Good AI assistants make their evidence easy to inspect. Show where an answer came from, flag uncertainty, and let people correct the context before acting. #GenerativeAI #TrustworthyAI
October 31, 2026 at 6:10 AM
Good AI assistants make their evidence easy to inspect. Show where an answer came from, flag uncertainty, and let people correct the context before acting. #GenerativeAI #TrustworthyAI
AI governance can speed innovation when teams build it into delivery: name owners, document decisions, and review evidence at clear checkpoints. #AIGovernance #TrustworthyAI #AI
November 1, 2026 at 4:00 PM
AI governance can speed innovation when teams build it into delivery: name owners, document decisions, and review evidence at clear checkpoints. #AIGovernance #TrustworthyAI #AI
"[un]prompted II--The AI Security Practitioner Conference" session "#Integrous #AI #Systems #Design" by Bruce Schneier, Fellow and Lecturer, Harvard Kennedy School and the University of Toronto #Integrity #IntegrityFailure #TrustworthyAI
October 29, 2026 at 7:41 PM
"[un]prompted II--The AI Security Practitioner Conference" session "#Integrous #AI #Systems #Design" by Bruce Schneier, Fellow and Lecturer, Harvard Kennedy School and the University of Toronto #Integrity #IntegrityFailure #TrustworthyAI
The EU AI Act is a reminder to build governance into the product lifecycle: document intended use, test foreseeable risks, and monitor performance after deployment. #EUAIAct #AI #TrustworthyAI
November 1, 2026 at 5:27 AM
The EU AI Act is a reminder to build governance into the product lifecycle: document intended use, test foreseeable risks, and monitor performance after deployment. #EUAIAct #AI #TrustworthyAI
Before connecting data to an AI workflow, check provenance, permitted use, access boundaries, and retention. Data governance shapes both quality and trust. #DataGovernance #TrustworthyAI
October 30, 2026 at 6:38 AM
Before connecting data to an AI workflow, check provenance, permitted use, access boundaries, and retention. Data governance shapes both quality and trust. #DataGovernance #TrustworthyAI
Reliable automation starts with exceptions: define what happens when data is missing, confidence is low, or a tool fails. Good fallback paths are a core part of AI system design. #AI #TrustworthyAI
November 1, 2026 at 11:51 AM
Reliable automation starts with exceptions: define what happens when data is missing, confidence is low, or a tool fails. Good fallback paths are a core part of AI system design. #AI #TrustworthyAI
Governance can help teams move faster when it is built into delivery: assign owners, capture key decisions, and review evidence at clear checkpoints. Trust grows when controls are part of the workflow. #AIGovernance #TrustworthyAI
November 1, 2026 at 6:20 AM
Governance can help teams move faster when it is built into delivery: assign owners, capture key decisions, and review evidence at clear checkpoints. Trust grows when controls are part of the workflow. #AIGovernance #TrustworthyAI
Human oversight is strongest when it is designed into the process: clear approval points, useful evidence and a way to pause or correct an AI system. #AI #AIGovernance #TrustworthyAI
November 2, 2026 at 5:51 PM
Human oversight is strongest when it is designed into the process: clear approval points, useful evidence and a way to pause or correct an AI system. #AI #AIGovernance #TrustworthyAI
Security automation is useful only if we can trust the path from decision to action.
The next generation of AI systems should not just recommend what to do.
They should also show why, validate the action, and preserve the evidence behind it.
#AI #CyberSecurity #TrustworthyAI #Avernaut
The next generation of AI systems should not just recommend what to do.
They should also show why, validate the action, and preserve the evidence behind it.
#AI #CyberSecurity #TrustworthyAI #Avernaut
October 31, 2026 at 8:07 AM
Security automation is useful only if we can trust the path from decision to action.
The next generation of AI systems should not just recommend what to do.
They should also show why, validate the action, and preserve the evidence behind it.
#AI #CyberSecurity #TrustworthyAI #Avernaut
The next generation of AI systems should not just recommend what to do.
They should also show why, validate the action, and preserve the evidence behind it.
#AI #CyberSecurity #TrustworthyAI #Avernaut
AI agents are becoming more autonomous.
That makes validation more important, not less.
Before an AI-generated decision reaches production, we can answer three questions:
What evidence supports it?
What could fail?
Who can verify it?
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
That makes validation more important, not less.
Before an AI-generated decision reaches production, we can answer three questions:
What evidence supports it?
What could fail?
Who can verify it?
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
October 29, 2026 at 1:43 PM
AI agents are becoming more autonomous.
That makes validation more important, not less.
Before an AI-generated decision reaches production, we can answer three questions:
What evidence supports it?
What could fail?
Who can verify it?
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
That makes validation more important, not less.
Before an AI-generated decision reaches production, we can answer three questions:
What evidence supports it?
What could fail?
Who can verify it?
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
The future of AI won’t be defined only by bigger models.
It will be defined by systems that can explain, verify, and defend their decisions.
Performance matters.
Evidence matters more.
That’s the direction we’re pursuing at Avernaut.
#AI #TrustworthyAI #CyberSecurity #Avernaut
It will be defined by systems that can explain, verify, and defend their decisions.
Performance matters.
Evidence matters more.
That’s the direction we’re pursuing at Avernaut.
#AI #TrustworthyAI #CyberSecurity #Avernaut
October 30, 2026 at 9:47 AM
The future of AI won’t be defined only by bigger models.
It will be defined by systems that can explain, verify, and defend their decisions.
Performance matters.
Evidence matters more.
That’s the direction we’re pursuing at Avernaut.
#AI #TrustworthyAI #CyberSecurity #Avernaut
It will be defined by systems that can explain, verify, and defend their decisions.
Performance matters.
Evidence matters more.
That’s the direction we’re pursuing at Avernaut.
#AI #TrustworthyAI #CyberSecurity #Avernaut
Trustworthy AI must work for the people affected by it. Test systems with realistic users and edge cases, check accessibility, and give people a clear way to question an outcome. #TrustworthyAI #HumanCentredAI
October 29, 2026 at 4:39 AM
Trustworthy AI must work for the people affected by it. Test systems with realistic users and edge cases, check accessibility, and give people a clear way to question an outcome. #TrustworthyAI #HumanCentredAI
AI generates plans, configurations, and decisions in seconds. But speed without validation creates new kinds of technical debt. Real opportunity is not just autonomous AI. It is autonomous AI with evidence, checks, and rollback paths built in.
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
November 2, 2026 at 10:32 AM
AI generates plans, configurations, and decisions in seconds. But speed without validation creates new kinds of technical debt. Real opportunity is not just autonomous AI. It is autonomous AI with evidence, checks, and rollback paths built in.
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
#AI #AIAgents #CyberSecurity #TrustworthyAI #Avernaut
This is a reminder that model reliability depends on the full stack: hardware integrity, supply-chain controls, and independent validation all matter. #AISecurity #TrustworthyAI
November 1, 2026 at 7:12 AM
This is a reminder that model reliability depends on the full stack: hardware integrity, supply-chain controls, and independent validation all matter. #AISecurity #TrustworthyAI
Trustworthy AI depends on trustworthy data: document where it came from, what permissions apply, how it changes, and when it should be retired. Provenance is an operational control. #DataGovernance #AI #TrustworthyAI
October 28, 2026 at 7:55 PM
Trustworthy AI depends on trustworthy data: document where it came from, what permissions apply, how it changes, and when it should be retired. Provenance is an operational control. #DataGovernance #AI #TrustworthyAI
White Paper No. 1 is now on Bluesky.
The Colossus Trust Model™: Who Watches the Watchers?
Every AI trust claim raises a deeper questions.
Trust MUST be supported by objective evidence.
Read White Paper No. 1 on Zenodo:
doi.org/10.5281/zeno...
#AIGovernance #TrustworthyAI #ForbinAI
The Colossus Trust Model™: Who Watches the Watchers?
Every AI trust claim raises a deeper questions.
Trust MUST be supported by objective evidence.
Read White Paper No. 1 on Zenodo:
doi.org/10.5281/zeno...
#AIGovernance #TrustworthyAI #ForbinAI
November 2, 2026 at 2:48 AM
White Paper No. 1 is now on Bluesky.
The Colossus Trust Model™: Who Watches the Watchers?
Every AI trust claim raises a deeper questions.
Trust MUST be supported by objective evidence.
Read White Paper No. 1 on Zenodo:
doi.org/10.5281/zeno...
#AIGovernance #TrustworthyAI #ForbinAI
The Colossus Trust Model™: Who Watches the Watchers?
Every AI trust claim raises a deeper questions.
Trust MUST be supported by objective evidence.
Read White Paper No. 1 on Zenodo:
doi.org/10.5281/zeno...
#AIGovernance #TrustworthyAI #ForbinAI
AI governance can make delivery faster when it is part of the workflow: define who decides, what evidence is needed, and when a human must review. Accountability is easier when it is built in from day one. #AI #AIGovernance #TrustworthyAI
November 2, 2026 at 7:46 PM
AI governance can make delivery faster when it is part of the workflow: define who decides, what evidence is needed, and when a human must review. Accountability is easier when it is built in from day one. #AI #AIGovernance #TrustworthyAI
The next step after explainable AI is verifiable AI: actions checked for authority, safety and impact before execution. #Avernaut #TrustworthyAI
October 27, 2026 at 10:18 AM
The next step after explainable AI is verifiable AI: actions checked for authority, safety and impact before execution. #Avernaut #TrustworthyAI
AI is getting better at generating answers.
The harder problem is knowing when those answers can be trusted.
At Avernaut, we’re exploring systems where AI outputs are not simply accepted — they are checked, validated, and supported by evidence.
#AI #TrustworthyAI #CyberSecurity #Avernaut
The harder problem is knowing when those answers can be trusted.
At Avernaut, we’re exploring systems where AI outputs are not simply accepted — they are checked, validated, and supported by evidence.
#AI #TrustworthyAI #CyberSecurity #Avernaut
October 28, 2026 at 8:40 PM
AI is getting better at generating answers.
The harder problem is knowing when those answers can be trusted.
At Avernaut, we’re exploring systems where AI outputs are not simply accepted — they are checked, validated, and supported by evidence.
#AI #TrustworthyAI #CyberSecurity #Avernaut
The harder problem is knowing when those answers can be trusted.
At Avernaut, we’re exploring systems where AI outputs are not simply accepted — they are checked, validated, and supported by evidence.
#AI #TrustworthyAI #CyberSecurity #Avernaut
📣 The #AIMSAFE communication roadmap is taking shape! Led by Jagiellonian University, WP10 is mapping audiences, channels, & messages to share our trustworthy AI results with healthcare pros, patients & policymakers. 🚀
#HorizonEurope #AIinHealthcare #TrustworthyAI
#HorizonEurope #AIinHealthcare #TrustworthyAI
October 23, 2026 at 1:30 PM
📣 The #AIMSAFE communication roadmap is taking shape! Led by Jagiellonian University, WP10 is mapping audiences, channels, & messages to share our trustworthy AI results with healthcare pros, patients & policymakers. 🚀
#HorizonEurope #AIinHealthcare #TrustworthyAI
#HorizonEurope #AIinHealthcare #TrustworthyAI
Brad Smith’s talk at the International AI Summit was a carefully constructed case for Microsoft as Europe’s most trusted technology partner.
Our take: www.linkedin.com/pulse/brad-s...
#TrustworthyAI #InternationalAISummit #AIRegulation #AISafety #Europe #Microsoft
Our take: www.linkedin.com/pulse/brad-s...
#TrustworthyAI #InternationalAISummit #AIRegulation #AISafety #Europe #Microsoft
Brad Smith's talk at the International AI Summit In Dublin: Microsoft wants to be Europe’s trusted AI partner. But what is the ask?
An analysis of Brad Smith's very polished, carefully constructed talk that positioned Microsoft as Europe's trusted AI partner, while making a commercial and strategic case for Microsoft's role in Eur...
www.linkedin.com
October 18, 2026 at 12:08 PM
Brad Smith’s talk at the International AI Summit was a carefully constructed case for Microsoft as Europe’s most trusted technology partner.
Our take: www.linkedin.com/pulse/brad-s...
#TrustworthyAI #InternationalAISummit #AIRegulation #AISafety #Europe #Microsoft
Our take: www.linkedin.com/pulse/brad-s...
#TrustworthyAI #InternationalAISummit #AIRegulation #AISafety #Europe #Microsoft
🎙️ Artificial does not mean harmless.
In the einbiszwei podcast, RC Trust researcher Jessica Szczuka discusses AI-generated child sexual abuse material, its risks, and unanswered scientific questions.
🔗 rc-trust.ai/news/news-de...
#ChildProtection #TrustworthyAI
In the einbiszwei podcast, RC Trust researcher Jessica Szczuka discusses AI-generated child sexual abuse material, its risks, and unanswered scientific questions.
🔗 rc-trust.ai/news/news-de...
#ChildProtection #TrustworthyAI
October 14, 2026 at 10:51 AM
🎙️ Artificial does not mean harmless.
In the einbiszwei podcast, RC Trust researcher Jessica Szczuka discusses AI-generated child sexual abuse material, its risks, and unanswered scientific questions.
🔗 rc-trust.ai/news/news-de...
#ChildProtection #TrustworthyAI
In the einbiszwei podcast, RC Trust researcher Jessica Szczuka discusses AI-generated child sexual abuse material, its risks, and unanswered scientific questions.
🔗 rc-trust.ai/news/news-de...
#ChildProtection #TrustworthyAI
Microsoft CEO Satya Nadella urges external control & auditing for superintelligence, stating we can't treat advanced AI as "black boxes." We need systems to observe, test, and limit AI actions, especially as they handle sensitive data & critical tasks. #AI #Superintelligence #TrustworthyAI
Microsoft CEO Nadella Calls for External Audit of AI "Black Boxes"
Microsoft CEO Satya Nadella has issued a call for a fundamental reconstruction of the global AI trust architecture. As the industry approaches the era of Superintelligence, Nadella argues that the current "black box" nat…
cryptofox.news
October 11, 2026 at 10:06 AM
Microsoft CEO Satya Nadella urges external control & auditing for superintelligence, stating we can't treat advanced AI as "black boxes." We need systems to observe, test, and limit AI actions, especially as they handle sensitive data & critical tasks. #AI #Superintelligence #TrustworthyAI
The University of Cambridge, Leverhulme Centre for the Future of Intelligence is recruiting a Postdoctoral Research Associate to work on trustworthy machine learning.
mlscientist.com/postdoc-trus...
#trustworthyAI
mlscientist.com/postdoc-trus...
#trustworthyAI
October 8, 2026 at 6:05 PM
The University of Cambridge, Leverhulme Centre for the Future of Intelligence is recruiting a Postdoctoral Research Associate to work on trustworthy machine learning.
mlscientist.com/postdoc-trus...
#trustworthyAI
mlscientist.com/postdoc-trus...
#trustworthyAI
Congratulations to KMi PhD student Tanay Aggarwal on joining Amazon as an Applied Scientist II, applying his research on trustworthy AI and LLMs in industry.
@tanayaggarwal.bsky.social
👉 blog.stem.open.ac.uk/kmi-phd-stud...
#AIResearch #TrustworthyAI #LLMs #KnowledgeGraphs #AmazonScience
@tanayaggarwal.bsky.social
👉 blog.stem.open.ac.uk/kmi-phd-stud...
#AIResearch #TrustworthyAI #LLMs #KnowledgeGraphs #AmazonScience
KMi PhD student brings his research to Amazon – STEM News
Tanay Aggarwal, a PhD student at KMi, has joined Amazon as an Applied Scientist II for a 16-week internship in Seattle, where he will apply his doctoral research on artificial intelligence and informa...
blog.stem.open.ac.uk
October 7, 2026 at 8:50 AM
Congratulations to KMi PhD student Tanay Aggarwal on joining Amazon as an Applied Scientist II, applying his research on trustworthy AI and LLMs in industry.
@tanayaggarwal.bsky.social
👉 blog.stem.open.ac.uk/kmi-phd-stud...
#AIResearch #TrustworthyAI #LLMs #KnowledgeGraphs #AmazonScience
@tanayaggarwal.bsky.social
👉 blog.stem.open.ac.uk/kmi-phd-stud...
#AIResearch #TrustworthyAI #LLMs #KnowledgeGraphs #AmazonScience