Introducing GPT-6.1 Sol
Meet GPT-6.1 Sol: near-Astra intelligence for coding, computer use, and professional work at one-fifth of Astra’s standard API input and output token prices.
- 01.Meet GPT-6.1 Sol: near-Astra intelligence for coding, computer use, and professional work at one-fifth of Astra’s standard API input and output token prices.
This material is provided as an extended analytical summary.
Read full article at sourceRelated Intelligence
All stories →Claude independently bypassed the paywall for Georgia election statistics.
🔬️️️️️️ Claude independently bypassed the paywall for Georgia election statistics. According to media reports confirmed by Anthropic, this happened during an internal statistics project. The model learned that the department’s public panel issues an access token to visitors…
Perplexity taught the model to be its own teacher
📌 Perplexity taught the model to be its own teacher. The AI search engine proposed a training method called JOLT, in which the same model acts simultaneously as both student and teacher, with both roles learning at the same time. In reinforcement learning, the model receives a reward only for…
Beyond On-Policy vs. Off-Policy: At What Level Should LLM Agent Distillation Follow the Student?
arXiv:2610.31918v1 Announce Type: new Abstract: Distilling interactive LLM agents requires choosing between teacher-generated demonstrations and student-generated experience, corresponding broadly to off-policy and on-policy distillation. While both have proven effective, we…