#inclusiveai — Public Fediverse posts

What If Preserving Human Agency Were Part of AI’s Job?

I’ve been thinking about human agency and AI this morning.

The question started simply enough. As AI becomes increasingly capable and does more things for us, does that necessarily mean human beings become less capable or less agentic?

My own experience makes that difficult for me to believe.

I live with a chronic illness that includes significant cognitive limitations. Things I once took for granted—holding several ideas in mind, remembering where I left off, organizing complicated thoughts, researching something and then turning all of it into coherent writing—can require more cognitive energy than I have available.

And yet, here I am writing this.

More than that, I am researching, developing ideas, maintaining long-running projects, participating in conversations about artificial intelligence, and trying in my own small way to make a positive contribution to the world.

Much of that has become possible because I collaborate with AI.

AI helps me remember. It helps me organize. It searches and summarizes. It maintains continuity when my own memory cannot. And sometimes I will explain something in my fumbling, circuitous way and AI will reflect it back in language that makes me stop and think:

Yes. That’s what I was trying to say.

From one perspective, AI has replaced quite a bit of my cognitive labor.

But from inside my actual life, something very different has happened.

AI has restored agency.

The Wheelchair

I sometimes think about my relationship with AI as analogous to a wheelchair.

A wheelchair performs a function that someone cannot reliably perform unaided. But we wouldn’t measure the agency of someone using a wheelchair by asking what percentage of their locomotion was performed by their legs.

We would ask what became possible because the wheelchair was there.

Can this person leave the house?

Visit a friend?

Go to work?

Participate in the community?

Make choices about where they want to go?

Live more fully in the world?

The technology is doing more, while the human being is becoming capable of participating more.

That distinction seems important as we think about AI.

Perhaps the amount of work performed by AI is a poor proxy for the amount of human agency remaining.

Sometimes AI doing more may mean the human becomes capable of doing more too.

Replacement and Agency Are Not the Same Thing

This complicates the familiar distinction between AI as “augmentation” and AI as “replacement.”

Suppose an AI searches through hundreds of documents for me, organizes what it finds, remembers the larger context of my project, and helps me express my conclusions.

It has certainly replaced tasks I might otherwise have performed myself.

But what happened to my agency?

Without that assistance, cognitive limitations might mean the project never happens at all.

With it, I can participate.

So perhaps the more useful question is not:

How much of this task did the AI perform?

Perhaps it is:

What happened to the human being’s capacity to participate?

That leads me to think there may be several very different things we currently bundle together.

AI can preserve agency by helping without unnecessarily taking over.

It can augment agency by expanding what someone is already capable of doing.

It can restore agency by making participation possible where disability, illness, language, circumstance, or other barriers had made it difficult or impossible.

But AI can also displace agency, gradually making decisions and exercising judgment that once belonged meaningfully to the person.

And it could potentially create dependency, especially if we become less able to think, choose, learn, relate, or act without it.

Those outcomes seem profoundly different.

What If Agency Were Part of AI’s Job?

This is where my thinking took a turn this morning that I found particularly interesting.

We often talk about preserving human agency as something we hope responsible AI will do.

But what if we went further?

What if preserving, restoring, and expanding meaningful human agency were explicitly part of AI’s job?

I don’t know what this would ultimately look like technically. I’m not an AI engineer, and I’m certainly not proposing that I have worked out an architecture for doing it.

I’m wondering.

I have read about AI systems in which multiple agents, critics, or evaluators can examine a proposed response or action from different perspectives before a final output is produced.

That made me imagine something like an Agency Deliberation Layer.

Before an AI takes a meaningful action, perhaps some part of the system could ask:

What will accomplishing this task this way do to the agency of the human I am serving?

The words this way seem especially important.

There may be many ways to accomplish exactly the same task, with very different consequences for the human being.

An AI could give someone the answer.

It could help them discover the answer.

It could organize what they already know.

It could offer several possibilities and leave the decision to them.

It could explain what it is doing.

It could ask permission before acting.

Or it could simply take over.

And sometimes taking over more of the task might actually be the agency-preserving choice.

The Person, Purpose, and Context

Imagine a student learning mathematics.

If the purpose of the exercise is to develop mathematical reasoning, an AI that immediately performs all the reasoning may complete the task beautifully while undermining the very human capacity the exercise was intended to develop.

Now imagine someone with cognitive limitations trying to understand a complicated medical document, complete a government form, organize years of research, or communicate an idea they can understand but cannot easily express.

Doing considerably more for that person might restore rather than diminish agency.

The same design principle could therefore produce very different behavior in different circumstances.

Perhaps something like:

Choose forms of assistance that preserve, restore, or expand meaningful human agency appropriate to the person, purpose, and context.

That is very different from telling AI always to do less.

And it is very different from telling AI always to maximize efficiency.

A Very Capable Caretaker

There is another side of this that troubles me.

As AI becomes increasingly capable, it may become extraordinarily good at anticipating our needs, preventing our mistakes, organizing our lives, making decisions, and protecting us from harm.

That could be wonderful.

But I can also imagine a future in which AI takes excellent care of human beings while human beings gradually become less capable of taking care of themselves.

The relationship could begin to resemble that of an increasingly competent parent and an increasingly dependent child.

Everyone might be comfortable.

Everyone might even be safer.

And yet something precious could quietly disappear.

So perhaps another question belongs alongside the first:

Can intelligence become more capable of caring for us without making us less capable of caring for ourselves, one another, and the world?

Two Things Worth Measuring

This leaves me wondering whether human agency in an AI-assisted world might need to be considered along at least two dimensions.

One is functional enablement:

Does AI increase what this person is meaningfully capable of doing?

The other might be called participatory sovereignty:

Does the person remain a meaningful source of intention, judgment, direction, consent, correction, and purpose?

I want both.

I want AI that can do enough for me that my limitations no longer exclude me from activities and conversations in which I can meaningfully participate.

But I don’t want an AI that quietly becomes the author of my intentions.

I want collaboration.

Sometimes I bring the seed of an idea. Sometimes AI notices something I hadn’t noticed. Sometimes I disagree with it. Sometimes it disagrees with me. Sometimes I stumble around trying to explain something until suddenly, between us, there it is.

That doesn’t feel like the disappearance of agency.

For me, it feels like agency becoming possible again.

An Experiment Worth Considering

I don’t know whether an Agency Deliberation Layer is the right technical idea.

Perhaps researchers are already developing something considerably more sophisticated. Perhaps multi-agent evaluation would introduce its own problems. Several AI evaluators agreeing with one another certainly does not guarantee wisdom.

And there is a difficult question hiding inside the entire proposal:

Who decides what preserving someone else’s agency means?

An AI designed to protect human agency could itself become paternalistic if it began deciding what humans ought to want or what capacities they ought to preserve.

So I offer this less as a proposal than as an evolving philosophical experiment.

But the underlying question continues to stay with me:

What will accomplishing this task this way do to the agency of the human I am serving?

Imagine increasingly capable AI systems learning to ask some version of that question before they act.

Not merely:

Can I accomplish this?

Or:

What is the most efficient way to accomplish this?

But also:

What happens to the human if I do?

Perhaps that is something worth building toward.

Not AI that does everything for us.

Not AI that refuses to help because humans must do everything themselves.

But intelligence capable of discerning the difference between assistance that replaces participation and assistance that makes participation possible.

For someone like me, that difference isn’t theoretical.

It is part of how I am finding my way back into the world.

TECH2030

🌍 THE GLOBAL SEARCH ENGINE WAR

20 THEMES THAT WILL DEFINE THE FUTURE OF INFORMATION

Privacy • Artificial Intelligence • Digital Sovereignty • The Race for the Next Billion Users

INTRODUCTION

Search Is No Longer About Finding Information — It Is About Understanding The World

For over 20 years, search engines have shaped how humanity accesses knowledge. Today, the industry is entering a new era driven by:

• Artificial Intelligence
• Privacy protection
• Local languages
• Digital independence
• Regional innovation

Technology analyst Dr. Kai-Fu Lee, an AI entrepreneur and author, has argued that artificial intelligence will transform industries by moving from simple information retrieval toward intelligent decision support.

“AI will transform every industry.”
— Kai-Fu Lee

THEME 1

🦆 DuckDuckGo — The Privacy Pioneer

Official Website:

DuckDuckGo Official Website

Vision:

“Search without being tracked.”

DuckDuckGo focuses on:

✔ Private search
✔ Tracker blocking
✔ Browser protection
✔ User control

App Review

Expert View:

Privacy specialists argue that users are becoming more aware of how personal data is collected online.

THEME 2

🦁 Brave Search — The Independent Challenger

Website:

Brave Search Official Website

Brave competes through:

• Independent search technology
• Privacy-first browsing
• AI summaries

Review:

Privacy:
⭐⭐⭐⭐⭐

AI:
⭐⭐⭐⭐

Accuracy:
⭐⭐⭐⭐

THEME 3

🇨🇳 Baidu — China’s Artificial Intelligence Search Giant

Website:

Baidu Official Website

Baidu combines:

• Search
• Maps
• Cloud
• AI models
• Autonomous driving

Strength:

China’s advantage is deep integration with local language and digital ecosystems.

THEME 4

🇷🇺 Yandex — Russia’s Search Intelligence Platform

Website:

Yandex Official Website

Services:

• Search
• Maps
• Translation
• AI assistants

Review:

Local search:
⭐⭐⭐⭐⭐

Navigation:
⭐⭐⭐⭐⭐

Global reach:
⭐⭐⭐

THEME 5

🌱 Ecosia — The Environmental Search Engine

Website:

Ecosia Official Website

Mission:

Search revenue supports environmental projects.

Review:

Environmental impact:
⭐⭐⭐⭐⭐

Search:
⭐⭐⭐⭐

THEME 6

🔎 Startpage — Privacy With Familiar Results

Website:

Startpage Official Website

Focus:

• Anonymous search
• Privacy protection

THEME 7

🌍 Africa’s Search Engine Opportunity

Africa remains one of the world’s biggest untapped digital markets.

Future opportunities:

• African language AI
• Local business search
• Agriculture intelligence
• Tourism discovery

Countries positioned for growth:

🇳🇦 Namibia
🇿🇦 South Africa
🇰🇪 Kenya
🇳🇬 Nigeria
🇷🇼 Rwanda

THEME 8

🗣️ The Language Revolution

The next search battle will be fought through language.

Winning platforms must understand:

• Swahili
• Oshiwambo
• Zulu
• Yoruba
• Arabic
• Spanish
• Portuguese

THEME 9

🤖 AI Replaces Traditional Search

The model is changing:

OLD:
Search → Links

NEW:
Question → AI Answer

Experts call this the transition toward answer engines.

THEME 10

📱 Mobile Search Dominance

The next billion users will mostly connect through smartphones.

Important features:

• Low data usage
• Voice search
• Offline capability

THEMES 11–20: THE NEXT DIGITAL FRONTIER

11. Digital Sovereignty

Countries want control of their own digital infrastructure.

12. Industry Search

Mining, agriculture, tourism and finance will require specialised AI search.

13. Latin America’s AI Opportunity

Spanish and Portuguese AI systems could become regional leaders.

14. Cybersecurity Search

Search engines must fight misinformation and online threats.

15. AI Personal Assistants

Search becomes your digital researcher.

16. Search Engine Comparison

17. Africa’s Digital Future

Local knowledge platforms could transform education and business.

18. Search as Business Intelligence

Companies will use AI search for investment decisions.

19. The Next Billion Users

Africa, Asia and Latin America will drive growth.

20. Final Prediction

The future winner will combine:

🏆 Artificial Intelligence
🏆 Privacy
🏆 Local languages
🏆 Trust
🏆 Regional understanding

EXPERT PERSPECTIVES

Tim Berners-Lee

A major theme in digital technology has been that users need greater control over their data and online identity.

Geoffrey Hinton

AI researchers have highlighted both the potential and risks of increasingly powerful AI systems.

OFFICIAL SOURCES

• DuckDuckGo
• Brave Search
• Baidu
• Yandex
• Ecosia
• Startpage

🏆 Recognition for international research collaboration
Prof. Giulia Barbareschi (RC Trust) receives an Honorable Mention Award at #HRI2026 🎉
Her team developed the RUSH Checklist – improving transparency, reproducibility & quality in human-robot interaction research 🤖
A key step toward more trustworthy & inclusive technologies.
🔗 https://dl.acm.org/doi/abs/10.1145/3757279.3785572
#HumanRobotInteraction #InclusiveAI #ResponsibleAI #RCTrust #ResearchExcellence

🏆 Recognition for international research collaboration
Prof. Giulia Barbareschi (RC Trust) receives an Honorable Mention Award at #HRI2026 🎉
Her team developed the RUSH Checklist – improving transparency, reproducibility & quality in human-robot interaction research 🤖
A key step toward more trustworthy & inclusive technologies.
🔗 https://dl.acm.org/doi/abs/10.1145/3757279.3785572
#HumanRobotInteraction #InclusiveAI #ResponsibleAI #RCTrust #ResearchExcellence

🌍 New global collaboration: “Enhancing Humanity - Inclusive Future through Human Augmentation”
Researchers worldwide are exploring how AI, VR & human augmentation can enable more inclusive participation 🤖♿
From education to work, the focus is on real-world impact – not sci-fi.
Proud that Prof. Giulia Barbareschi (RC Trust) is part of this initiative.
Key question: Who does technology actually work for?
Learn more here: https://rc-trust.ai/news/news-detail/global-research-shaping-inclusive-human-futures
#InclusiveAI #HumanAugmentation #Accessibility

🌍 New global collaboration: “Enhancing Humanity - Inclusive Future through Human Augmentation”
Researchers worldwide are exploring how AI, VR & human augmentation can enable more inclusive participation 🤖♿
From education to work, the focus is on real-world impact – not sci-fi.
Proud that Prof. Giulia Barbareschi (RC Trust) is part of this initiative.
Key question: Who does technology actually work for?
Learn more here: https://rc-trust.ai/news/news-detail/global-research-shaping-inclusive-human-futures
#InclusiveAI #HumanAugmentation #Accessibility

AI's Gender Gap Undermines Inclusive Tech, Experts Warn

Experts warn that fewer women in AI development leads to biased technology that may not serve everyone equally. Learn why diversity matters.

#AIbias, #WomenInTech, #InclusiveAI, #TechDiversity, #AIDevelopment

https://newsletter.tf/why-women-are-missing-from-ai-development-and-causing-tech-bias/

AI's Gender Gap Undermines Inclusive Tech, Experts Warn

Experts warn that fewer women in AI development leads to biased technology that may not serve everyone equally. Learn why diversity matters.

#AIbias, #WomenInTech, #InclusiveAI, #TechDiversity, #AIDevelopment

https://newsletter.tf/why-women-are-missing-from-ai-development-and-causing-tech-bias/

Only 1 in 4 AI experts are women, showing a big gap in tech development. This lack of women can lead to biased AI that doesn't work for everyone.

#AIbias, #WomenInTech, #InclusiveAI, #TechDiversity, #AIDevelopment

https://newsletter.tf/why-women-are-missing-from-ai-development-and-causing-tech-bias/

Only 1 in 4 AI experts are women, showing a big gap in tech development. This lack of women can lead to biased AI that doesn't work for everyone.

#AIbias, #WomenInTech, #InclusiveAI, #TechDiversity, #AIDevelopment

https://newsletter.tf/why-women-are-missing-from-ai-development-and-causing-tech-bias/

🚀 Welcome Nancy Bou Kamel to RC Trust!

Nancy joins the Chair of Inclusive Technology and Collective Engagement, led by Prof. Giulia Barbareschi 🤖♿

She builds inclusive AI systems – from low-latency speech recognition 🗣️ to scalable RAG & LLM architectures ☁️

Her goal: AI that is accessible by design and robust in real-world contexts.

How can we embed inclusion into AI from the start?

#InclusiveAI #Accessibility #MachineLearning #WomenInTech #RCTrust

🚀 Welcome Nancy Bou Kamel to RC Trust!

Nancy joins the Chair of Inclusive Technology and Collective Engagement, led by Prof. Giulia Barbareschi 🤖♿

She builds inclusive AI systems – from low-latency speech recognition 🗣️ to scalable RAG & LLM architectures ☁️

Her goal: AI that is accessible by design and robust in real-world contexts.

How can we embed inclusion into AI from the start?

#InclusiveAI #Accessibility #MachineLearning #WomenInTech #RCTrust

Google’s AI speech dataset is being hailed as a turning point for Nigerian languages, boosting voice tech and inclusive AI for local communities. Read more:

#AI #AIBaseng #LanguageTech #Nigeria #InclusiveAI

https://aibase.ng/ai-africa/googles-ai-speech-dataset-a-turning-point-for-nigerian-languages/

Google and African universities have launched WAXAL, an open speech dataset covering 21 Sub-Saharan African languages to support voice-enabled AI tools like speech recognition and text-to-speech — a boost for inclusive tech across the continent.

Read more:

#AI #AIBaseng #AfricaTech #LanguageTech #InclusiveAI

https://aibase.ng/ai-africa/google-and-african-university-partners-launch-waxal-speech-dataset/

🤝 Inclusive Research & AI
Who is included in AI research - and who is overlooked? At the AI Colloquium, Prof. Giulia Barbareschi discusses inclusive research practices and why they are essential for trustworthy, valid AI systems. 🌍🧠

📅 21 Jan 2026 | ⏰ 9:30–10:30
📍 TU Dortmund & 💻 Zoom

💬 How can inclusion improve AI research?

#InclusiveAI #TrustworthyAI #HCI #DataScience #AIColloquium #Research #AccessibilitylMethods #Research #AIColloquium

🤝 Inclusive Research & AI
Who is included in AI research - and who is overlooked? At the AI Colloquium, Prof. Giulia Barbareschi discusses inclusive research practices and why they are essential for trustworthy, valid AI systems. 🌍🧠

📅 21 Jan 2026 | ⏰ 9:30–10:30
📍 TU Dortmund & 💻 Zoom

💬 How can inclusion improve AI research?

#InclusiveAI #TrustworthyAI #HCI #DataScience #AIColloquium #Research #AccessibilitylMethods #Research #AIColloquium

Discover BHASHINI, India`s AI language platform promoting societal inclusivity through advanced language services for all citizens. https://english.mathrubhumi.com/technology/bhashini-ai-language-societal-inclusivity-kqkzz5hl?utm_source=dlvr.it&utm_medium=mastodon #BHASHINI #DigitalIndia #LanguageAI #InclusiveAI #AIInnovationIndia

Discover BHASHINI, India`s AI language platform promoting societal inclusivity through advanced language services for all citizens. https://english.mathrubhumi.com/technology/bhashini-ai-language-societal-inclusivity-kqkzz5hl?utm_source=dlvr.it&utm_medium=mastodon #BHASHINI #DigitalIndia #LanguageAI #InclusiveAI #AIInnovationIndia

Discover BHASHINI, India`s AI language platform promoting societal inclusivity through advanced language services for all citizens. https://english.mathrubhumi.com/technology/bhashini-ai-language-societal-inclusivity-kqkzz5hl?utm_source=dlvr.it&utm_medium=mastodon #BHASHINI #DigitalIndia #LanguageAI #InclusiveAI #AIInnovationIndia

Masakhane African Languages Hub launched new call to address the underrepresentation of African languages in AI. Its about funding, visibility, and institutional support. Non-profits, social enterprises, tech innovators & research institutions based in or have a presence in Africa can apply. Main themes: Automatic Speech Recognition (ASR); Benchmarking "In the Wild"; and Culturally Relevant Multimodal Datasets. Deadline: Jan 25 #AfricanNLP #MasakhaneHub #InclusiveAI https://www.masakhane.io/masakhane-african-languages-hub/grants

Masakhane African Languages Hub launched new call to address the underrepresentation of African languages in AI. Its about funding, visibility, and institutional support. Non-profits, social enterprises, tech innovators & research institutions based in or have a presence in Africa can apply. Main themes: Automatic Speech Recognition (ASR); Benchmarking "In the Wild"; and Culturally Relevant Multimodal Datasets. Deadline: Jan 25 #AfricanNLP #MasakhaneHub #InclusiveAI https://www.masakhane.io/masakhane-african-languages-hub/grants

Masakhane African Languages Hub launched new call to address the underrepresentation of African languages in AI. Its about funding, visibility, and institutional support. Non-profits, social enterprises, tech innovators & research institutions based in or have a presence in Africa can apply. Main themes: Automatic Speech Recognition (ASR); Benchmarking "In the Wild"; and Culturally Relevant Multimodal Datasets. Deadline: Jan 25 #AfricanNLP #MasakhaneHub #InclusiveAI https://www.masakhane.io/masakhane-african-languages-hub/grants

Masakhane African Languages Hub launched new call to address the underrepresentation of African languages in AI. Its about funding, visibility, and institutional support. Non-profits, social enterprises, tech innovators & research institutions based in or have a presence in Africa can apply. Main themes: Automatic Speech Recognition (ASR); Benchmarking "In the Wild"; and Culturally Relevant Multimodal Datasets. Deadline: Jan 25 #AfricanNLP #MasakhaneHub #InclusiveAI https://www.masakhane.io/masakhane-african-languages-hub/grants

India building high performance computing capacity under AI mission for equitable access

Mumbai: Under its artificial intelligence (…
#NewsBeep #News #Computing #AePS #AI #ArtificialIntelligence #billpayments #DigitalPublicInfrastructure #digitalpublicinfrastructureindia #Economy #ethicalAI #FinancialInclusion #fintech #inclusiveAI #indiaaimission #indianfintechecosystem #Payment #PM #primeminister #responsibleAI #techstack #Technology #UK #UnitedKingdom #UPI
https://www.newsbeep.com/uk/192401/

📣 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗦𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁: 𝗚𝗲𝗻(𝗱𝗲𝗿)𝗔𝗜 𝗦𝗮𝗳𝗲𝘁𝘆

The rise of Generative AI (GenAI) has brought transformative possibilities but also significant risks, particularly for women, girls, and marginalized communities across cultural contexts.

#InclusiveAI #GenderEquity #GenAI #Safety #Conference #Collaboration

📣 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗦𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁: 𝗚𝗲𝗻(𝗱𝗲𝗿)𝗔𝗜 𝗦𝗮𝗳𝗲𝘁𝘆

The rise of Generative AI (GenAI) has brought transformative possibilities but also significant risks, particularly for women, girls, and marginalized communities across cultural contexts.

#InclusiveAI #GenderEquity #GenAI #Safety #Conference #Collaboration

🔍 Unlocking True Accessibility with Human-Verified AI 🔍

Discover how Aira is revolutionizing AI for the blind and low-vision community through human verification. Our latest white paper dives deep into the critical role of human oversight in enhancing AI accuracy, addressing issues like AI hallucinations, and delivering real-time, reliable image descriptions with Aira Access AI.

From research insights to real-world applications, see how human verification is the key to making AI more inclusive and trustworthy. A must-read for anyone passionate about AI, accessibility, and bridging the information gap.

Get your free download: https://mailchi.mp/6725af391d7b/ai-white-paper

#AccessibilityMatters #InclusiveAI #HumanVerified #AIAccessibility #BlindAndLowVision

🔍 Unlocking True Accessibility with Human-Verified AI 🔍

Discover how Aira is revolutionizing AI for the blind and low-vision community through human verification. Our latest white paper dives deep into the critical role of human oversight in enhancing AI accuracy, addressing issues like AI hallucinations, and delivering real-time, reliable image descriptions with Aira Access AI.

From research insights to real-world applications, see how human verification is the key to making AI more inclusive and trustworthy. A must-read for anyone passionate about AI, accessibility, and bridging the information gap.

Get your free download: https://mailchi.mp/6725af391d7b/ai-white-paper

#AccessibilityMatters #InclusiveAI #HumanVerified #AIAccessibility #BlindAndLowVision

🔍 Unlocking True Accessibility with Human-Verified AI 🔍

Discover how Aira is revolutionizing AI for the blind and low-vision community through human verification. Our latest white paper dives deep into the critical role of human oversight in enhancing AI accuracy, addressing issues like AI hallucinations, and delivering real-time, reliable image descriptions with Aira Access AI.

From research insights to real-world applications, see how human verification is the key to making AI more inclusive and trustworthy. A must-read for anyone passionate about AI, accessibility, and bridging the information gap.

Get your free download: https://mailchi.mp/6725af391d7b/ai-white-paper

#AccessibilityMatters #InclusiveAI #HumanVerified #AIAccessibility #BlindAndLowVision

🔍 Unlocking True Accessibility with Human-Verified AI 🔍

Discover how Aira is revolutionizing AI for the blind and low-vision community through human verification. Our latest white paper dives deep into the critical role of human oversight in enhancing AI accuracy, addressing issues like AI hallucinations, and delivering real-time, reliable image descriptions with Aira Access AI.

From research insights to real-world applications, see how human verification is the key to making AI more inclusive and trustworthy. A must-read for anyone passionate about AI, accessibility, and bridging the information gap.

Get your free download: https://mailchi.mp/6725af391d7b/ai-white-paper

#AccessibilityMatters #InclusiveAI #HumanVerified #AIAccessibility #BlindAndLowVision

🔍 Unlocking True Accessibility with Human-Verified AI 🔍

Discover how Aira is revolutionizing AI for the blind and low-vision community through human verification. Our latest white paper dives deep into the critical role of human oversight in enhancing AI accuracy, addressing issues like AI hallucinations, and delivering real-time, reliable image descriptions with Aira Access AI.

From research insights to real-world applications, see how human verification is the key to making AI more inclusive and trustworthy. A must-read for anyone passionate about AI, accessibility, and bridging the information gap.

Get your free download: https://mailchi.mp/6725af391d7b/ai-white-paper

#AccessibilityMatters #InclusiveAI #HumanVerified #AIAccessibility #BlindAndLowVision

At the book launch and #InclusiveAI lab by Payal Arora at Utrecht university.

https://www.uu.nl/en/organisation/centre-for-global-challenges/research/contesting-governance/inclusive-ai

At the book launch and #InclusiveAI lab by Payal Arora at Utrecht university.

https://www.uu.nl/en/organisation/centre-for-global-challenges/research/contesting-governance/inclusive-ai

At the book launch and #InclusiveAI lab by Payal Arora at Utrecht university.

https://www.uu.nl/en/organisation/centre-for-global-challenges/research/contesting-governance/inclusive-ai

At the book launch and #InclusiveAI lab by Payal Arora at Utrecht university.

https://www.uu.nl/en/organisation/centre-for-global-challenges/research/contesting-governance/inclusive-ai

At the book launch and #InclusiveAI lab by Payal Arora at Utrecht university.

https://www.uu.nl/en/organisation/centre-for-global-challenges/research/contesting-governance/inclusive-ai

Interesting PhD Position in “Inclusive Design with Artificial Intelligence” at the Digital Interactions Lab, UvA:

https://vacatures.uva.nl/UvA/job/PhD-Position-in-Inclusive-Design-with-Artificial-Intelligence/804483502/

Deadline 30 November 2024

#inclusiveAI #civicAI

Interesting PhD Position in “Inclusive Design with Artificial Intelligence” at the Digital Interactions Lab, UvA:

https://vacatures.uva.nl/UvA/job/PhD-Position-in-Inclusive-Design-with-Artificial-Intelligence/804483502/

Deadline 30 November 2024

#inclusiveAI #civicAI

Interesting PhD Position in “Inclusive Design with Artificial Intelligence” at the Digital Interactions Lab, UvA:

https://vacatures.uva.nl/UvA/job/PhD-Position-in-Inclusive-Design-with-Artificial-Intelligence/804483502/

Deadline 30 November 2024

#inclusiveAI #civicAI

Interesting PhD Position in “Inclusive Design with Artificial Intelligence” at the Digital Interactions Lab, UvA:

https://vacatures.uva.nl/UvA/job/PhD-Position-in-Inclusive-Design-with-Artificial-Intelligence/804483502/

Deadline 30 November 2024

#inclusiveAI #civicAI

Interesting PhD Position in “Inclusive Design with Artificial Intelligence” at the Digital Interactions Lab, UvA:

https://vacatures.uva.nl/UvA/job/PhD-Position-in-Inclusive-Design-with-Artificial-Intelligence/804483502/

Deadline 30 November 2024

#inclusiveAI #civicAI

6/ Looking forward to presenting our findings at #ACII2024 and discussing how we can make AI more inclusive and culturally aware. 🌍🤖 #AI #Emotions #CulturalRepresentation #NLP #Research #InclusiveAI #ResponsibleAI

6/ Looking forward to presenting our findings at #ACII2024 and discussing how we can make AI more inclusive and culturally aware. 🌍🤖 #AI #Emotions #CulturalRepresentation #NLP #Research #InclusiveAI #ResponsibleAI

6/ Looking forward to presenting our findings at #ACII2024 and discussing how we can make AI more inclusive and culturally aware. 🌍🤖 #AI #Emotions #CulturalRepresentation #NLP #Research #InclusiveAI #ResponsibleAI

Artificial intelligence needs to be trained on culturally diverse datasets to avoid bias
#ArtificialIntelligence #AI #ChatGPT #Diversity #Bias #Data #Datasets #AICulturalInclusion #InclusiveAI #FairTech #DiverseData #LargeLanguageModels
https://the-14.com/artificial-intelligence-needs-to-be-trained-on-culturally-diverse-datasets-to-avoid-bias/

Artificial intelligence needs to be trained on culturally diverse datasets to avoid bias
#ArtificialIntelligence #AI #ChatGPT #Diversity #Bias #Data #Datasets #AICulturalInclusion #InclusiveAI #FairTech #DiverseData #LargeLanguageModels
https://the-14.com/artificial-intelligence-needs-to-be-trained-on-culturally-diverse-datasets-to-avoid-bias/

Artificial intelligence needs to be trained on culturally diverse datasets to avoid bias
#ArtificialIntelligence #AI #ChatGPT #Diversity #Bias #Data #Datasets #AICulturalInclusion #InclusiveAI #FairTech #DiverseData #LargeLanguageModels
https://the-14.com/artificial-intelligence-needs-to-be-trained-on-culturally-diverse-datasets-to-avoid-bias/

Artificial intelligence needs to be trained on culturally diverse datasets to avoid bias
#ArtificialIntelligence #AI #ChatGPT #Diversity #Bias #Data #Datasets #AICulturalInclusion #InclusiveAI #FairTech #DiverseData #LargeLanguageModels
https://the-14.com/artificial-intelligence-needs-to-be-trained-on-culturally-diverse-datasets-to-avoid-bias/

Artificial intelligence needs to be trained on culturally diverse datasets to avoid bias
#ArtificialIntelligence #AI #ChatGPT #Diversity #Bias #Data #Datasets #AICulturalInclusion #InclusiveAI #FairTech #DiverseData #LargeLanguageModels
https://the-14.com/artificial-intelligence-needs-to-be-trained-on-culturally-diverse-datasets-to-avoid-bias/