From 8a885003bd9d6a1e04d60c299e6c4e257b4b3670 Mon Sep 17 00:00:00 2001 From: Shaowei Lin Date: Mon, 14 Oct 2024 12:17:36 -0700 Subject: [PATCH] add talks --- extra/public/20240508-chapman.pdf | Bin 0 -> 1843702 bytes extra/public/20240522-far.pdf | Bin 0 -> 1914328 bytes extra/public/20240924-berkeley.pdf | Bin 0 -> 2449482 bytes ...rrect-by-construction-not-by-generation.md | 17 +++++++++++++++++ ...eps-towards-safe-sociotechnical-systems.md | 17 +++++++++++++++++ .../2024-09-24-safety-by-shared-synthesis.md | 17 +++++++++++++++++ 6 files changed, 51 insertions(+) create mode 100644 extra/public/20240508-chapman.pdf create mode 100644 extra/public/20240522-far.pdf create mode 100644 extra/public/20240924-berkeley.pdf create mode 100644 posts/2024-05-08-ai-assisted-coding-correct-by-construction-not-by-generation.md create mode 100644 posts/2024-05-22-formal-ai-assisted-code-specification-and-synthesis-concrete-steps-towards-safe-sociotechnical-systems.md create mode 100644 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b/posts/2024-05-08-ai-assisted-coding-correct-by-construction-not-by-generation.md new file mode 100644 index 0000000..1d4ae90 --- /dev/null +++ b/posts/2024-05-08-ai-assisted-coding-correct-by-construction-not-by-generation.md @@ -0,0 +1,17 @@ +--- +date: 2024-05-08 +excerpts: 2 +--- + +# AI-assisted coding: correct by construction, not by generation + +## Abstract + +Atlas and Topos has been working on a roadmap for AI-assisted code specification and synthesis. The thesis is that formal verification (FV) is our best bet for protecting our sociotechnical systems, especially from human-led and/or AI-enabled attacks. Formal AI-assisted coding could make FV widespread and turn the tide in favor of defense. The roadmap describes concrete projects towards that goal. In this talk, I will discuss various components of the roadmap and show simple demos of what language models can do out of the box. I will also dive into correct-by-construction code synthesis, and how that it preferable to token-by-token code generation. + +## Details +[Topos-Chapman Workshop](https://blogs.chapman.edu/scst/announcement/chapman-university-to-partner-with-topos-institute/) + +[Video](https://www.youtube.com/watch?v=rHY7nboIyBg) + +[Slides](https://w3id.org/people/shaoweilin/public/20240508-chapman.pdf) diff --git a/posts/2024-05-22-formal-ai-assisted-code-specification-and-synthesis-concrete-steps-towards-safe-sociotechnical-systems.md b/posts/2024-05-22-formal-ai-assisted-code-specification-and-synthesis-concrete-steps-towards-safe-sociotechnical-systems.md new file mode 100644 index 0000000..c0e1066 --- /dev/null +++ b/posts/2024-05-22-formal-ai-assisted-code-specification-and-synthesis-concrete-steps-towards-safe-sociotechnical-systems.md @@ -0,0 +1,17 @@ +--- +date: 2024-05-22 +excerpts: 2 +--- + +# Formal AI-assisted code specification and synthesis: concrete steps towards safe sociotechnical systems + +## Abstract + +Atlas and Topos has been working on a roadmap for AI-assisted code specification and synthesis. The thesis is that formal verification (FV) is our best bet for protecting our sociotechnical systems, especially from human-led and/or AI-enabled attacks. Formal AI-assisted coding could make FV widespread and turn the tide in favor of defense. The roadmap describes concrete projects towards that goal. In this talk, I will discuss various components of the roadmap and show simple demos of what language models can do out of the box. I will also dive into correct-by-construction code synthesis, and how that it preferable to token-by-token code generation. + +## Details +[FAR Seminar](https://far.ai/labs/#:~:text=FAR%20Seminar,Labs%20community.) + +[Video](https://www.youtube.com/watch?v=HDvN14dvy2g) + +[Slides](https://w3id.org/people/shaoweilin/public/20240522-far.pdf) diff --git a/posts/2024-09-24-safety-by-shared-synthesis.md b/posts/2024-09-24-safety-by-shared-synthesis.md new file mode 100644 index 0000000..af20954 --- /dev/null +++ b/posts/2024-09-24-safety-by-shared-synthesis.md @@ -0,0 +1,17 @@ +--- +date: 2024-09-24 +excerpts: 2 +--- + +# Safety by shared synthesis + +## Abstract + +Today, critical infrastructure is vulnerable to both malicious attacks and unintended failures, and these risks are expected to grow in the foreseeable future. Deploying formal verification (FV) across critical cyber physical systems would dramatically improve safety and security, but has historically been too costly to use outside the simplest or most critical subsystems. AI could allow widespread use of FV in years not decades, shifting cyber risks strongly in favor of defense. In this talk, I will outline our report with Atlas Computing on AI-enabled tools for scaling formal verification (https://atlascomputing.org/ai-assisted-fv-toolchain.pdf). I will also discuss some lessons that I learnt along the way, especially about shared synthesis - the collaborative construction of formal specifications, implementations and proofs. + +## Details +[Topos Berkeley Semimar](https://topos.site/events/berkeley-seminar/index.html) + +[Video](https://youtu.be/N1qZhOU5OWo) + +[Slides](https://w3id.org/people/shaoweilin/public/20240924-berkeley.pdf)

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