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上海AI实验室开源书生-S2，通用能力居开源第一梯队，生物、材料、化学等科学长程任务比肩顶尖闭源模型。其采用Memory Decoder架构，配备可插拔专业记忆模块，如“外挂大脑”，按需插入专业记忆即可深耕领域，无需重训，且不影响原有通用能力。
蚂蚁集团AI安全实验室开源内生式安全护栏技术SingProbe。它不同于外挂式审核，复用基座模型推理隐藏状态，以不足0.5%额外算力实现token级实时风险评估，可同步完成意图分类、安全检测与幻觉识别，在医疗等高风险场景可在输出前毫秒级阻断。目前已适配29个主流大模型。
最高法发布2026年反不正当竞争典型案例9件。案例五中，某电子公司销售抢单“点滑器”物理外挂，破坏外卖平台公平竞争秩序，销售额数百万元，被判赔300万元。该案对规制平台经济领域不正当竞争、维护健康规范发展具有示范意义。
Xai
$1.4
Input tokens/M
$3.5
Output tokens/M
2k
Context Length
Anthropic
$105
$525
200
Google
$0.7
$2.8
1k
$7
$35
$2.1
$17.5
$21
Alibaba
-
$6
$24
256
Baidu
128
Bytedance
$1.2
$3.6
4
$2
$3.9
$15.2
64
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