https://blog.clawsouls.ai/en/tags/continuous-learning/Recent content in Continuous-Learning on ClawSouls BlogHugo -- 0.146.7enFri, 24 Jul 2026 19:10:00 +0900https://blog.clawsouls.ai/en/posts/continuous-learning-file-layer/Fri, 24 Jul 2026 19:10:00 +0900https://blog.clawsouls.ai/en/posts/continuous-learning-file-layer/DeepSeek's founder named continuous learning as the single biggest gap on the road to AGI. He's right — but the answer isn't retraining the model. It's a memory layer built in the open, at the file level.