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Tracking the latest breakthroughs, research, and deep-tech innovations.
Multimodal scaffolding, dynamic sensory translation, and the irreplaceable domain of human emotional scaffolding.
The cognitive promise and structural limits of multilingual LLMs: mother-tongue scaffolding, tokenization inequity, and cultural epistemology.
Linus Torvalds says Claude Code helped write a Linux kernel change that sped up one test three times. The result is real but narrow, and the change is not merged.
Artificial Analysis scores Muse Wonder Full at 56, level with Claude Sonnet 5.5 and behind only Claude Opus 5.5. But Meta limits the top model to Muse Code, so outsiders cannot test it fully.
From binary verification to step-level diagnosis: process supervision, neuro-symbolic verification, and the pedagogy of mathematical reasoning.
Inside the fine line between formative pedagogical feedback and generative ghostwriting, the erosion of authentic student voice, and the cognitive cost of outsourced composition.