ZhihuFrontier

X · 19 atoms · 2026-06-24 → 2026-06-26 · 信用档先验 cred3

🟦 fact 8 · 🟥 take 11 · stance ▲3/▼5/◆3

覆盖实体 (top 10)

• Doubao Seed 2.1 Pro Preview — 8 atoms
• GLM 5.2 — 2 atoms
• GRPO — 2 atoms
• Zhipu — 1 atoms
• Minimax — 1 atoms
• DeepSeek — 1 atoms
• ByteDance — 1 atoms
• GPT-5 — 1 atoms
• Jamba — 1 atoms
• OpenAI o1 series — 1 atoms

话题分布 (top 8)

训练方法 (2) · 算力成本 (2) · 推理能力 (2) · 技术路线 (1) · 训练算法 (1) · 推理模型 (1) · 算法适用性 (1) · 短任务验证 (1)

样例 atoms

• 2026-06-24 · GLM-5.2 · GLM-5.2 dropping GRPO does not mean GRPO is 'bad.' It means the assumptions that made GRPO attractive for short LLM RL tasks may no longer hold for long-horizon agentic tasks.
• 2026-06-25 · GLM-5.2 · GLM-5.2 moving away from GRPO is more like a practical correction than a rejection of GRPO itself
• 2026-06-25 · GRPO · GRPO is still a good algorithm for short, verifiable tasks
• 2026-06-25 · GRPO · GRPO has limits in long-horizon tasks
• 2026-06-25 · Zhipu · Zhipu brings the critic network back, so token-level advantage can be measured more carefully

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