Riverside announced it has crossed $100M ARR. The post lists 2.3 million creators, 16M+ guests, 40M+ conversations, and that 42% of Apple’s top 100 podcasts use Riverside.
Key points
ARR: $100M reached
42% of Apple’s top 100 podcasts use Riverside
Sources
Neural Thickets – random logit bias matches weight perturbations gains
Neural Thickets perturbs every weight of a language model, keeps the best copies on a small labeled set, and lets them vote. A random bias added only to the output logits, leaving all other weights unchanged, matches or exceeds those gains across a diverse set of tasks.
Key points
Random bias on output logits, with all other weights unchanged, matches or exceeds gains from full weight perturbations.
Neural Thickets selects copies that score best on a small labeled set and uses voting.
Sources
Lumens LightPads launch with 16 pads, zero wiring
Lumens LightPads are now live, offering a Halloween-themed lighting experience. Tap a pad to trigger Hue lights, with 16 pads and no wiring required.
Key points
Product: Lumens LightPads are live.
Feature: 16 pads, zero wiring.
Sources
SingSync entry for open-source challenge released
SingSync is an entry for the open-source challenge that generates a potential full-length music video from one character image, one scene image and one sentence. It is built on ComfyUI using open-weight models and MIT-licensed code.
Key points
Built on ComfyUI, open-weight models, MIT-licensed code.
One character image, one scene image, one sentence can produce a full-length music video with an original song.
Sources
- Original post
- github.com - Linked in the post


