Legal AI works, but ROI is hard to find
Read original source →artificiallawyer.com
Caddi CEO Alejandro Castellano argues legal AI's return is real but hidden in the business of law, not billable practice. Firms keep only ~75% of nominal revenue after utilization, realization, and collection losses.
People · Alejandro Castellano
1 source
More stories today
Zero-setup SSH tool lets users chat with open models
Adrien Carreira·1 hour ago
ComfyUI update breaks GGUF, INT8 and LoRAs with shape mismatch errors
A recent ComfyUI commit (0752bcb / PR #16816) crashes workflows on MiniMax, LTX and newer models with "Linear.forward() got an unexpected keyword argument 'input_act'" or a mat1/mat2 shape error (2623x28672).
r/ComfyUI·1 hour ago
Apple introduces Normalizing Trajectory Models for few-step generation
NTM models each reverse diffusion step as a conditional normalizing flow with exact likelihood training, matching or beating image generation baselines in four sampling steps. A lightweight denoiser self-distilled from the model's own score function produces the four-step samples.
Apple ML Research·1 hour ago
Stack-chan robot taught to drive with ACT policy and Robium skills
A hobbyist added a LEGO motor hub and wheels to an M5Stack Stack-chan, recorded driving demonstrations, and trained an ACT policy that learned to follow a line in supervised trials.
r/robotics·1 hour ago
Open Env Arena launches for RL environment agents
Ben Burtenshaw·2 hours ago
Weaviate launches Engram plugin for persistent Claude Code memory
Engram gives Claude Code long-term memory that isn't tied to any one repo or session, recalling past changes across codebases. Install once and it catches the layer of work history that never makes it into a CLAUDE.md.
Weaviate Blog·2 hours ago
Cohere opens new Ottawa office
Cohere expanded its Canadian footprint with a new Ottawa office, announced in an Oct 8, 2026 blog post. The same blog index lists North 2, an enterprise AI platform, and an Oct 5, 2026 PwC partnership.
Cohere Blog·2 hours ago
Bengio urges frontier AI employees to question safety of their work
Yoshua Bengio·2 hours ago