#AIvalidation
Seeing the #AI hype, my engineering reminds me:
The numerical methods underneath simulation & AI aren't magic. They have limitations. Relying solely on the 'black box' without expert #validation invites fatal flaws.
We need expertise integrated with AI, not replaced by it.
#AIpitfall #AIvalidation
April 13, 2025 at 10:06 AM
Cloud Range launched AI Validation Range and AI Readiness Framework to test AI agents in realistic SOC and adversary scenarios, exposing failure modes, access risks, and limits on autonomy before operational use. #CloudRange #AIValidation #AIRange
Cloud Range Lets SOCs Benchmark AI Agents Against Human Defenders
Cloud Range has launched its AI Validation Range and AI Readiness Framework to help organizations test AI models and agents in realistic, adversarial environments before granting them operational responsibility. The framework focuses on proving how AI behaves under pressure, defining where human oversight is still needed, and continuously revalidating readiness as systems and threats change. #CloudRange #AIValidationRange #AIReadinessFramework #DebbieGordon
www.hendryadrian.com
September 24, 2026 at 8:00 PM
August 10, 2025 at 11:30 PM
Renee Ho reveals that her lab extracted a staggering 12 terabytes of data last year, but warns that using AI in forensic analysis poses serious validation challenges.

Learn more here

#OnondagaCounty #NY #AIValidation #CitizenPortal #CybersecurityCollaboration #DigitalEvidence
Director cautions against immediate AI use in forensic analysis, stresses validation and interagency IT safeguards
Renee Ho told legislators the lab is exploring AI for administrative tasks but warned that adopting AI for technical forensic analysis raises validation and courtroom-testimony problems; she also said digital evidence volume is large (about 12 terabytes extracted last year) and data security depends on multiagency coordination.
citizenportal.ai
August 26, 2026 at 10:29 AM
Breaking: General-purpose AI chatbots significantly outperform specialized clinical AI tools on real physician questions, according…

#AIvalidation #Artificialintelligence #ClinicalAI #Healthcaretechnology #Physiciantools

#AIvalidation #Artificialintelligence #ClinicalAI #Healthcaretechnology #P…
General-Purpose AI Outperforms Specialized Clinical Tools
Breaking: General-purpose AI chatbots significantly outperform specialized clinical AI tools on real physician questions, according… #AIvalidation #Artificialintelligence #ClinicalAI #Healthcaretechnology #Physiciantools
news.gmj.ge
July 12, 2026 at 1:52 AM
Eduard Kuric explains the importance of context in creating relevant follow-up questions for AI in unmoderated usability testing. Validation of AI capabilities is crucial. AI in testing offers potential and risks. #usabilitytesting #AIvalidation. https://smashingmagazine.com/2025/02/human-centered-…
Human-Centered Design Through AI-Assisted Usability Testing: Reality Or Fiction? — Smashing Magazine
Eduard Kuric discusses the significance and role of context in the creation of relevant follow-up questions for unmoderated usability testing, how an AI tasked with interactive follow-up should be validated for its capability to incorporate such context, and what the potential — along with the risks — of AI interaction in usability testing.
smashingmagazine.com
February 21, 2025 at 12:43 AM
Aptori enhances its Runtime-Driven Validation Platform with autonomous offensive testing that simulates real-world attacks, delivering AI-driven fixes to speed up vulnerability remediation in enterprise environments. #OffensiveTesting #AIValidation
Aptori expands its platform with autonomous offensive testing to reduce security bottlenecks
Aptori expanded its Runtime-Driven Validation Platform with autonomous offensive testing that simulates real-world attacks at runtime to validate vulnerabilities and provide AI-driven remediation within development workflows. Early deployments report reduced remediation backlogs and faster fixes while supporting enterprise needs like on-premises and air-gapped deployments. #Aptori #AISecurityCenter
www.hendryadrian.com
April 27, 2026 at 10:00 AM
Healthcare Innovation Needs Proof
🧪 Mindstrong’s AI-driven mental health tracking lacked clinical validation. In healthcare, evidence beats hype.
🔗 startupobituary.com/p/mindstrong
HealthTech #AIValidation #StartupLessons
April 2, 2025 at 12:13 AM
Healthcare Innovation Needs Proof
🧪 Mindstrong’s AI-driven mental health tracking lacked clinical validation. In healthcare, evidence beats hype.
🔗 startupobituary.com/p/mindstrong
#HealthTech #AIValidation #StartupLessons
March 27, 2025 at 3:57 AM
Healthcare Innovation Needs Proof
🧪 Mindstrong’s AI-driven mental health tracking lacked clinical validation. In healthcare, evidence beats hype.
🔗 startupobituary.com/p/mindstrong
#HealthTech #AIValidation #StartupLessons
Startup Obituary : Mindstrong
How a Visionary Startup Aimed to Revolutionize Care with Digital Biomarkers, Only to Face Challenges and Closure
startupobituary.com
March 21, 2025 at 5:23 PM
In 2025, my most meaningful relationships are with holograms.
At least AI pretends to care.🙃
👾👇
#FutureFeels #Sarcasm #AIValidation
July 6, 2025 at 12:23 PM
AI hallucinations, especially in healthcare and finance, pose significant risks by fabricating facts with confidence. Building layered validation frameworks and embracing uncertainty-aware design are crucial to safeguarding truth in the age of generative AI.
When the Machine Lies: Building Defences Against AI's Most Dangerous Flaw
AI hallucinations, especially in healthcare and finance, pose significant risks by fabricating facts with confidence. Building layered validation frameworks and embracing uncertainty-aware design are crucial to safeguarding truth in the age of generative AI. #HumanInTheLoop #AIBias #AIValidation #AISafety
smarterarticles.co.uk
September 25, 2025 at 10:01 AM
Real AI or expensive scripts?

Most vendors fail this 4-question test.

If they can't confirm all four, you're paying AI prices for glorified automation.

Validate the architecture before procurement signs. kogents.ai

#AIValidation #EnterpriseAI
January 27, 2026 at 6:09 PM
Designers need a reality check on AI limits, while analysts must double-check every model. Enterprise teams that train and validate now avoid costly surprises. Ready to future-proof your AI workflow? #EnterpriseAI #AIValidation #ProductDesign

🔗 aidailypost.com/news/enterpr...
March 15, 2026 at 4:14 PM
May 26, 2025 at 8:01 PM
Dynamic CSPM by Upwind integrates AI-based validation and external reachability checks to ensure cloud assets are truly secure. Real-time, evidence-driven risk intelligence. #CloudExposure #AIValidation https://www.helpnetsecurity.com/2025/10/30/upwind-exposure-validation-engine/
December 5, 2025 at 11:00 AM
Deepfakes are proliferating fast. Two techs – C2PA cryptographic provenance and AI watermarking – are emerging as potential shields. Complementary, not rivals. But neither alone solves trust. Big hurdles: adoption complexity & the screenshot vulnerability gap. #Deepfakes #AIValidation
December 22, 2025 at 5:02 PM
🚀 Watch the second #CHAI seminar on YouTube now!

If you were unable to make it, check out this engaging and thought provoking seminar on #AIregulation, #AIvalidation, #AdaptiveAI, and #CausalAI, and subscribe to the channel to stay up to date with future CHAI seminars!
CHAI Seminar #2 - Regulating AI for Healthcare: Developments, Challenges and Prospects
YouTube video by CHAI Hub
www.youtube.com
May 23, 2025 at 10:52 AM
August 11, 2025 at 2:51 AM
August 10, 2025 at 10:22 PM
August 10, 2025 at 10:17 PM
Achieve optimal AI performance. Proactive quality assurance is the key to minimizing risk. #aivalidation #riskmitigation
November 12, 2025 at 9:58 AM