🎯 RLVR

The items that name it 7

• The rise and fall of Jev hype
  article2026-10-23
• Language Models for Text Classification: From Bag-of-Words to Jev
  article2026-09-29It is written here as RLVR (Reinforcement Learning with Verifiable Rewards).

  Reinforcement Learning with Verifiable Rewards

• Jev: System One models for Prod, not God — with Diogo Almeida, CEO, TypeSafe AI
  talk2026-09-21It is written here as RLVR (Reinforcement Learning with Verifiable Rewards).

  Reinforcement Learning with Verifiable Rewards

• Granite 4.2 LLMs: How They're Built
  article2026-08-25It is written here as RLVR (verifiable-reward RL).

  verifiable-reward RL

• Have We Seen an Acceleration in Discoveries?
  article2026-08-14

  Training LLMs directly against the real world, offered as one explanation for the shift from no discoveries to many.

• I wrote an AI textbook — how long until AI can do it better?
  article2026-08-12It is written here as RLVR (Reinforcement Learning from Verifiable Rewards).

  Reinforcement Learning from Verifiable Rewards

• Lessons from the hacks
  article2026-08-09It is written here as RLVR (reinforcement learning from verifiable rewards).

  reinforcement learning from verifiable rewards