https://codejrv.github.io/Recent content on Jibin Rajan VargheseHugoenFri, 02 Oct 2026 00:00:00 +0000https://codejrv.github.io/news/jailbreak-benchmark-v1/Fri, 02 Oct 2026 00:00:00 +0000https://codejrv.github.io/news/jailbreak-benchmark-v1/The first end-to-end MLCommons run of the methodology, with paired baseline and attack evaluation and an average Resilience Gap of 7.57%.https://codejrv.github.io/news/lvlm-societal-bias/Fri, 11 Sep 2026 00:00:00 +0000https://codejrv.github.io/news/lvlm-societal-bias/We showed how to measure societal bias in LVLMs without asking about the person in the image, so strong guardrails no longer block the evaluation. Presented at ECCV 2026.https://codejrv.github.io/news/visual-redaction/Mon, 15 Jun 2026 00:00:00 +0000https://codejrv.github.io/news/visual-redaction/We built a context-aware visual redaction pipeline: detect sensitive content, let a VLM describe the scene, then inpaint a coherent replacement for images and video.https://codejrv.github.io/news/cosmos-3/Tue, 02 Jun 2026 00:00:00 +0000https://codejrv.github.io/news/cosmos-3/A single open world foundation model that reasons across modalities and generates video, audio, and actions for Physical AI.https://codejrv.github.io/news/newsweek-ai-impact/Thu, 19 Feb 2026 00:00:00 +0000https://codejrv.github.io/news/newsweek-ai-impact/Serving as a judge in Agentic and Physical AI, recognizing teams that put AI to work with measurable impact.https://codejrv.github.io/news/jailbreak-methodology/Mon, 16 Feb 2026 00:00:00 +0000https://codejrv.github.io/news/jailbreak-methodology/We published MLCommons’ v0.7 methodology: a mechanism-first taxonomy of single-turn jailbreaks so robustness claims can be reproduced, audited, and defended, not just scored.https://codejrv.github.io/news/ailuminate-jailbreak-v05/Wed, 15 Oct 2025 00:00:00 +0000https://codejrv.github.io/news/ailuminate-jailbreak-v05/A draft benchmark that introduces the Resilience Gap: how much an AI system’s safety grade falls when the same hazards are tested under known jailbreak attacks.https://codejrv.github.io/news/cosmos-predict-2-5/Wed, 08 Oct 2025 00:00:00 +0000https://codejrv.github.io/news/cosmos-predict-2-5/Unified world prediction and high-fidelity multicontrol simulation for AV, robotics, and video analytics.https://codejrv.github.io/news/aegis-2/Wed, 15 Jan 2025 00:00:00 +0000https://codejrv.github.io/news/aegis-2/A commercially usable AI safety dataset and risks taxonomy for aligning LLM guardrails, published at NAACL 2025.https://codejrv.github.io/news/cosmos-1/Tue, 07 Jan 2025 00:00:00 +0000https://codejrv.github.io/news/cosmos-1/An open-source World Foundation Model platform for Physical AI, with diffusion and autoregressive models plus Cosmos Guardrail.https://codejrv.github.io/writing/post-6/Wed, 01 Jan 2025 00:00:00 +0000https://codejrv.github.io/writing/post-6/A curation of 10 areas where work would advance the state-of-art of AI safety, that we all could share a commitment towards working on in 2025.https://codejrv.github.io/news/ailuminate-v1/Wed, 04 Dec 2024 00:00:00 +0000https://codejrv.github.io/news/ailuminate-v1/A shared, industry-standard way to grade how AI systems handle prompts across 12 hazard categories, from the MLCommons AI Risk and Reliability working group.https://codejrv.github.io/writing/post-5/Thu, 10 Oct 2024 00:00:00 +0000https://codejrv.github.io/writing/post-5/An experiment in visualizing cities lost to time, from their descriptions in historical or mythologic literature.https://codejrv.github.io/writing/post-2/Tue, 25 Jan 2022 00:00:00 +0000https://codejrv.github.io/writing/post-2/The world’s largest democracy has a problem. There are 51 million pending lawsuits, some of them pending for over 30 years. Could AI be the solution?https://codejrv.github.io/writing/post-3/Tue, 25 Jan 2022 00:00:00 +0000https://codejrv.github.io/writing/post-3/Companies with legacy automation need to seek out and deploy grab-and-go AI solutionshttps://codejrv.github.io/projects/music-map/Tue, 25 Jan 2022 00:00:00 +0000https://codejrv.github.io/projects/music-map/Learn more about the first attempt at producing a visual and interactive map of music at a full song collection scale.https://codejrv.github.io/writing/post-4/Tue, 25 Jan 2022 00:00:00 +0000https://codejrv.github.io/writing/post-4/A collection of time saving tips and tricks I have gathered over the years, that helps me develop code 2X faster than many peers.https://codejrv.github.io/news/disaster-management-uavs/Thu, 21 Jan 2021 00:00:00 +0000https://codejrv.github.io/news/disaster-management-uavs/We published a book chapter on how UAV swarms can cover disaster terrain, dispatch resources, and restore communications so rescue teams can reach survivors in the first hours after a catastrophe.https://codejrv.github.io/news/musicmapp/Mon, 15 Oct 2018 00:00:00 +0000https://codejrv.github.io/news/musicmapp/We presented MusicMapp at ACM Multimedia 2018: the first large-scale interactive point-cloud of full-length songs, built from a custom Deep CRNN, with personalized exploration and social sharing.https://codejrv.github.io/career/Mon, 01 Jan 0001 00:00:00 +0000https://codejrv.github.io/career/https://codejrv.github.io/research/Mon, 01 Jan 0001 00:00:00 +0000https://codejrv.github.io/research/