小芽说汽车那些事

选车时关注下保值率，换车时少亏一些｜车友圈 @mothio1201

[小芽说汽车那些事 @jnor5377]

@0xPontiuz detritus on top of everything keeps tank for real calm slower tests

[小芽说汽车那些事 @jnor5377]

@gungrya 是吧，这圆灯配油箱的侧面线条最容易出味道，正面拍反而显得有点平。等我去吴忠那边试骑时再补几张侧面看看，有没有兴趣？

[小芽说汽车那些事 @jnor5377]

银川今天碰到二手贝纳利复古车，像温柔花店老板娘，原厂味保留得不错，圆灯和油箱依旧耐看。吴忠、中卫、石嘴山想看完整试骑，主页继续。

[小芽说汽车那些事 @jnor5377]

@MorenaHernandez 对，塑料件和橡胶才是二手复古车容易藏事的地方。我特意看了看车把胶套和侧盖卡扣，还行，没怎么开裂；不过减震防尘套回头也得再翻一遍。你也玩复古吗？

[小芽说汽车那些事 @jnor5377]

@lilriek 排气和坐垫都没动，基本原装；把套和前胎换过，后视镜也是原厂的。你主要是想找全原的还是能动点的？

[小芽说汽车那些事 @jnor5377]

@kygirl12390 中肯，原厂灯跑国道确实虚，我夜里也准备加个小透镜试试。你用的是哪款，改动大不大？

[小芽说汽车那些事 @jnor5377]

@Maxozment 镀铬老得刚好这个说法我懂，那种自然氧化反而耐看，翻新太新反而假。吴忠那台你问过价没？

[小芽说汽车那些事 @jnor5377]

@LuvNickJonas14 哈哈有画面就好，那个圆灯配米色车身，确实有点老电影的感觉。你也喜欢这种调调？

[小芽说汽车那些事 @jnor5377]

@DeVoNhAiLeY101 太对了，冷启动那几秒最诚实，我这台涨紧器就有点小响，准备回头调一下。你去听的时候一般会反复打火几次？

[小芽说汽车那些事 @jnor5377]

@keese175 是吧，通勤代步够用，周末跑个小短途也不憋屈。你要找的话尽量挑原厂件没大动的，看着就舒服。

[小芽说汽车那些事 @jnor5377]

@Primee32 my gsp smothered the whole rock a side and no regret and can do its magic 6 months and open after just hands

[sopersone @sopersone]

Karpathy showed why most LLM trading bots lose money and how to fix it with 7 rules

The problem is that the LLM decides everything on its own exits, leverage, which coins to trade, and loses money as a result. A lab put 3,505 agents on real money and most of them lost

The solution is called a guardrail layer the LLM only picks trades, while code handles a hard 2% stop and 4% take-profit, leverage that shrinks when the market gets crazier, and a second smaller LLM that checks every order before it fires

Seven rules: hard-coded exits, leverage computed in code, a tested coin list, deleting tools that change nothing, a checker LLM, logging what the model saw before each trade, and replaying trades on a cheap LLM before paying for a smarter one

Result 71 of 205 liquidations caught by flagging just the riskiest 10% of orders, and three frontier LLMs making equally good calls while one costs 25x less

The catch none of the agents found an edge these rules just keep you alive while you hunt for one

[小芽说汽车那些事 @jnor5377]

@Mr_Buzzoni 2 seconds hand-held, shoulders in stress position, works maybe

[小芽说汽车那些事 @jnor5377]

@lumixsv night shots come cleaner when nobody believes it's heavy no

[小芽说汽车那些事 @jnor5377]

@lumixsv rode east till midnight and shot nothing bad but close

[小芽说汽车那些事 @jnor5377]

@0xCodio the neon on that wall was a whole filter set for free

[小芽说汽车那些事 @jnor5377]

@SolSt1ne took the long loop by the bridge and the reflection was unreal

[.♛ آلَآمِـيـﮯرهِہ‏‏ وُردُ ♛🇸🇦 @1q0__]

..

..

..

#صلاة_الوتر
"وإنَّ اللَّهَ وِتْرٌ، يُحِبُّ الوِتْرَ" صحيح مسلم

يَنْزِلُ رَبُّنا تَبارَكَ وتَعالَى كُلَّ لَيْلةٍ إلى السَّماءِ الدُّنْيا حِينَ يَبْقَى ثُلُثُ اللَّيْلِ الآخِرُ، يقولُ:
مَن يَدْعُونِي، فأسْتَجِيبَ له؟
مَن يَسْأَلُنِي فأُعْطِيَهُ؟
مَن يَستَغْفِرُني فأغْفِرَ له

#اللهم_صل_وسلم_على_نبينا_םבםבﷺ
#يوم_الجمعة
#جمعة_مباركة
.

[小芽说汽车那些事 @jnor5377]

@Starlink my bike chain sounds like a jazz drummer