The Bleeding Edge
TOP-3 // 2026-08-1501LTX-2.5 ships as open-weights world model, tuned for NVIDIA hardwareUnverifiedMarkTechPost02Ramp index: Fable 5 is 6% of business token spend on AnthropicCorroboratedThe Neuron, citing Ramp AI Index

// The Bleeding Edge Podcast

AI news. Without the hype.

Weekly briefings on what changed in AI, what it means, and what to ignore. Hosted by Ralph Behnke and Emile Ogier. Read the manifesto

// TODAY — 2026-08-15

refreshed daily by the pipeline
  1. Video generation stack sized to run on a single desk. Open weights plus NVIDIA acceleration moves studio-grade synthesis out of the data center.

  2. 02Ramp index: Fable 5 is 6% of business token spend on AnthropicCorroboratedThe Neuron, citing Ramp AI Index

    Ramp's August index shows enterprise buyers still routing most spend to older models. Frontier launches do not move corporate budgets on release day.

Capability shipped today. Procurement did not. The gap between what the models can do and what companies actually buy is the story worth tracking.

// GitHub today

// Technology of the day

Open-weights world models for video

Video models that track scene state rather than emit independent frames, released as downloadable weights. LTX-2.5 fits the pipeline onto one NVIDIA workstation.

last 30 days

Statistical text watermarking · Autoformalization · Physical adversarial patches · In-boundary agent deployment · Genome language models · Cross-harness skill transfer · Persuasion attacks on coding agents · Deterministic training megakernels · Durable execution for agents · Remote MCP servers · Native-audio video generation · Agentic economic simulations as model evals · Multi-robot collaboration · Persistent agent memory · RL environments for agents · Agent harness engineering · Agent Skills · High-throughput BPE tokenization · Computer-use agents (GUI-driving coworkers) · Unified audio stacks for voice agents · Trillion-scale open Mixture-of-Experts · Masked diffusion autoencoders · Delta attention · Model distillation · Dexterous manipulation · Cross-embodiment action spaces · Causal world models · Speculative decoding (DeepSeek DSpark)

// Spotlight

Sam Altman

Said AI is unlikely to deliver a shorter workweek, cutting against the productivity-dividend pitch his own industry has been making.

Unverifiedsource →

// Latest from the show