Hugging Face releases Training Agents 4 guide

The tailored ChatGPT Work experience combines built-in financial data with GPT-6 Astra's reasoning for research, financial modeling, and client-ready materials. CNBC frames it as targeting the labor-intensive pitchbook and modeling work traditionally handled by junior bankers.

Together GPU Clusters now offers preemptible nodes at a flat 50% of the on-demand rate, billed sub-hourly with usage metered every one to two minutes. Reclaimed nodes get a five-minute drain window (SIGTERM at T+0, removal at T+5:00), and clusters auto-refill toward the preemptible target.

PixVerse V6 debuted at #20 on Artificial Analysis's Text-to-Video Arena with a score of 1209.9. The leaderboard's top spot in the snapshot went to Gemini Omni Flash (Google) at 1324.9, ahead of Dreamina Seedance 2.0 720p (ByteDance Seed) at 1267.8.

PixVerse V5.6 debuted at #19 on Artificial Analysis's Text-to-Video Arena with a score of 1211.4. The leaderboard is topped by Gemini Omni Flash (1324.9), Dreamina Seedance 2.0 720p (1267.8) and HappyHorse-1.1 (1261.4).

Google's Veo 3 debuted at rank #17 with a score of 1211.9 on Artificial Analysis's blind-vote Text-to-Video Arena. Gemini Omni Flash (Google) leads the snapshot at #2 with 1324.9, ahead of Dreamina Seedance 2.0 720p (1267.8) and HappyHorse-1.1 (1261.4).

Runway Gen-4.5 entered Artificial Analysis's Text-to-Video Arena at #16 with a score of 1212.3. The leaderboard's top spot in the snapshot is held by Gemini Omni Flash (Google) at 1324.9, followed by Dreamina Seedance 2.0 720p (ByteDance Seed) at 1267.8.