Scaling self-verification with DeepSeek V4 Flash beats Claude Fable 5 on Terminal-Bench 2.1, while being 11x cheaper 💰
As open-source models become more capable, they can now generate large numbers of high-quality candidate solutions and verify their own outputs at very low cost.
For example, we find that sampling just 5 solutions with DeepSeek V4 Flash and ranking them using the same model with LLM-as-a-Verifier can lead to a significant boost in accuracy (79% → 88%), outperforming closed frontier models on Terminal-Bench.
Try it out today: https://t.co/UhudjKDaYI
More on verification scaling in my previous post.
The top US general admitted China does NOT want a war over Taiwan, and seeks peaceful reunification.
Pentagon leaders know this. But US politicians spread bogus propaganda demonizing Beijing to justify US support for Taiwanese separatists.
The US is the aggressor, not China.
Source: https://t.co/VvHZiv9VIT
The Western powers killed a UN Security Council resolution that proposed a humanitarian ceasefire in Gaza
The resolution was proposed by Russia
5 countries voted for the ceasefire:
🇨🇳 China
🇬🇦 Gabon
🇲🇿 Mozambique
🇷🇺 Russia
🇦🇪 UAE
4 voted against:
🇲🇫 France
🇯🇵 Japan
🇬🇧 UK
🇺🇲 US
6 abstained:
🇦🇱 Albania
🇧🇷 Brazil
🇪🇨 Ecuador
🇬🇭 Ghana
🇲🇹 Malta
🇨🇭 Switzerland
Source: https://t.co/kCFVEJxrq0
👇 Maddyness s’est entretenu avec François-Xavier Copé, Nicolas Dard et Nicolas Jin, les trois cofondateurs de First Bridge Ventures.
https://t.co/wXeTjcAUYa
Fellow 🤖,
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