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| | license: cc-by-4.0 |
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| | # The Misdirection of Frontier Models: Talk Slides for NYU-KAIST Workshop on Frontier AI Governance |
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| | This repository contains the [slides](https://huggingface.co/datasets/yjernite/frontier-misdirection-talk/resolve/main/Misdirection_frontier_models_2026.pdf) |
| | for my talk at the [NYU-KAIST Summit on Building Governance Infrastructure for Frontier AI,](https://www.koreatimes.co.kr/business/tech-science/20260209/kaist-nyu-summit-on-ai-governance) |
| | on 2/6/2026. |
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| | ## Abstract |
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| | ๐๐ ๐จ๐ฐ๐ท๐ฆ๐ณ๐ฏ๐ข๐ฏ๐ค๐ฆ ๐ค๐ฐ๐ฏ๐ท๐ฆ๐ณ๐ด๐ข๐ต๐ช๐ฐ๐ฏ๐ด ๐ต๐ฆ๐ฏ๐ฅ ๐ต๐ฐ ๐ง๐ฐ๐ค๐ถ๐ด ๐ฐ๐ฏ "๐ง๐ณ๐ฐ๐ฏ๐ต๐ช๐ฆ๐ณ" ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ๐ดโ๐ด๐บ๐ด๐ต๐ฆ๐ฎ๐ด ๐ข๐ด๐ด๐ถ๐ฎ๐ฆ๐ฅ ๐ต๐ฐ ๐ฃ๐ฆ ๐ง๐ข๐ณ ๐ข๐ฉ๐ฆ๐ข๐ฅ ๐ช๐ฏ ๐ฑ๐ฆ๐ณ๐ง๐ฐ๐ณ๐ฎ๐ข๐ฏ๐ค๐ฆ ๐ข๐ฏ๐ฅ ๐ค๐ข๐ฑ๐ข๐ฃ๐ช๐ญ๐ช๐ต๐ช๐ฆ๐ด, ๐ช๐ฎ๐ฑ๐ญ๐ช๐ค๐ช๐ต๐ญ๐บ ๐ต๐ฉ๐ฆ ๐ญ๐ข๐ณ๐จ๐ฆ๐ด๐ต ๐ข๐ฏ๐ฅ ๐ฎ๐ฐ๐ด๐ต ๐ฆ๐น๐ฑ๐ฆ๐ฏ๐ด๐ช๐ท๐ฆ. |
| | ๐๐ฆ๐ค๐ฆ๐ฏ๐ต ๐ฅ๐ฆ๐ท๐ฆ๐ญ๐ฐ๐ฑ๐ฎ๐ฆ๐ฏ๐ต๐ด ๐ค๐ฉ๐ข๐ญ๐ญ๐ฆ๐ฏ๐จ๐ฆ ๐ต๐ฉ๐ช๐ด ๐ง๐ณ๐ข๐ฎ๐ช๐ฏ๐จ: ๐ฐ๐ฑ๐ฆ๐ฏ-๐ธ๐ฆ๐ช๐จ๐ฉ๐ต ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ๐ด ๐ต๐ณ๐ข๐ช๐ฏ๐ฆ๐ฅ ๐ง๐ฐ๐ณ ๐ด๐ช๐จ๐ฏ๐ช๐ง๐ช๐ค๐ข๐ฏ๐ต๐ญ๐บ ๐ญ๐ฆ๐ด๐ด ๐ฏ๐ฐ๐ธ ๐ฎ๐ข๐ต๐ค๐ฉ ๐ต๐ฉ๐ฆ ๐ฑ๐ณ๐ช๐ค๐ช๐ฆ๐ด๐ต ๐ง๐ญ๐ข๐จ๐ด๐ฉ๐ช๐ฑ ๐ค๐ฐ๐ฎ๐ฎ๐ฆ๐ณ๐ค๐ช๐ข๐ญ ๐ฐ๐ง๐ง๐ฆ๐ณ๐ช๐ฏ๐จ๐ด' ๐ฑ๐ฆ๐ณ๐ง๐ฐ๐ณ๐ฎ๐ข๐ฏ๐ค๐ฆ ๐ข๐ค๐ณ๐ฐ๐ด๐ด ๐ฃ๐ฆ๐ฏ๐ค๐ฉ๐ฎ๐ข๐ณ๐ฌ๐ด, |
| | ๐ข๐ฏ๐ฅ ๐ฆ๐ท๐ฆ๐ฏ ๐ด๐ฎ๐ข๐ญ๐ญ๐ฆ๐ณ ๐ข๐ญ๐ต๐ฆ๐ณ๐ฏ๐ข๐ต๐ช๐ท๐ฆ๐ด ๐ข๐ฑ๐ฑ๐ณ๐ฐ๐ข๐ค๐ฉ ๐ต๐ฉ๐ฆ๐ด๐ฆ ๐ฐ๐ฏ ๐ด๐ฑ๐ฆ๐ค๐ช๐ง๐ช๐ค ๐ข๐ฑ๐ฑ๐ญ๐ช๐ค๐ข๐ต๐ช๐ฐ๐ฏ๐ด. ๐๐ฅ๐ฎ๐ช๐ต๐ต๐ฆ๐ฅ๐ญ๐บ, ๐ต๐ฉ๐ฆ๐ด๐ฆ ๐ฏ๐ถ๐ฎ๐ฃ๐ฆ๐ณ๐ด ๐ฅ๐ฐ๐ฏ'๐ต ๐ค๐ข๐ฑ๐ต๐ถ๐ณ๐ฆ ๐ฆ๐ท๐ฆ๐ณ๐บ๐ต๐ฉ๐ช๐ฏ๐จ: ๐ถ๐ด๐ฆ๐ณ๐ด ๐ค๐ฐ๐ฏ๐ต๐ช๐ฏ๐ถ๐ฆ ๐ค๐ฉ๐ฐ๐ฐ๐ด๐ช๐ฏ๐จ ๐ฑ๐ณ๐ฐ๐ฑ๐ณ๐ช๐ฆ๐ต๐ข๐ณ๐บ ๐ด๐บ๐ด๐ต๐ฆ๐ฎ๐ด ๐ฐ๐ท๐ฆ๐ณ ๐ค๐ฉ๐ฆ๐ข๐ฑ๐ฆ๐ณ ๐ฐ๐ฑ๐ต๐ช๐ฐ๐ฏ๐ด. |
| | ๐๐ฉ๐ฆ ๐ฎ๐ฐ๐ด๐ต ๐ญ๐ช๐ฌ๐ฆ๐ญ๐บ ๐ฆ๐น๐ฑ๐ญ๐ข๐ฏ๐ข๐ต๐ช๐ฐ๐ฏ ๐ช๐ด ๐ต๐ฉ๐ฆ ๐ต๐ณ๐ช๐ญ๐ญ๐ช๐ฐ๐ฏ๐ด ๐ฐ๐ง ๐ต๐ฐ๐ฌ๐ฆ๐ฏ๐ด ๐ฐ๐ง ๐ถ๐ด๐ฆ๐ณ ๐ฅ๐ข๐ต๐ข ๐ค๐ฐ๐ฎ๐ฎ๐ฆ๐ณ๐ค๐ช๐ข๐ญ ๐ฑ๐ณ๐ฐ๐ท๐ช๐ฅ๐ฆ๐ณ๐ด ๐ข๐ฎ๐ข๐ด๐ด; ๐ข๐ฏ๐ฅ ๐ถ๐ด๐ฆ ๐ต๐ฐ ๐ง๐ถ๐ณ๐ต๐ฉ๐ฆ๐ณ ๐ต๐ณ๐ข๐ช๐ฏ ๐ต๐ฉ๐ฆ๐ช๐ณ ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ๐ด. |
| | ๐๐ฐ๐ฏ๐ด๐ฆ๐ฒ๐ถ๐ฆ๐ฏ๐ต๐ญ๐บ, ๐ข๐ฅ๐ฅ๐ณ๐ฆ๐ด๐ด๐ช๐ฏ๐จ "๐ข๐ฅ๐ท๐ข๐ฏ๐ค๐ฆ๐ฅ" ๐๐ ๐ณ๐ช๐ด๐ฌ๐ด ๐ธ๐ช๐ญ๐ญ ๐ณ๐ฆ๐ฒ๐ถ๐ช๐ณ๐ฆ ๐ง๐ฐ๐ค๐ถ๐ด๐ช๐ฏ๐จ ๐ฐ๐ฏ ๐ต๐ฉ๐ฆ ๐ช๐ฏ๐ค๐ฆ๐ฏ๐ต๐ช๐ท๐ฆ๐ด ๐ข๐ฏ๐ฅ ๐ค๐ฐ๐ฏ๐ด๐ฆ๐ฒ๐ถ๐ฆ๐ฏ๐ค๐ฆ๐ด ๐ฐ๐ง ๐ต๐ฉ๐ฆ๐ด๐ฆ ๐ฅ๐ข๐ต๐ข ๐ฑ๐ณ๐ข๐ค๐ต๐ช๐ค๐ฆ๐ด ๐ณ๐ข๐ต๐ฉ๐ฆ๐ณ ๐ต๐ฉ๐ข๐ฏ ๐ซ๐ถ๐ด๐ต ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ ๐ด๐ค๐ข๐ญ๐ฆ ๐ข๐ฏ๐ฅ ๐ฆ๐ท๐ข๐ญ๐ถ๐ข๐ต๐ช๐ฐ๐ฏ ๐ฎ๐ฆ๐ต๐ณ๐ช๐ค๐ด. |
| |
|
| | Cite as: |
| | ``` |
| | @misc{jernite2026misdirection, |
| | author = {Jernite, Yacine}, |
| | title = {The Misdirection of Frontier Models: A Technical and Ecosystem View of Advanced {AI} in 2026}, |
| | howpublished = {Talk slides, NYU-KAIST Summit on Building Governance Infrastructure for Frontier AI}, |
| | year = {2026}, |
| | month = {Feb}, |
| | doi = {10.57967/hf/7789}, |
| | url = {https://huggingface.co/datasets/yjernite/frontier-misdirection-talk/resolve/main/Misdirection_frontier_models_2026.pdf} |
| | } |
| | ``` |
| |
|
