Ex-Palantir founders raise $17 million for construction AI startup Dream
Andreessen Horowitz led the seed round; Dream says its model is already used on 10 projects in Texas and California.
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Stories tagged #dream
TDLM reuses past denoiser states to speed diffusion language models
On LLaDA the added modules are about 0.84% of parameters and generation is up to 7.15 times faster.
dSpark distills unmasking schedules to speed diffusion language models
On GSM8K the paper reports 10.12× and 5.12× speedups on LLaDA-8B-Instruct and Dream-7B-Instruct while keeping task quality.
Why Deterministic PRM Guidance Underperforms in Discrete Diffusion Reasoning
Deterministic PRM guidance for discrete diffusion LLMs loses to simpler ORM reranking at matched compute.
Register Tokens for Bounded-State Reasoning in Diffusion Language Models
Register tokens let diffusion language models like LLaDA and Dream carry reasoning state across cleared chunks, gaining up to 19.5 points on code.