semfont is a small library that analyzes plain text and maps semantic signals to typography to make prose easier to scan. It computes four per-word scores: valence (good/bad, -1 to 1) adjusted by nearby negators (reach ~3 words, with damping) and intensifiers; salience (0-1) from corpus rarity plus repetition within the passage; surprise (0-1) from explicit cue words, contrast windows (six words after a contrast, decaying with distance), and words much rarer than the passage mean; and certainty (−1 to 1) from hedge and assertion words, with hedges propagating ~55% to the rest of the sentence. Those scores are mapped to visual axes (valence→color, salience→weight, surprise→highlight, certainty→slant) with thresholds so most words remain untouched.
A second, clause-aware pass resolves longer-range phenomena: negators reach to clause end with distance-based fading; verbs like fixed mark following tokens as resolved; sarcasm and comparative patterns get special cases. The engine exposes analyze() for token scores and a styleFor/themes layer to produce CSS, plus a React SemanticText component for streaming chat UIs. It’s lightweight enough to run client-side via an import map/CDN and is intended for live AI streams; imperfections are expected and future work targets sarcasm, embedded-clause negation, and domain vocabularies. Code and demo live at github.com/RohanAdwankar/semfont.
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LibreOffice cannot display some Microsoft Office charts due to incompatibilities in how the two programs handle chart formats. A LibreOffice developer explained the technical reasons behind this limitation. (neowin.net)
Flathub updated its policy to ban applications containing AI-generated or AI-assisted content, including code and documentation, effectively blocking many developers from distributing their apps. The policy is criticized for being unclear, overly broad, and unfairly punishing transparency, especially for open-source projects using AI tools during development. (grigio.org)
Igalia, a company founded by ten engineers in 2001 without investors or managers, has maintained a fully open and owner-driven model for 25 years. The company has contributed significantly to open source projects like WebKit and GNOME, focusing on web rendering and browser technology. (igalia.com)
Traffic signals regulate the flow of vehicles, bikes, and pedestrians at intersections to improve safety and efficiency. Managing right-of-way involves complex considerations to balance safety, capacity, and environmental impact. (practical.engineering)
Many everyday TikTokers are earning up to $6,000 per month by posting stealth advertisements without clearly disclosing their sponsorships. This practice involves covertly promoting products, raising concerns about ethical marketing on social media platforms. (wsj.com)
Vellum is a diagram editor designed for fast, high-quality architecture diagrams, storing data in YAML and supporting diagram-as-code elements. It aims to combine the speed of a whiteboard with the detail needed for formal documentation. (vellum.blueprintr.io)
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