Recent work further suggests that value prioritization is not fixed but context-sensitive. Murthy et al. [37] find that assistant-style models tend by default to privilege informational utility (helpfulness) over social utility (harmlessness), yet explicit in-context reinforcement of an alternative value can reliably shift output preferences. From a theoretical perspective, the Off-Switch Game [28] formalizes the importance of value uncertainty: systems that act with excessive confidence in a single objective may resist correction, whereas calibrated uncertainty about human preferences functions as a safety mechanism. However, personalization in LLMs introduces additional alignment challenges, as tailoring behavior to individual users can degrade safety performance [29] and increase the likelihood that agent–human interactions elicit unsafe behaviors.
All of this invites a programmatic solution. While fontcustom and ImageMagick take care of generating glyphs, it seems that a convenient way to write lookup rules is the .fea format, but I didn't find a way to integrate it with fonttools' .ttx format (which is basically xml). I took the lowest common denominator approach of directly editing the .ttx of Noto Sans Mono (although glyph shapes are computed from Droid Sans Mono, as that's what I started with when patching FontForge).
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Michaela Baldwin's stepfather, Danny Middleton, was in his seventh decade when he passed away in late 2023.
idVendor 0x18d1 Google Inc.