news
| Mar 03, 2026 | Signed an MOU with Grepp (CEO Samuel Sung-Soo Lim) to explore hardware-based camera authentication for online exam proctoring.  Read more about it here. |
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| Feb 21, 2026 | Accepted to AttentionX Cohort VII! You can read my application here. |
| Dec 06, 2025 | Following the angel investment from Kay Kyungsik Woo (founder & CEO of MVL Foundation), I have started recruiting a hardware engineer co-founder for mutual. We are building a hardware-rooted content authenticity infrastructure (SRA, Signing Right Away) that signs camera sensor data at the moment of capture. If you are interested, or know someone who might be a good fit, please see the detailed description here: Co-Founder (Hardware Engineer) — mutual. |
| Nov 06, 2025 | After presenting SRA and the mutual vision on November 4, 2025, I received an angel investment decision on November 6, 2025, from Kay Kyungsik Woo (founder & CEO of MVL Foundation, the company behind TADA). If you’re curious about the vision and technical details, you can read Introducing mutual and the whitepaper (PDF) Signing Right Away. |
| Oct 05, 2025 | Published the full whitepaper on “Signing Right Away” - an updated version incorporating lessons from hardware prototyping and strategic insights on ecosystem alignment.  |
| Sep 17, 2025 | Our paper “Q-Guided Flow Q-Learning” has been accepted to CoRL 2025 Workshop RemembeRL! |
| May 02, 2025 | New essay published: “AI, Science, and the Humanities” - exploring the essential role of humanities in AI research and the evolution of human-AI coexistence.  |
| Feb 07, 2025 | Presented “Exploring the Structure and Hyperparameters of a DQN Model for Penetration Testing on Large-Scale Networks” at the Korean Institute of Communications and Information Sciences (KICS) Symposium. |
| Nov 28, 2024 | Our paper “Preventing Model and Data Poisoning Attacks on Military AI Systems via Supply Chain Verification Techniques” was presented at the Conference on Information Security and Cryptography Winter 2024 (CISC-W). |
| May 26, 2024 | Published the original whitepaper on “Signing Right Away” - proposing a hardware-rooted trust architecture for verifiable digital provenance to combat AI-generated fake content. |
| May 15, 2020 | Selected as a Finalist at the International Science and Engineering Fair (ISEF) 2020 for research on real-time feedback system for forward head posture using markerless skeletal tracking!  |