Michael Akinwumi
@angelofmath.bsky.social
Head of Responsible AI Lab. @angelofmath on X. Advisor. Personal Opinion.
Pinned
This is why 2026 must become the year of AI alignment.
This output exposes a harder truth: AI systems need shared global guardrails. Now.
The question is whether governments will agree on rules before applications begin enforcing human judgments without human consensus.
This output exposes a harder truth: AI systems need shared global guardrails. Now.
The question is whether governments will agree on rules before applications begin enforcing human judgments without human consensus.
January 2, 2026 at 12:46 AM
This is why 2026 must become the year of AI alignment.
This output exposes a harder truth: AI systems need shared global guardrails. Now.
The question is whether governments will agree on rules before applications begin enforcing human judgments without human consensus.
This output exposes a harder truth: AI systems need shared global guardrails. Now.
The question is whether governments will agree on rules before applications begin enforcing human judgments without human consensus.
Reposted by Michael Akinwumi
NFHA Chief AI Officer @datawumi.bsky.social leads our AI efforts to ensure technology impacting the housing sector are fair and transparent. Your donation helps make Michael’s work possible. Help NFHA reach its $50k goal before midnight: https://bit.ly/4rmKCi8
January 1, 2026 at 1:46 AM
NFHA Chief AI Officer @datawumi.bsky.social leads our AI efforts to ensure technology impacting the housing sector are fair and transparent. Your donation helps make Michael’s work possible. Help NFHA reach its $50k goal before midnight: https://bit.ly/4rmKCi8
Care about my 2026 AI focus area?
From 2021 to 2025, exposed fractures across the full AI stack from energy to people.
So, 2026 must be different.
For me, it’s The Year of Alignment. Watch out for my January 5 post on the rocks I intend to build with in the new year.
From 2021 to 2025, exposed fractures across the full AI stack from energy to people.
So, 2026 must be different.
For me, it’s The Year of Alignment. Watch out for my January 5 post on the rocks I intend to build with in the new year.
December 31, 2025 at 7:10 PM
Care about my 2026 AI focus area?
From 2021 to 2025, exposed fractures across the full AI stack from energy to people.
So, 2026 must be different.
For me, it’s The Year of Alignment. Watch out for my January 5 post on the rocks I intend to build with in the new year.
From 2021 to 2025, exposed fractures across the full AI stack from energy to people.
So, 2026 must be different.
For me, it’s The Year of Alignment. Watch out for my January 5 post on the rocks I intend to build with in the new year.
#AI does not end self-governance, weak institutions do. Panic serves no one. The path forward is #Transparency, #Enforcement, and #CivicResilience, so our systems stay sovereign over the tools we build. cc @politico.com and @govrondesantits.bsky.social www.politico.com/news/2025/12...
‘We have to reject that with every fiber of our being’: DeSantis emerges as a chief AI skeptic
His opposition to AI has little to do with cultural grievances or “woke” ideology — and far more to do with economic disruption, labor displacement and the scale of the technology itself.
www.politico.com
December 29, 2025 at 11:13 PM
#AI does not end self-governance, weak institutions do. Panic serves no one. The path forward is #Transparency, #Enforcement, and #CivicResilience, so our systems stay sovereign over the tools we build. cc @politico.com and @govrondesantits.bsky.social www.politico.com/news/2025/12...
Concerns about energy use and workforce disruption are real. But turning AI into a point of broad resistance may slow progress that could benefit everyone. AI can remain a unifying economic asset rather than a source of political division. cc @politico.com
www.politico.com/news/magazin...
www.politico.com/news/magazin...
Americans Hate AI. Which Party Will Benefit?
Party insiders are divided on how to channel Americans’ growing fear of AI.
www.politico.com
December 29, 2025 at 12:58 PM
Concerns about energy use and workforce disruption are real. But turning AI into a point of broad resistance may slow progress that could benefit everyone. AI can remain a unifying economic asset rather than a source of political division. cc @politico.com
www.politico.com/news/magazin...
www.politico.com/news/magazin...
Christmas is unlikely to be merry without a roof over one’s head. I hope you consider funding efforts like those of @natfairhouse.bsky.social and its Responsible AI Lab geared towards “equal access to well-resourced communities for all” in 2026 and beyond. #MerryChristmas.
December 25, 2025 at 4:10 PM
Christmas is unlikely to be merry without a roof over one’s head. I hope you consider funding efforts like those of @natfairhouse.bsky.social and its Responsible AI Lab geared towards “equal access to well-resourced communities for all” in 2026 and beyond. #MerryChristmas.
This gathering promises to advance series of conversations that make a strong case for aligning the “AI Action Plan” of the @whitehouse-47.bsky.social with the nation’s civil and human rights principles.
Don’t miss the early bird registration opportunity! Register now.
Don’t miss the early bird registration opportunity! Register now.
⏰1 week left to secure Early Bird pricing for the 2026 Responsible AI Symposium. From policymakers to #CivilRights leaders, this convening is for those working at the intersection of #AI real-world impact.
If this work matters to you, register now: https://bit.ly/4s6njt9
If this work matters to you, register now: https://bit.ly/4s6njt9
December 23, 2025 at 3:12 PM
This gathering promises to advance series of conversations that make a strong case for aligning the “AI Action Plan” of the @whitehouse-47.bsky.social with the nation’s civil and human rights principles.
Don’t miss the early bird registration opportunity! Register now.
Don’t miss the early bird registration opportunity! Register now.
I’m hiring an AI Engineer to join our Responsible AI Lab.
This role sits at the intersection of AI systems, agentic architectures, and high-stakes workflows with real regulatory and societal impact.
Application link: nationalfairhousingalliance.applytojob.com/apply/b89fWw...
This role sits at the intersection of AI systems, agentic architectures, and high-stakes workflows with real regulatory and societal impact.
Application link: nationalfairhousingalliance.applytojob.com/apply/b89fWw...
AI Engineer - National Fair Housing Alliance - Career Page
Apply to AI Engineer at National Fair Housing Alliance in Washington, DC.
nationalfairhousingalliance.applytojob.com
December 23, 2025 at 6:03 AM
I’m hiring an AI Engineer to join our Responsible AI Lab.
This role sits at the intersection of AI systems, agentic architectures, and high-stakes workflows with real regulatory and societal impact.
Application link: nationalfairhousingalliance.applytojob.com/apply/b89fWw...
This role sits at the intersection of AI systems, agentic architectures, and high-stakes workflows with real regulatory and societal impact.
Application link: nationalfairhousingalliance.applytojob.com/apply/b89fWw...
Should the U.S. rethink Section 230, especially as AI-driven content feeds raise real risks to youth attention and mental health?
Read our latest contribution to the debate: www.roi-nj.com/2025/12/22/o...
#AI #Section230 #DigitalSafety #YouthHealth
Read our latest contribution to the debate: www.roi-nj.com/2025/12/22/o...
#AI #Section230 #DigitalSafety #YouthHealth
Should N.J. Follow Australia’s Bold Move on Youth and Social Media? | Op-Ed | ROI-NJ
In New Jersey, where we are grappling with significant and rising mental health challenges among youth, it’s a wake-up call as well as a call to action.
www.roi-nj.com
December 23, 2025 at 12:06 AM
Should the U.S. rethink Section 230, especially as AI-driven content feeds raise real risks to youth attention and mental health?
Read our latest contribution to the debate: www.roi-nj.com/2025/12/22/o...
#AI #Section230 #DigitalSafety #YouthHealth
Read our latest contribution to the debate: www.roi-nj.com/2025/12/22/o...
#AI #Section230 #DigitalSafety #YouthHealth
Evidence shows enforcement capacity is essential to manage AI risk, preserve trust, and deliver public benefit. Weakening it undermines confidence at home and signals institutional unpreparedness abroad.
Aligning #AI competitiveness with civil rights enforcement isn’t ideological. It’s strategic.
Aligning #AI competitiveness with civil rights enforcement isn’t ideological. It’s strategic.
Our 2025 Trends Report shows that housing discrimination complaints remain at a record high.
This @nytimes.com times article underscores what NFHA sees nationwide—growing discrimination & weakened enforcement will exacerbate the fair & affordable housing crisis: nyti.ms/49ox92f.
This @nytimes.com times article underscores what NFHA sees nationwide—growing discrimination & weakened enforcement will exacerbate the fair & affordable housing crisis: nyti.ms/49ox92f.
December 23, 2025 at 12:05 AM
Evidence shows enforcement capacity is essential to manage AI risk, preserve trust, and deliver public benefit. Weakening it undermines confidence at home and signals institutional unpreparedness abroad.
Aligning #AI competitiveness with civil rights enforcement isn’t ideological. It’s strategic.
Aligning #AI competitiveness with civil rights enforcement isn’t ideological. It’s strategic.
Registration link: www.thehousingintelligence.com/registration
December 20, 2025 at 1:01 PM
Registration link: www.thehousingintelligence.com/registration
Reposted by Michael Akinwumi
When HUD delayed critical fair-housing grants, NFHA went to court—and won. Enforcement ensures that Congress’s commitments reach the people they were intended to help.
Help us defend #fairhousing funding. Chip in to support NFHA's $50k goal by 12/31. https://bit.ly/4rmKCi8
Help us defend #fairhousing funding. Chip in to support NFHA's $50k goal by 12/31. https://bit.ly/4rmKCi8
December 18, 2025 at 9:14 PM
When HUD delayed critical fair-housing grants, NFHA went to court—and won. Enforcement ensures that Congress’s commitments reach the people they were intended to help.
Help us defend #fairhousing funding. Chip in to support NFHA's $50k goal by 12/31. https://bit.ly/4rmKCi8
Help us defend #fairhousing funding. Chip in to support NFHA's $50k goal by 12/31. https://bit.ly/4rmKCi8
Reposted by Michael Akinwumi
TY for standing up for #FairHousing on #GivingTuesday. Your support fuels our work—work that is far from over.
NFHA’s President & CEO @itslisarice.bsky.social breaks down what’s at stake: rising housing costs, weakened protections & fewer resources when discrimination happens. youtu.be/ZNKs3wxHhhA
NFHA’s President & CEO @itslisarice.bsky.social breaks down what’s at stake: rising housing costs, weakened protections & fewer resources when discrimination happens. youtu.be/ZNKs3wxHhhA
Thank You for Standing up for Fair Housing
YouTube video by National Fair Housing Alliance
youtu.be
December 3, 2025 at 5:11 PM
TY for standing up for #FairHousing on #GivingTuesday. Your support fuels our work—work that is far from over.
NFHA’s President & CEO @itslisarice.bsky.social breaks down what’s at stake: rising housing costs, weakened protections & fewer resources when discrimination happens. youtu.be/ZNKs3wxHhhA
NFHA’s President & CEO @itslisarice.bsky.social breaks down what’s at stake: rising housing costs, weakened protections & fewer resources when discrimination happens. youtu.be/ZNKs3wxHhhA
Speaking later today on Creating Justice in a Multiracial Democracy. I’ll discuss how AI and digital infrastructure shape housing, opportunity, and civic power, why AI can be a reparative technology, and why equity in AI isn’t zero-sum.
Registration: events.nationalfairhousing.org/creatingjust...
Registration: events.nationalfairhousing.org/creatingjust...
December 17, 2025 at 4:43 PM
Speaking later today on Creating Justice in a Multiracial Democracy. I’ll discuss how AI and digital infrastructure shape housing, opportunity, and civic power, why AI can be a reparative technology, and why equity in AI isn’t zero-sum.
Registration: events.nationalfairhousing.org/creatingjust...
Registration: events.nationalfairhousing.org/creatingjust...
This executive order will quietly reset the AI race, reconfigure global adoption patterns of U.S.-origin technologies, and test the resilience of EdAI norms worldwide.
www.americanbanker.com/news/trump-e...
www.americanbanker.com/news/trump-e...
Trump executive order seeks to gut state AI laws
In a move some industry observers call "dangerous and irresponsible," the administration is taking down consumer protection guardrails that have been put up by states like California and Colorado.
www.americanbanker.com
December 15, 2025 at 2:27 PM
This executive order will quietly reset the AI race, reconfigure global adoption patterns of U.S.-origin technologies, and test the resilience of EdAI norms worldwide.
www.americanbanker.com/news/trump-e...
www.americanbanker.com/news/trump-e...
Thanksgiving reminds us that everyone deserves a home.
If you worked on housing AI this year, ask yourself: did my choices limit someone’s access to housing?
#AI in housing should uplift the vulnerable, not push them out of the room. #HappyThanksgiving
If you worked on housing AI this year, ask yourself: did my choices limit someone’s access to housing?
#AI in housing should uplift the vulnerable, not push them out of the room. #HappyThanksgiving
November 27, 2025 at 1:29 PM
Thanksgiving reminds us that everyone deserves a home.
If you worked on housing AI this year, ask yourself: did my choices limit someone’s access to housing?
#AI in housing should uplift the vulnerable, not push them out of the room. #HappyThanksgiving
If you worked on housing AI this year, ask yourself: did my choices limit someone’s access to housing?
#AI in housing should uplift the vulnerable, not push them out of the room. #HappyThanksgiving
Reposted by Michael Akinwumi
#HappyThanksgiving from all of us at NFHA!
November 27, 2025 at 1:25 PM
#HappyThanksgiving from all of us at NFHA!
My PhD thesis modeled Epstein–Barr virus dynamics.
This week, people keep asking if I’ve “updated the #Epstein equations.”
Please no, as you can see. The basic reproduction number of my model still says the same.
My model doesn’t explain how the Epstein story keeps spreading.
This week, people keep asking if I’ve “updated the #Epstein equations.”
Please no, as you can see. The basic reproduction number of my model still says the same.
My model doesn’t explain how the Epstein story keeps spreading.
November 23, 2025 at 2:00 AM
My PhD thesis modeled Epstein–Barr virus dynamics.
This week, people keep asking if I’ve “updated the #Epstein equations.”
Please no, as you can see. The basic reproduction number of my model still says the same.
My model doesn’t explain how the Epstein story keeps spreading.
This week, people keep asking if I’ve “updated the #Epstein equations.”
Please no, as you can see. The basic reproduction number of my model still says the same.
My model doesn’t explain how the Epstein story keeps spreading.
I paid my way through college by tutoring #math. It was my lifeline as a first-gen student.
AI can now do in seconds what earned me rent and tuition.
With Tutor AI solutions like #GoogleLens, what happens to students whose tutoring jobs are threatened by AI?
AI can now do in seconds what earned me rent and tuition.
With Tutor AI solutions like #GoogleLens, what happens to students whose tutoring jobs are threatened by AI?
November 21, 2025 at 2:01 PM
I paid my way through college by tutoring #math. It was my lifeline as a first-gen student.
AI can now do in seconds what earned me rent and tuition.
With Tutor AI solutions like #GoogleLens, what happens to students whose tutoring jobs are threatened by AI?
AI can now do in seconds what earned me rent and tuition.
With Tutor AI solutions like #GoogleLens, what happens to students whose tutoring jobs are threatened by AI?
November 20, 2025 at 9:56 PM
@natfairhouse.bsky.social created the Responsible AI Lab to live ahead of the curve so fair housing can thrive now — intentional self-reinvention.
This Wed: an NLP tool to spot AI issues + build coalitions will be revealed as a benefit of that decision.
events.nationalfairhousing.org/aacttool #AACT
This Wed: an NLP tool to spot AI issues + build coalitions will be revealed as a benefit of that decision.
events.nationalfairhousing.org/aacttool #AACT
November 17, 2025 at 11:47 PM
@natfairhouse.bsky.social created the Responsible AI Lab to live ahead of the curve so fair housing can thrive now — intentional self-reinvention.
This Wed: an NLP tool to spot AI issues + build coalitions will be revealed as a benefit of that decision.
events.nationalfairhousing.org/aacttool #AACT
This Wed: an NLP tool to spot AI issues + build coalitions will be revealed as a benefit of that decision.
events.nationalfairhousing.org/aacttool #AACT
Avoid spotlight trap.
Once you identify the people you want to live for, working for the people is more important than the praise from the people.
Once you identify the people you want to live for, working for the people is more important than the praise from the people.
November 15, 2025 at 11:16 AM
Avoid spotlight trap.
Once you identify the people you want to live for, working for the people is more important than the praise from the people.
Once you identify the people you want to live for, working for the people is more important than the praise from the people.
On #VeteransDay, we honor those who remind us that people are the true infrastructure of progress.
As veterans power our war and defense systems, people must also power our AI infrastructure — because without human values, even the smartest code fails.
As veterans power our war and defense systems, people must also power our AI infrastructure — because without human values, even the smartest code fails.
November 11, 2025 at 9:08 PM
On #VeteransDay, we honor those who remind us that people are the true infrastructure of progress.
As veterans power our war and defense systems, people must also power our AI infrastructure — because without human values, even the smartest code fails.
As veterans power our war and defense systems, people must also power our AI infrastructure — because without human values, even the smartest code fails.