#AdversarialTesting
Learning‑Based Testing (LBT) merges mutation testing to rank adversarial inputs; results show it outperforms baselines, achieving significantly faster detection. https://getnews.me/learning-based-testing-prioritizes-adversarial-inputs-for-robust-ai/ #adversarialtesting #machinelearning
September 30, 2025 at 4:19 PM
Recent research update:
Can a handful of plausible nucleotide edits trip a genomic foundation models? Yes. Can we harden it without losing accuracy? Also yes. GA-based attacks + iterative fine tuning. Results inside:
www.lesswrong.com/posts/3zh4nn...

#robustness #adversarialtesting
Enhancing Genomic Foundation Model Robustness through Iterative Black-Box Adversarial Training — LessWrong
Overview Frontier Large language foundation models changed how we process text, and a similar idea is transforming biology. Genomic foundation models…
www.lesswrong.com
October 14, 2025 at 10:13 PM
I thought I was done with writing for the week, but I couldn't resist sneaking in another blog post.

Today I was working on upgrading the #SUGCON sites to #Sitecore #ContentSDK v2, and did it all in < 1hr.

All with a bit of help from #AI and the #AdversarialTesting feature in the #Copilot #CLI 🚀
I upgraded the SUGCON sites to Content SDK v2 in under 1hr
Just a quick blog post about a win I just had. I blogged last month about the process of upgrading the SUGCON sites from JSS to the Content SDK, and how the sites had been a bit neglected and were run...
robearlam.com
April 2, 2026 at 3:18 AM
Red Teaming AI Models: Practical Playbook for Product Teams
beefed.ai
May 11, 2026 at 12:07 AM
🎄 On the 8th day of Content, #Salesforce OEHU shared w/ me… the art of #adversarialTesting!

🎁 #Diverse & #Ethical Product Testing: How Salesforce Builds #Trust in Agentforce. "Trust Testing" incorporates diverse perspectives & ensures #AI serves everyone equitably
www.salesforce.com/news/stories...
Diverse and Ethical Product Testing: How Salesforce Builds Trust in Agentforce
Trust Testing — a methodology specifically designed to address the complexities of agentic AI — focuses on systematically uncovering and addressing subtle
www.salesforce.com
December 12, 2024 at 5:52 PM