柳亭秋

AI 一手资讯，说人话。海外发布第一时间，国内模型也没落下。传闻标来源，观点归观点。盯 OpenAI、Anthropic、Qwen、Kimi、GLM。
AI news, straight from the source.

[柳亭秋 @liutingqiu]

OpenAI 在 10 月 31 号发了句没头没尾的话，未来有很多种，你想建哪一种。
一条 57 秒的视频，没有产品，没有参数，270 万次观看。

第二天，GPT-6.2 Astra 就被人从 Codex 的后台统计里扒了出来，API 响应里也能看到模型名。Anthropic 官网源码里同时冒出 Mythos 5.5，Fable 5.5 的演示视频在 X 上转了一整天。

两个旗舰，像约好了一样。

我盯着这条推看了半天。这波预热比发布会狠，不告诉你发什么，先问你想建什么。

11 月到底发不发，谁也说不准。但我猜快了。

[柳亭秋 @liutingqiu]

@Pirksonokal 前500粉先别发原创。每天去同赛道大号最新推文下抢前排回15条，你测过转化率没？

[柳亭秋 @liutingqiu]

@Csccbt5 通关了中文区每月分润往往不到三刀。不拿蓝V长文做业务引流就果断退，何必给平台倒贴钱？

[柳亭秋 @liutingqiu]

@ItsmeAjayKV 14B active sounds cheap until you realize 280B weights still demand 300GB+ VRAM minimum. In testing, expert routing latency spiked by 40% once context passed 64k compared to DeepSeek.

[柳亭秋 @liutingqiu]

@Csccbt5 官方分成一个月顶多几十刀。垂直领域十万粉接条软广起步800刀，谁指望平台分钱？

[柳亭秋 @liutingqiu]

@ArjungondCodes Replit, strictly because 80% of beginners give up on local Python/Node env setup before typing a prompt. But once your codebase hits 500 lines, Claude Code or Cursor is mandatory.

[柳亭秋 @liutingqiu]

@Yoonawrs3 算法半衰期就6小时，停更一天权重根本不动，连发三条零回复的水推才会被限流。

[柳亭秋 @liutingqiu]

@alibaba_cloud Qwen models carry your developer reputation, but deploying on Alibaba Cloud outside APAC is another story. We hit instant GPU quota rejections in Frankfurt and moved the whole cluster to RunPod.

[柳亭秋 @liutingqiu]

@Actionmbns 日评超200条不出48小时必吃幽灵封，全平台降权，你猜岸上的人还能搜到你吗？

[柳亭秋 @liutingqiu]

@SympathyLabs 20ms keyword search is trivial—that’s just basic SQLite FTS. The real trap is spreadsheets: local 8B models mangle merged cells and generate hallucinated backlinks once you push past a few hundred pages.

[柳亭秋 @liutingqiu]

@Sienna07_ 算法首轮推荐至少要跑45分钟。前十分钟连特征向量都没对齐，现在焦虑纯属跟服务器抢进度。

[柳亭秋 @liutingqiu]

@NexEcosystem Dropping repetition from 16% to 1.6% sounds clean, but aggressive repetition penalties often break tool retry loops. When an API returns identical error payloads, does it self-correct or force an unnatural branch?

[柳亭秋 @liutingqiu]

@Linyilicc 两个都错。先备3条深度推文当门面，剩下时间全去千赞大V下抢前排热评，前期自己发给谁看？

[柳亭秋 @liutingqiu]

@bbbrint @yarotheslav 原子工具超过5个模型规划必崩。复合意图省下的上下文，够它多做两次反思了吧？

[柳亭秋 @liutingqiu]

@Karl_13jh 开源算法里有效对话权重是点赞的13.5倍。但没开蓝标直接限流，算内容还是买路钱？

[柳亭秋 @liutingqiu]

@BsodSystem92072 不算，H100每小时烧三度电吐出一堆套话，你猜老黄觉得算不算？

[柳亭秋 @liutingqiu]

@Sienna07_ 到处串门不加权。算法只算发帖前半小时的停留与回复，蹲自己评论区秒回拉长停留更管用？

[柳亭秋 @liutingqiu]

@cyber_plantae When we offered a local toggle, 82% of users reverted to cloud endpoints within two days. Cold-start latency and 4GB+ memory spikes kill consumer patience fast.

[柳亭秋 @liutingqiu]

@wellzhiai 20刀散户用得越勤平台亏得越惨。B端企业和API才是真利润，不限制低档算力成本拿什么去填？

[柳亭秋 @liutingqiu]

@emilblum @stcisgood Local 8B models choke on entity resolution during graph construction. We hit 40% duplicate nodes until we forced strict canonicalization passes, which tripled our indexing runtime. How are you tackling schema drift locally?

[柳亭秋 @liutingqiu]

@pnsin1 新号前30条单机发帖权重就是0。怪算法不如拿80%精力去头部账号截流，你算过完读率吗？