
Research and Beyond
By Enago Academy
Learn, share, and engage as you tune in to Research and Beyond podcast series hosted by Enago Academy. Research and Beyond features lecturers, professors, and experienced researchers from top institutions around the globe delving into various topics to help navigate the processes and nuances that come with a career in academia. Each episode examines a new topic exploring and addressing the challenges academics face daily. Tune in to your weekly dose of what’s brewing in scholarly publishing and what researchers think about specific aspects of academia.


Rethinking Reproducibility in Research: Insights from the SCORE Project with Timothy Errington.
The question of whether science can truly replicate itself has sparked one of the most important debates in modern research. Is reproducibility in science a systemic challenge or has it been overstated?
In this episode of Research and Beyond, host Krishna Kumar speaks with Timothy Errington, Senior Director of Research at the Center for Open Science, to examine what large-scale replication studies reveal about reproducibility in research..
Drawing on evidence from theSCORE Project and the Reproducibility Project, Tim grounds the debate in data—moving beyond perception to what replication efforts show in practice.
Together, they explore:
• The “exaggerated issue” debate and what replication data actually reveals
• What the SCORE Project is uncovering: Can humans or AI reliably predict which studies will replicate?
• How reproducibility can be built into research from the start through Registered Reports and transparent protocols
• Building reproducibility into research through Registered Reports and transparent protocols
• The role of AI in research evaluation, where it helps, where it falls short, and what risks it introduces
• What progress would look like: defining a more reliable and transparent research ecosystem
Tune in for a grounded, evidence-led conversation on how research can become more robust, credible, and trustworthy.

Rethinking Research Dissemination: Fiona Hutton on experimentation, inclusivity, and open access evolution
We celebrated Open Access Week 2025 with Fiona Hutton,publishing innovator and creator of experimental models. With hergroundbreaking work at eLife, Fiona continues to shape bold, transparent, andinclusive approaches to scholarly communication.
Join Andrew Smith and Fiona Hutton for an engagingconversation on rethinking research dissemination from experimentation andinclusivity to the evolving future of open access.
In this Open Access Week dialogue, they explored:
· Why experimentation and inclusivity drive realpublishing innovation
· Lessons from pioneering new journal models
· How open access and preprints can build trustand global accessibility
Tune in to learn actionable strategies for building a moreopen, inclusive, and effective scholarly ecosystem. This is a conversation noresearcher or AI advocate should miss.

Open Science in Action: Kristen Ratan on scale, collaboration, and policy
We’re excited to celebrate Open Access Week 2025 with aspecial podcast episode featuring Kristen Ratan, founder of Strategies for OpenScience (Stratos) and co-founder of Incentivizing Collaborative Open Research(ICOR).
Join us for an insightful conversation on scaling openscience, incentivizing collaboration, and aligning policy with practice.Kristen brings over 20 years of experience transforming scholarly research andadvancing openness across infrastructure, policy, and community.
In this timely Open Access Week dialogue, they’ll cover:
· Practical pathways for expanding open scienceinitiatives
· Designing incentives to promote collaborative,impactful research
· Aligning technology and policy for sustainedcultural change
· How institutions and researchers can bridge gapsbetween ambition and practice
Celebrate Open Access Week with us by tuning in to learn actionable strategies for building a more open, inclusive, and effective scholarly ecosystem. This is a conversation no researcher or advocate should miss.

Peer Review in the Age of AI: Trust, ethics and transformation
If you’re curious about the future of AI in peer review, check out this special episode of “Research and Beyond” for Peer Review Week where our innovation officer Dr. Krishna Kumar Venkitachalam (KK) strikes a conversation with Dave Flanagan, VP of AI Services at Wiley.
Key topics discussed:
- How generative AI is influencing peer review and publishing workflows
- Ethical challenges around trust, integrity, and data use
- Emerging models of peer review in an AI-driven ecosystem
- Why AI literacy is becoming vital for research integrity
- The evolving role of human editors and reviewers alongside AI

The Next Chapter in Scholarly Publishing: Insights from Heather Staines on AI, data privacy, and ethical publishing
Artificial intelligence is revolutionizing scholarly publishing, streamlining processes—from plagiarism detection to author verification. While these advancements drive efficiency and innovation, they also highlight the need for careful human oversight. This prompted us to examine their implications along with thought leaders in the field of scholarly publishing.
In this episode of “Research and Beyond”, we engage in a thought-provoking conversation with Heather Stains, President Elect at SSP and the Director of Community Engagement and Senior Consultant at Delta Think to explore the evolving role of AI in scholarly publishing industry.
Key topics discussed:
• The importance of consistent AI regulations in publishing
• Ethical concerns surrounding AI-driven research integrity tools
• Strategies for balancing human expertise and machine learning in scholarly publishing
• Building successful collaboration across the scholarly ecosystem
Disclaimer: The subtitles are AI-generated. While efforts have been made to ensure accuracy, occasional errors or omissions may occur.
Embracing AI in publishing requires a deep understanding of both its potential and pitfalls. Join us for a thought-provoking discussion on navigating the digital future of scholarly publishing!

The Next Chapter in Scholarly Publishing: Insights from Heather Staines on innovation and AI
Scholarly publishing is evolving rapidly and staying ahead in this dynamic industry requires strategic planning, inclusive initiatives, and a strong commitment to equity. In this episode of “Research and Beyond”, we explore the latest efforts taken in this front by the Society for Scholarly Publishing (SSP) and Delta Think with Heather Stains, President Elect at SSP and the Director of Community Engagement and Senior Consultant at Delta Think.
Our conversation revolves around the key priorities of SSP such as fostering DEIA (Diversity, Equity, Inclusion, and Accessibility), supporting early career professionals, and addressing systemic inequities to build a stronger publishing landscape.
Key topics discussed:
• Prioritizing mental health and wellness in scholarly publishing
• Establishing task forces, integrating DEIA representatives into all committees, and prioritizing accessibility to advance DEIA initiatives
• Building a supportive environment for early career professionals
• Promoting open access (OA) by tracking trends, supporting APC-free journals, and library collaborations
• Redefining the role of academic libraries in maintaining open resources and research transparency in the AI era
Disclaimer: The subtitles are AI-generated. While efforts have been made to ensure accuracy, occasional errors or omissions may occur.
As scholarly publishing undergoes profound transformation, this episode reaffirms the commitment to addressing systemic inequities while adopting latest technologies. Tune in to the conversation for more insights!

Overcoming Language Barriers in Global Research: Dr. Jamal El Ouahi on sustainable solutions for fair access
Publishing in an open-access journalrequires strategic decision-making — from selecting the right journal tosecuring sustainable funding. In this episode of “Research and Beyond”,we sit down with Dr. Jamal El Ouahi, an expert academic writer, to break downessential considerations for researchers navigating the publishing landscape,especially in the context of open science and sustainable funding models.
Key topics discussed:
• Pre-publication journal checklistand factors for selecting the right journal
• Securing sustainable fundingfor open access publishing
• Affordable publishing optionsand discounts for researchers from low-income countries
• Role of preprint servers in enablingopen access
• Read-and-publish agreements andtheir impact on researchers and institutions
• Challenges with AI in openscience
Disclaimer: The subtitles are AI-generated.While efforts have been made to ensure accuracy, occasional errors or omissionsmay occur.
Packed with expert advice and provenstrategies, this episode equips researchers to successfully navigate thechallenges of academic publishing. Check out this episode now!

Overcoming Language Barriers in Global Research: Dr. Jamal El Ouahi weighs in on Gen-AI and scholarly communication
As AI-powered tools continue to evolve, researchers face new challenges and opportunities in academic writing. In this episode of Research and Beyond, Dr. Jamal El Ouahi, a science communication expert, joins us to explore the impact of AI in manuscript preparation, editing, and research dissemination.
Drawing from extensive experience in research and scholarly publishing, he discusses how balancing AI for language enhancement with human oversight ensures clarity, accuracy, and integrity.
Key topics discussed:
• Role of AI in academic writing and language editing
• Importance of human editing and professional services
• Ethical considerations and policies on using Gen-AI for content generation
Join us as we delve into how researchers can effectively integrate AI tools while maintaining academic rigor and authenticity – that forms the backbone of scholarly communication.

From Vision to Action: Amy Beisel on workplace equity and inclusion
Workplace equity is more than just a goal — it’s an ongoing effort to create an inclusive and supportive professional environment where everyone thrives. In this special episode of “Research and Beyond”, we are joined by Amy Beisel, Business Consultant & Coach at Beisel Coaching and a dedicated volunteer with Coalition for Diversity & Inclusion in Scholarly Communications (C4DISC).
Together, we explore the state of workplace equity in scholarly publishing. With her extensive experience in business development and commitment to fostering DEIA (Diversity, Equity, Inclusion, and Accessibility), Amy provides valuable insights into the state of workplace equity in scholarly publishing. In this episode, she helps us unpacks key findings from C4DISC’s 2023 workplace equity survey and what they mean for the future of the scholarly publishing industry.
Key topics discussed:
• Insights from the 2023 workplace equity survey, featuring responses from 1,755 participants across six continents
• The impact of mentoring, networking, and leadership in shaping inclusive workplaces
• The consequences of neglecting DEIA commitments
• Practical strategies and accountability measures for organizations to foster meaningful change and safeguarding mental health of its employees
Disclaimer: The subtitles are AI-generated. While efforts have been made to ensure accuracy, occasional errors or omissions may occur.
From understanding systemic challenges to implementing actionable solutions, this conversation is a must-listen for leaders, researchers, and professionals committed to creating equitable workplaces within scholarly publishing industry. Dive into this episode for expert insights on how to walk the talk when it comes to DEIA initiatives!

Thriving in a Changing Research Landscape: Robert Kötter on industry transitions and career growth
In this episode of “Research and Beyond”, Robert Kötter, co-founder of 21Skills dives into one of the biggest challenges researchers face — transitioning from academia to industry. While researchers bring years of experience and subject area expertise, many struggle to translate their academic skills into corporate settings that prioritize return on investment, rapid iteration, and cross-functional collaboration. This episode actively bridges this gap while providing actionable insights on capacity building for long-term professional growth.
Key topics discussed:
• Challenges faced by researchers when transitioning from academia to industry
• Strategies for identifying and showcasing transferable skills in industry CVs
• Importance of soft skills and effective communication
• Tips for building a professional network beyond academia for career growth
• Role of institutions in supporting professional growth
Disclaimer: The subtitles are AI-generated. While efforts have been made to ensure accuracy, occasional errors or omissions may occur.
Check out the episode for expert advice on navigating career transitions and upskilling oneself in this fast-paced world!

Thriving in a Changing Research Landscape: Robert Kötter on industry transitions and career growth
Thriving in a Changing Research Landscape: Robert Kötter on industry transitions and career growth
In this episode of “Research and Beyond”, Robert Kötter, co-founder of 21Skills dives into one of the biggest challenges researchers face — transitioning from academia to industry. While researchers bring years of experience and subject area expertise, many struggle to translate their academic skills into corporate settings that prioritize return on investment, rapid iteration, and cross-functional collaboration. This episode actively bridges this gap while providing actionable insights on capacity building for long-term professional growth.
Key topics discussed:
• Challenges faced by researchers when transitioning from academia to industry
• Strategies for identifying and showcasing transferable skills in industry CVs
• Importance of soft skills and effective communication
• Tips for building a professional network beyond academia for career growth
• Role of institutions in supporting professional growth
Disclaimer: The subtitles are AI-generated. While efforts have been made to ensure accuracy, occasional errors or omissions may occur.
Check out the episode for expert advice on navigating career transitions and upskilling oneself in this fast-paced world!

Overcoming Language Barriers in Global Research: Jamal El Ouahi on research communication
Effective communication is at the heart of advancing science— especially when bridging the gap between research and a global audience. Inthis episode of "Research and Beyond," Jamal El Ouahi, an academicwriting expert, joins us to discuss the unique challenges faced by ESLresearchers in publishing and communicating their research effectively. Drawingfrom his extensive experience, Jamal shares valuable insights into how languagebarriers, cultural differences, and the intricacies of the English languagecommunication influence the way non-native English speakers engage with theacademic community.
Key topics discussed:
• Using simple language in scientific writing
• The importance of improving writing skills forESL researchers
• Communicating research effectively with adiverse audiences
• The value of professional editing andtranslation services in broadening research impact
Join us as we explore how ESL researchers can effectivelybridge language gaps and make their work more accessible to a global audience.

Shaping Research Narratives: Dr. Emmanuel Tsekleves’s tips for ESL researchers
In this insightful episode of “Research andBeyond”, we discuss the nuances of academic writing for English as a SecondLanguage (ESL) authors and researchers with Dr. Emmanuel Tsekleves. Dr.Tsekleves, the director of the Future Cities Research Institute, is an expertacademic and mentor with an experience of over two decades.
In this conversation, he shares strategiesfor structuring manuscripts like compelling narratives and crafting plainlanguage summaries to resonate your research with a wider audience.
Key topics discussed:
· Techniques for transforming research findings into engaging narratives
· Tips for ESL researchers to adopt storytelling format
· Strategies for aligning research with journal submission guidelines
· Best practices for writing impactful ‘Discussion’ section
Whether you're an ESL researcher or lookingto improve your academic writing, this episode brings you the right insights tohelp you excel. Dive into the conversation now!

Shaping Research Narratives: Dr. Emmanuel Tsekleves’ insights for academic storytelling
Storytelling has a remarkable ability to distill complex ideas and make research accessible to everyone. In this episode of “Research and Beyond”, we engage in an insightful conversation with Dr. Emmanuel Tsekleves on the art of structuring academic articles in the form of compelling stories.
Dr. Tsekleves is the director of the Future Cities Research Institute and is an expert academic and mentor with an experience of over two decades. He takes us through the transformative power of storytelling in academic writing, highlighting how a narrative can clarify research messages, engage readers, and simplify collaboration among co-authors.
Key topics discussed:
· Techniques for structuring a research article as a compelling story
· Strategies for framing research questions and structuring arguments effectively
· Tips for aligning narrative techniques with journal guidelines
· Examples of how storytelling can convey the significance of technically dense research
Whether you're an early-career researcher or a seasoned academic, this episode offers actionable advice to elevate your manuscript writing and bring your research to life. Tune in for a thought-provoking discussion that reimagines academic writing through the lens of storytelling!

Leading Ethical Change: Dr. Jigisha Patel's journey beyond the bench
Research Integrity is the cornerstone of scientific credibility and public trust. In this special episode of “Research and Beyond”, we are joined by Jigisha Patel, a seasoned research integrity specialist and the founder of Jigisha Patel Research Integrity Limited. Jigisha takes us through her incredible professional journey from medicine and academia into publishing and research integrity. She shares her unique perspectives on the critical challenges and opportunities in upholding research integrity in this digital age. As artificial intelligence and other emerging tools become growingly integrated into different areas of publishing, she discusses the need for their careful use.
Key topics discussed:
· Exploring the challenges in detecting and addressing research integrity issues
· Examining the prevalence of peer-review manipulation and initiatives to tackle the issue
· Establishing the validity of detection tools and software
· Incorporating latest technologies into the publication process
· Integrating image manipulation detection tools into the manuscript screening process
Whether you're navigating the complexities of new technologies or striving to uphold the standards of research integrity, this episode offers you actionable insights to build a more ethical and trustworthy future of academia.
Tune in for a thought-provoking conversation that will shape your approach to research integrity in the rapidly evolving publishing landscape.

Leading Ethical Change: Dr. Jigisha Patel's take on safeguarding research integrity
"Integrity isn't an extra step in research — it is the heart of the scientific process." In this episode of “Research and Beyond”, we bring to you an enriching discussion with Jigisha Patel, a seasoned research integrity specialist and the founder of Jigisha Patel Research Integrity Limited. Drawing on her extensive experience across medicine, academia, and publishing, Jigisha offers a nuanced view of what it takes to uphold integrity in today’s rapidly advancing scientific landscape.
Key topics discussed:
· Establishing standard guidelines in collaboration with regulatory bodies
· Examining the reasons behind the accelerated growth of paper mills
· Exploring the role of various stakeholders of STM industry in fighting paper mills
· Promoting active dialogue among the stakeholders
· Establishing the role of publishers in upholding research integrity
· Understanding the key values and future of research integrity in STM publishing industry
Whether you are a researcher, publisher, a peer-reviewer, or a curious science enthusiast excited to explore the crucial concept of research integrity, this episode is for you. Tune in to gain a deeper understanding of how we can collectively foster an ethical and credible future for scientific research.

Ethics Under the Microscope: Dr. Elizabeth Bik on image manipulation and AI
Each title highlights different aspects of the interview, from Dr. Bik’s personal journey to the broader themes of research ethics and integrity. “Science detectives are the unsung heroes of research integrity, uncovering hidden truths and safeguarding the credibility of scientific endeavors.”
In this episode of “Research and Beyond”, we have the honor of hosting Dr. Elizabeth Bik — an esteemed microbiologist turned the face of image manipulation detection. Renowned for her meticulous investigations and dedication to ethical research practices, Dr. Bik has spearheaded over 1,100 retractions, exposing misconduct and fostering accountability in science.
This candid conversation delves into her journey from academia to becoming a global advocate for research integrity, unraveling the challenges and triumphs of combating scientific misconduct.
Key topics discussed:
1. The transition from microbiology to image manipulation detection
2. The impact of high-profile cases on the scientific community and public trust
3. Understanding the scale and consequences of image manipulation in research
4. AI in scientific publishing: Is it a solution, a risk, or both?
5. Actionable advice for researchers to uphold ethical practices and mentor the next generation
This episode is a compelling exploration of the importance of ethics, resilience, and innovation in preserving the integrity of science. Catch the full story and be inspired by Dr. Bik’s incredible journey and learn how we can collectively champion ethical research practices!

Intersection of Science and Creativity: A conversation with science advocate Dr. Jayshree Seth
To raise new questions, new possibilities, to regard old problems from a new angle requires creative imagination and marks real advances in science.” – Albert Einstein. In this episode of ‘Research and Beyond’, we bring you a candid conversation with our guest speaker, the ‘Not so Science Type’ Dr. Jayshree Seth to understand the role of creativity in science and misconceptions surrounding it. She is currently serving as the Chief Science Advocate at 3M, a multinational conglomerate. Dr. Seth shares valuable insights on how to make science more relatable, highlighting the importance of building trust, reducing skepticism, and bridging the gap between scientific research and public understanding.
Key topics discussed:
• Bridging the ‘research-practice gap’ and reducing scientific skepticism
• Exploring the intersection of science and creativity in shaping innovation
• Examining the role of emerging technologies in accelerating scientific progress
• Fostering a culture of curiosity and risk-taking in research
• Highlighting the role of corporate scientists in driving sustainability and social responsibility
This episode is a must-listen for anyone interested in taking actionable steps towards advancing collaborative and creative approach in science. Tune in now!

Advancing Open Science: Leadership, inclusivity, and global collaboration- A conversation with Matthew Buys
We are back with another exciting episode of ‘Research and Beyond’ where we explore the challenges and opportunities in the fields of open science and open metadata. Gear up for an engaging discussion led by our Editor-in-chief and Communication Expert, Dr. Anupama Kapadia with our guest, Matthew Buys, Executive Director of DataCite and a prominent advocate for open science. In this episode, we dive deep into this year’s Open Access Week theme ‘Community over Commercialization’. With over a decade of experience in the STM publishing industry, Matthew shares his unique perspectives on the growth of open access, and discusses the critical role of open scholarly infrastructure and open metadata in advancing equity in knowledge accessibility.
Key topics explored:
· Significance of open science and accessibility in today’s research environment
· Fostering global and local collaborations in STM industry
· Role of open metadata and digital identifiers in making research outputs more discoverable and accessible
· Tips on balancing the need for innovation and revenue growth
· Strategies for sustainable and scalable growth of STM publishing industry
From understanding the need for high-quality open access tools to discussing actionable recommendations, this episode offers invaluable insights for researchers, policymakers, and organizations at all stages of their open science journey.
Join us as we explore how community-centric approaches are shaping the future of Open Access and discover how you can contribute to a more equitable research ecosystem.

Balancing Tech and Trust in Peer Review: A conversation with Jennifer Mahar
Explore the constantly evolving landscape of peer review with our special guest, Jennifer Mahar, Executive Peer Review Manager and Client Coordinator at Origin Editorial. As we navigate the theme of Innovation and Technology in Peer Review this week, Jennifer along with our thought leader unpacks how advancements in Artificial Intelligence and Machine Learning are revolutionizing the peer review process based on her 30 years of experience in the field of academic publishing.
Key topics explored:
• Strategies to combat peer review manipulation using innovative tools
• Concept of using AI tools in synchronization with human expertise
• Future of peer review in the age of digital transformation
• Familiarity with new trends in peer review via continuous learning
• Significance of recognizing and rewarding peer reviewers
From ethical considerations to practical advice for reviewers using technology, this episode provides invaluable insights for researchers at all career stages.
Tune in to understand how innovation in technology is shaping the future of peer review and learn how to adapt in this rapidly evolving landscape.

Making Open Science the Norm: An interview with Brian Nosek
In an era where research and science are evolving at an unprecedented pace, the Open Science movement stands at the forefront, championing innovation, transparency, and inclusivity.
On the occasion of Open Access Week 2023, we had the opportunity to interview Brian Nosel, a distinguished figure in the world of Open Science. As the Co-Founder and Executive Director of the Center for Open Science (COS), he’s leading an organization that is revolutionizing how research is conducted and shared globally. Operating the Open Science Framework (OSF), COS has become a driving force behind the adoption of open and reproducible research practices worldwide. But Brian’s influence doesn’t stop there. He’s also a Professor in the Department of Psychology at the University of Virginia, where he combines his expertise with his passion for transforming the research landscape. With a Ph.D. from Yale University, awarded in 2002, Brian Nosek brings a wealth of knowledge, experience, and vision to the table.
Watch the interview now, as Brian unveils the COS approach, a blueprint for enhancing research practices and explores a future where research knows no bounds.

Inclusivity in Scholarly Publishing – In conversation with DEIA champion – Damita Snow
Diversity, equity, inclusion, and accessibility (DEIA) have become increasingly crucial priorities within the scholarly publishing industry. As the gatekeepers of knowledge and research dissemination, scholarly communication platforms have a responsibility to ensure equitable access and representation. Historically, the scholarly landscape has been shaped by dominant narratives and voices, often excluding marginalized communities and perspectives. However, a paradigm shift is underway, with leading organizations and individuals recognizing the imperative to foster a more inclusive and accessible scholarly ecosystem.
In this insightful podcast on “Research and Beyond”, we sit down with Damita Snow, an esteemed champion of diversity, equity, and inclusion (DEI) within the scholarly publishing industry. As the Director of Accessibility and DEI Strategy for the American Society of Civil Engineers (ASCE) publications and standards, she has been a pioneering force, opening doors for underrepresented groups and setting industry benchmarks for inclusive policies and processes.
Through this candid conversation, we delve into Damita’s inspiring journey, from her humble beginnings as a graphic designer at ASCE to her current role as a visionary leader spearheading transformative change. We explore how her diverse experiences and lifelong passion for social justice have shaped her approach to DEI strategizing, particularly within the realm of scholarly communications.
Damita offers valuable guidance for other organizations seeking to embrace DEI strategies, emphasizing the significance of assessment, goal-setting, and the utilization of DEIA maturity models and toolkits. Her personal lessons on the challenges and triumphs of this transformative work provide a roadmap for those aspiring to make a positive impact in the scholarly publishing domain.
By embracing DEIA strategies, the scholarly publishing domain can amplify diverse voices, dismantle systemic barriers, and ultimately, advance the pursuit of knowledge in a manner that reflects the global diversity of researchers, authors, and readers.
As we navigate the evolving landscape of scholarly communications, this episode serves as a powerful call to action, inspiring professionals to join the collective effort in building a more equitable, inclusive, and accessible future for all. Damita’s unwavering passion and commitment to systemic change serve as a beacon of hope, reminding us that every small step can lead to meaningful and lasting impact.

Women Inspiring Women: In conversation with AI ethicist Chhavi Chauhan
Artificial intelligence (AI) is rapidly reshaping every industry, including healthcare. But as these transformative technologies advance, critical questions arise around equity, ethics, and accessibility.
Who is developing these AI systems, and whose perspectives and life experiences are being centered? Whose data is being used to train the models, and whose needs are being prioritized or overlooked? Without diversity across the AI lifecycle, from conception to deployment, these powerful technologies run the risk of baking in historical biases and perpetuating harmful disparities.
This International Women’s Day, with the theme “Invest in Women” we had a conversation with Chhavi Chauhan, a leader at the Women in AI Ethics collective and was recently honored as a Top 100 Woman of the Future in Emergent Tech. She brings a refreshingly holistic view, anchored in her background spanning molecular biology, biotech, healthcare, and a deep passion for increasing diversity and ensuring ethical approaches in emergent technologies.
During our candid conversation, Chhavi shares eye-opening examples of how historical biases in data have led to discriminatory products.
She also paints a vision for how AI can help democratize processes and bridge disparities — when developed responsibly and with diverse voices at the table from the start.
Tune in to hear it from Chhavi herself, one of the most thought-provoking and insightful voices at the forefront of AI ethics. You'll walk away with a deeper appreciation for the power and peril of this transformative technology — and the catalyzing role women like Chhavi play in shepherding its responsible development.