日拱一卒王小楼

Weekly Life Report (2025.12.29-2026.01.05)
Input
1. When you catch a glimpse of the big trend in ambiguity, even if you only verify a little feasibility, don't hesitate — dare to bet.
2. The unfortunate have their own faults.
3. The greatest charity in the world is to live your life well.
4. When you're in a trough, be sure to see clearly and record the faces around you; so that when you rise again, you won't be confused about who is who.
5. You can faintly see the light, but most people are still sleeping in darkness. At this stage, pessimists often seem very correct (because there are indeed

Currently, there is a paradox: everyone thinks AI tools are good, but very few are actually willing to pay for them.
Today, I also discovered something disgusting—someone is selling the invitation code I received from the youmind team on Xianyu.
This is a great tool I have been recommending all along, and I spend more than 4 hours on it every day:

2025 Robot research explodes
Architectural and training challenges are overcome
Data collection, data quality, recipe validation
With RL support, Figure/Dyna/PI success rate >99% in the field
Self-improvement and self-recovery frameworks mature
VLA fine-tuning approaches, retaining generalists → integrating expertise into generalists
Action segmentation, FAST tagging
Robot actions no longer lag, approaching human speed
Multimodal fusion: vision/speech/touch
Tactile feedback compensates for visual deficits, significant improvement

Don't be led astray by others' rhythm into an inescapable ditch
Recently, many friends have left me messages asking about the future of airdrops and how to choose current targets.
I looked into it, and many people are extremely anxious, sometimes feeling that this track has no hope, and other times thinking that big players are FUD (spreading rumors and smearing).
Today, I want to say something that might be a bit harsh: if you are so easily disturbed by others' rhythm, it shows that you are not suitable for this market at all.
I have repeatedly said one thing before: there are only two types

Dear teachers, I have a question: Is the Cascade project really awesome?
@cascade_xyz

Don't let others' rhythm disrupt your own rhythm
Recently, many people have been analyzing the future of airdrops and choosing targets. My advice is not to let others' rhythm disturb your own. The crypto space has so many niche tracks; there will always be one where you thrive like a fish in water, and there will also be ones where no matter how hard you try, you can't achieve good results. Don't give up your advantageous track easily because of some fud from others. And let me tell you, most of those fudders only have opinions, no positions. Listening to them will make you cry in the future.