers, and advanced models like Gemini, Apple is just beginning to build the necessary technology, sometimes relying on rivals' platforms and considering major acquisitions to close the gap.

As summarized by Business Insider, Google's decades-long head start in AI gives it a formidable edge, raising questions about how soon Apple's AI search ambitions can match Google's ecosystem.

This drama plays out against the backdrop of a landmark federal case that could force Google to stop default deals, sell its Chrome browser, or share search data, further accelerating competition in the search and AI sector as regulators and courts weigh remedies.

The coming months may bring transformative change to how iPhone users search, and to the business models of Apple, Google, and a new generation of AI innovators.

Waymo Scales Up Arizona Robotaxi Production for Statewide Rollout

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Waymo is dramatically expanding its autonomous ride-hailing capabilities with the opening of its 239,000-square-foot factory in Mesa, Arizona - a facility developed in partnership with Magna International to support the statewide and national rollout of robotaxi services.

This integration plant has already enabled Waymo's commercial fleet of over 1,500 vehicles to deliver approximately 250,000 paid, driverless rides each week across Phoenix, San Francisco, Los Angeles, and Austin, with major expansions coming to Atlanta, Miami, and Washington, D.C. by 2026.

The plant is set to build more than 2,000 additional Jaguar I-PACE robotaxis and, starting later this year, will begin integrating Waymo's sixth-generation autonomous tech onto Zeekr RT vans and other platforms.

Vehicles can leave the Mesa factory and be passenger-ready in under 30 minutes, showcasing manufacturing efficiencies designed to “enable the cost efficiency, flexibility, and capacity to scale our fleet to new heights,” according to Waymo's VP of Operations.

As the table below demonstrates, tens of thousands of autonomous vehicles per year could soon be produced, creating a robust foundation for Waymo's growth and tech job creation in the region.

Aspect Details
Factory Location Mesa, Arizona
Current Fleet Size 1,500+ Jaguar I-PACE vehicles
Production Target 2,000 new vehicles (Jaguar I-PACE) by 2026
Annual Capacity (future) Tens of thousands of vehicles
Weekly Paid Rides 250,000+
Expansion Cities Atlanta, Miami, Washington, D.C.

Arizona Governor Katie Hobbs highlights the local benefits, saying,

“The new Waymo and Magna manufacturing facility in Mesa...the local jobs it's creating will help Arizona's tech economy continue to rise on the world stage.”

For further insights, explore the overview of Waymo's production ramp-up in Mesa, a detailed look inside the Waymo factory building a robotaxi future, and Waymo's official announcement on scaling their fleet through U.S. manufacturing.

Conclusion: Surprise, AZ at the Center of America's AI Future

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Surprise, AZ and the greater Phoenix region have become unmistakable leaders at the heart of America's AI future, powered by record-breaking semiconductor investments, a dynamic startup climate, and a coordinated education-to-career pipeline.

Arizona's semiconductor sector has drawn over $102 billion since 2020, with TSMC's multi-phase, $65+ billion Phoenix “mega fab” anchoring a new era of U.S. chipmaking, alongside major expansions by Intel and Amkor.

These projects - supported by more than $33 billion in CHIPS Act federal grants - position the region as a critical global supply chain hub; as TSMC Chairman Dr. C.C. Wei declared,

“Around 30% of our 2-nanometer and more advanced capacity will be located in Arizona, creating an independent leading semiconductor manufacturing cluster in the U.S.”

Arizona's momentum is matched in the tech workforce, as the Phoenix area recently exceeded 108,000 tech jobs and boasts a 17% five-year growth rate - outpacing most national markets, fueled by robust university programs and innovative bootcamps such as Nucamp's Solo AI Tech Entrepreneur Bootcamp.

The region's AI-driven innovation ecosystem is further energized by an expanding startup scene: VC investment in Arizona startups skyrocketed 330% since 2010, thanks to initiatives by the Arizona Commerce Authority and the Arizona Venture Alliance, aiming to support 10 unicorns and catalyze $1 billion in private funding.

As Arizona Technology Council's 2025 outlook affirms, coordinated public policy, state-backed AI governance, and forward-thinking STEM initiatives - like apprenticeships and tech events - are equipping Arizonans for high-tech careers and creating a sustainable environment for long-term growth.

With national attention and sustained energy from local stakeholders, Arizona is redefining the future of tech in America, placing Surprise, Phoenix, and their neighbors at the epicenter of AI, entrepreneurship, and semiconductor excellence for years to come.

Frequently Asked Questions

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What are the major tech developments in Surprise, AZ and the Greater Phoenix area in May 2025?

Tech developments in Surprise, AZ and Greater Phoenix include an 8% surge in new business formations, $1.2 billion in tech investments for 2024, the launch of major smart city and AI projects (such as through the CONNECTED 2025 event), rapid expansion by semiconductor leaders like TSMC, Nvidia's U.S. manufacturing of Blackwell AI chips, and multiple state-backed business and technology grant programs. The area is also setting legal and educational precedents in AI, such as the use of AI-generated evidence in courtrooms and debates over AI in K-12 classrooms.

How is TSMC impacting the Phoenix and Surprise, AZ regions?

TSMC's $65 billion Arizona campus (supported by $11B in U.S. CHIPS Act incentives) is the largest foreign direct investment in state history, with three large fabs, two advanced packaging facilities, and an R&D center underway. It is expected to create 6,000 high-tech jobs, over 20,000 construction jobs, and produce about $200 billion in regional economic output over 10 years, fueling massive growth in housing, office, and supply chain activity within a 10–15 mile radius, and positioning the region as a key global semiconductor and AI hub.

What is the status of AI and autonomous vehicle initiatives in Arizona?

Arizona is advancing rapidly in AI-driven sectors. Nvidia has begun U.S. manufacturing of Blackwell AI chips in Phoenix, and Aurora Innovation is expanding its commercial driverless trucking operations into the Phoenix area by late 2025. Waymo has opened a major robotaxi manufacturing facility in Mesa, expected to scale production to tens of thousands of vehicles annually. Tech startups and smart city projects are also thriving, making Arizona a destination for AI entrepreneurs and innovators.

What are the key challenges and risks facing Arizona's tech boom?

Key challenges include bridging the early-stage funding gap for startups, uncertainties around trade policy and potential U.S. tariffs (which could impact semiconductor growth and TSMC's operations), and navigating regulatory scrutiny of Big Tech's AI partnerships for possible antitrust violations. Additionally, rising fabrication costs and global supply chain volatility pose risks, alongside ongoing debates over tech's role in education and legal standards for AI-generated evidence.

How is AI technology influencing education and law in Arizona as of May 2025?

AI's role in Arizona education came under national scrutiny after a high-profile teacher resignation citing over-reliance on AI tools and declining student literacy. This led to legislative action (HB2484) restricting classroom digital device use and the launch of AI-integrated pilot programs in select schools. Legally, Arizona made headlines as a Maricopa County court case featured an AI-generated victim impact statement, believed to be a U.S. first, sparking debate about the emotional and ethical implications of AI evidence in courtrooms.

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Ludo Fourrage

Founder and CEO

Ludovic (Ludo) Fourrage is an education industry veteran, named in 2017 as a Learning Technology Leader by Training Magazine. Before founding Nucamp, Ludo spent 18 years at Microsoft where he led innovation in the learning space. As the Senior Director of Digital Learning at this same company, Ludo led the development of the first of its kind 'YouTube for the Enterprise'. More recently, he delivered one of the most successful Corporate MOOC programs in partnership with top business schools and consulting organizations, i.e. INSEAD, Wharton, London Business School, and Accenture, to name a few. ​With the belief that the right education for everyone is an achievable goal, Ludo leads the nucamp team in the quest to make quality education accessible