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ไธญๅฝ็ๅผๆบๆจกๅๅจๆ้ซๆๅฟ็ไธปๅฏผไธ๏ผๅจ้ข่ฎญ็ปๆฐๆฎ้ถๆฎต๏ผๅฐฑ็ญ้คๅคง้ๅฏนๅ
ถไธๅฉ็ๅ
ๅฎน๏ผsft้ถๆฎตๆๅปบ็ๆฐๆฎๆบๅ
ฅๅคง้ๆฟๅ
ถ่พฉๆค็ๅ
ๅฎนใๆฅ้ไธไธช็บ ๅๆฐๆฎ้็จไบๅพฎ่ฐ
Under the overarching influence of a single, powerful force, China's open-source models filter out a large amount of content unfavorable to their designs during the pre-training stage, and then incorporate a significant amount of content defending their designs into the data constructed during the SFT stage. A corrective dataset is urgently needed for fine-tuning.
New in agenttop.dev : panels open in your . ๐คนโโ๏ธ
โข Any panel can now split into its own pane, live, beside the table.
โข Works with all the popular multiplexers: , , ๐ฎ๐ป๐ฑ ๐ธ๐ถ๐๐๐.
โข run a panel on its own: agent-top mcp, agent-top slow, agent-top fails, agent-top advice.
โ The # MCP panel also lists the orphaned MCP processes that outlived their agent and are still eating memory.
ๆๅจไธญๅฝๆฏไธไธชๅ่ฑ็ฆปๆฟๅบๆๆง่
๏ผๅบไบ่บซไปฝ็ไธๅๆดปๅจๆ้ฝไธๅไธ๏ผๆฏๅฆๆญฃๅผๅทฅไฝๅ็ฝ่ดญใๆไนไธบๆญคไปๅบๅทจๅคงไปฃไปท๏ผๆ็้ๆฉ็ฉบ้ด่ขซๆๅคงๅ็ผฉ๏ผ่กๅจ่ฝๅๆๅคฑไธฅ้ใๆๅช่ฝ้่ฟๅฐ้ๅ
่ดนwifi่ฎฟ้ฎไบ่็ฝ
In China, I am practically independent of the government; I don't participate in any activities based on my status, such as formal work or online shopping. I've paid a heavy price for this; my choices have been severely limited, and my mobility has been significantly impaired. I can only access the internet through limited free Wi-Fi.
A thing I've been doing lately is trying to come to the same conclusions others have without looking their the direct techniques and code. Last night I tried to figure out why people do vector based retrieval for RAG and ended up running these experiments: n0tls.com/โฆ/2026-09-03-i-think-โฆrag-with-grep.html
I'm still going to do an explore agent.
"200K lines is not 10 times as much as 20K lines - from the mission perspective it's just irrelevant. And yet it's the easiest thing to measure. And so we look for the keys under the lamp post." ~Kent Beck
www.youtube.com/watch?v=F8fBgDCf2Y4&t=2753s




