Setting the Stage

“What does the systems research landscape change when you start writing things in Rust? What are the most important open research challenges for software written in Rust?”

• GC is now a thing if you write go
• Lots of debugging tools were shaped by pointers, etc.

Lectures

• SU-CS340R APR02024

(Ruth et al., n.d.)

One-Liner

Governments’ security guidance lack overall consensus in both formatting as well as actual practice; we find this out using treeeeees.

Novelty

• new tree similarity mechanism similar to edit distance
• first hand-labeled ontological dataset for security guidance

Notable Methods

1. download security guidance
2. label guidance into multi-level controls
3. tree distance metric for similarity

an operations research linear solution system

see simplex algorithm

DOI: 10.3389/fcomp.2021.624594

(Sadeghian, Schaffer, and Zahorian 2021)

One-Liner

Using a genetic algorithm, picked features to optimize fore; achieved \(94\%\) with just MMSE data alone (ok like duh me too). Developed ASR tool to aid.

Novelty

• Developed an ASR methodology for speech, complete with punctuations
• Used a genetic algorithm to do feature selection; NNs performed worse because “space is smaller???”

Notable Methods

Used a GRU to insert punctuations

The paper leveraged the nuke that is a bidirectional GRU, ATTENTION,

challenges of autonomous driving

the world is messy—robo-taxies would be confused

It seems like an increasing trend to do data argumentation with generative approaches.

safety standards

ISO 26262

how to do it , instead of what to do

• functional safety standard
• methods about testing and processes

ISO 21448

intended functionality

• scenario based analysis of hazardous situations—“triggering conditions” => “mitigations” shown below
• identification and mitigation of functional insufficiencies
• (requires?) the discovering of unknown unknowns with mitigations

Safety and AI

the actual safety challenges