
From atoms to agents: Physical + Cognitive Compute Stacks in Era / Material Science Tech & Insights → Highlights For business: DM, [email protected]
Joined April 2016
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저는 펀더멘탈이나 가설을 말하는,
자극적이라기 보단 다소 슴슴한 계정이지만
꾸준히 찾아주셔서 감사할 따름입니다
매번 저와 소통 및 놀아주시는 분들
그리고 어제 저녁부터 4천 팔로워를 달성할 수 있게 도와주신 분들께도
정말 진심으로 감사드리고,
앞으로도 잘 부탁드립니다 🙇♂️
논문(일단은 이과 기준)은 abstract만 봐도
'이게 뭔 내용을 담아놨구나' 라는 걸 알게끔 만들어놨음
그래서 abstract만 보고 읽을지 말지 고민하고
빠르게 훑고 가려면 2번의 method와 5번 즈음에 있는 conclusion만 봄
데이터 참고하려면 figure나 table 보고
AI가 없던 시절의 논문 읽는 스킬
Replying to @studying_stock
그냥 abstract 한번 죽 읽고
1번 introduction의 끝부분 보고
2번 method 훑어보고
result의 figure 좀 보고
conclusion는 전부 다 읽고
하믄 되는거 아임니까
원래 abstract이 논문 요약이라고 볼 순 있으니
슈포 (Superposition) retweeted
A China takeover or blockade of Taiwan ends all US work on AI, full stop.
Chips, servers, etc. made here cannot be replaced anytime soon - certainly not by 2035.
Sharing this piece by Taiwan Foreign Minister @chia_lung on the symbiotic complementarity between US semiconductor design and Taiwan semiconductor and server production. Lin argues US-Taiwan coordination is a force multiplier for achieving AI progress.
foreignaffairs.com/taiwan/am…
CUDA 제국🤴
"칩 쓰려면 쿠다 구독료 내세요"…통행세 걷는 '엔비디아 제국' - 매일경제 share.google/qIvRAlSCzuOYcxP…
슈포 (Superposition) retweeted
IPO 후 하락 기억하자.
피그마 덕에 소프트웨어도 하락
스페이스엑스 덕에 우주도 하락
서클은 초반에 올랐지만 오른만큼 코인도 하락
앤트로픽은?? 모른다.
다만, IPO가 실리콘밸리 VC의 적극적인 투자덕에 이전에 비해서 높은 가격에 형성되는 것은 사실이다.
슈포 (Superposition) retweeted
오전에 국내데이터센터 주들이 떨어지기에 의아했었는데, 사실 민주당의 득세는 기존 데이터센터의 존재론적 가치가 올라가는 일이지 - 희소성의 논리에 부합한다면 말이야..
슈포 (Superposition) retweeted
sovereign-skills v6.6.0
20 of 22 Claude Code skills updated.
eval-leakage-audit: 28 → 31 circular-validation patterns: a trivial-cue baseline, grader error in A-vs-B comparisons, and disclosure of how unparseable answers are scored.
skill-trigger-auditor: trigger tests are scored per split (tuning / heldout / review / real).
doc-drift: new stale_numbers.py flags counts and versions in docs that no longer match the files.
pre-push: new share_record.py counts e-mails, home paths and key-shaped strings in what a public push carries, and records counts only, never values. It also no longer mistakes font URLs for passwords.
integration-intake: checks how to turn off, delete and leave a connector or memory provider before you adopt it.
Install: /plugin marketplace add AlexZio00/sovereign-skills
github.com/AlexZio00/soverei…
Thoughts from my Shanghai field trip
Sentiment among Greater China investors was far worse than I expected. Unlike the US market, A shares had not seen a single rebound since July. Still holding Chinese and Hong Kong AI stocks that had crashed and Korean memory stocks that had collapsed, investors kept pressing me on when memory would bounce back.
Many investors said the AI trade was over, and a few said they doubted whether even 2027 capex, not just 2028, would go ahead as planned.
Overall, the bearish sentiment was so strong that even I, a bull before coming to China, started to waver.
It got to the point where, faced with the bear case that memory prices could start falling in the third quarter of next year, I took it seriously and couldn't refute it.
As the conversations went on, I gradually began to understand where their pessimism was coming from. In the end, they were all asking the same question.
So what comes after AI coding? What will be the next engine of ARR for Anthropic and OpenAI?
Several candidates came up. AI4S, AI chip design, and so on... But none of them clearly convinced investors.
I couldn't offer a clear answer either. Sure, there are rumors that Anthropic has made major breakthroughs in both AI4S and AI chip design, but what we actually want to know is when any of that turns into money.
With AI4S, there could be beneficiaries right away, such as companies that sell lab monkeys or diagnostic kits. In fact, there already are. But while we can trade those names in the short term, what we ultimately want to know is whether Anthropic can make money by developing drugs. That is still several years away.
As for AI chip design, the TAM itself is hard to calculate, and even if you do calculate it, it is hard to monetize. That makes it difficult for the market to believe in.
Honestly, this feels like the hardest market in history. If a company isn't making money, selling makes sense. But right now the market sells even when companies are making money, even when they beat, and even when they say demand will stay solid all the way through 2028 and 2029.
So my recommendation to investors was to buy memory, and within memory, DRAM. Not because I have conviction in the DRAM cycle, but because I see it as a relatively defensive choice within the AI trade.
Memory stocks are now trading close to 1x P/B on 2027 BPS. Historically, memory stocks have staged technical rebounds when they fell below 1x P/B.
And even if the broader market falls further from here, the three DRAM makers will keep buying back their own shares. I thought that would guarantee a certain level of buying and concluded the stocks would have downside support.
Of course, I don't know whether memory stocks can break above their previous highs. That depends on whether sentiment across the broader market recovers. But I think there is a fairly good chance that memory outperforms the rest of the AI trade.
슈포 (Superposition) retweeted
내가 요즘 많이하는 생각
- AI때문에 해킹 개많아졌고 더많아지겠다
- 중국 토큰 사용처 50% 이상이 영상제작 이라는데 영상제작이 대수인가
- 양극화개심해지는게 몸소느껴진다
- 주식 박살나서 주식외자산들 매물 많이나오겠다
- 초노른자땅제외 빌딩은 점점더쓰레기같다
- 신규비즈니스 많이보인다
- 대형기업들 위태한곳 많다
- 생각보다 AI 도입 느리다
- 정보 신뢰도 문제 심각하다
- 전세계 전쟁 더많아지겠다
- 고유가 지속되고 고물가 지속되겠다
- 대체불가능자산들에 대한 수요 극도로 높아지겠다
- 대체불가능자산 더 모아야겠다
- 왠만한 서비스기업들 절반은 망하겠다
- 정보보안이슈 심각해지겠다
- 기본소득이 전세계 정치 핵심어젠다되겠다
- 일부지역 게토화 심해지겠다
- 계급을 뒤집는 혁명과 쿠데타가 빈번해지겠다
- 부자들 자산시키기 어려워지겠다
이정도만 쓴다
- parkthomson -
슈포 (Superposition) retweeted
the NYT has a piece on China expanding its export controls well beyond rare earths, covering everything from drones and AI models to pharmaceutical technology, solar manufacturing equipment, and even tunnel boring machines.
India, for instance, is digging tunnels through the Himalayas to move troops toward its disputed border with China. the machines doing the digging? mostly made in China.
the US spent years restricting China’s access to advanced chips and technology, and now China is doing much the same with manufacturing capabilities that much of the world still depends on. China doesn’t even have to stop selling. deciding who gets to buy, and when, is leverage enough.
and while China is busy reminding the world how much it depends on Chinese manufacturing, the Communist Party is marking the 90th anniversary of Mao’s Long March, invoking the old language of struggle and endurance as the economy slows and the property crisis drags on.
슈포 (Superposition) retweeted
Just to show a point... AI names have crashed so much to the point $POET as a business is now considered close to worthless.
It's now $829.7M MC vs. ~$788M net cash. And below its $847.5M book value.
Considering institutions were funding it $400m at $21, with $26.25 exercisable warrants few months ago and it's back to ~$4.8.
Poet would need to rally +337.5% just to return back to the original financing price.
"FOGO" (Fear of Getting Obliterated) have hit extreme levels if "growth" companies are priced near liquidation values.
The Information has published an excellent piece on how Korean-made HBM is being smuggled into China. It’s a fascinating read.
theinformation.com/articles/…
Korean media reports that Samsung Electronics has notified customers that it will fully exit the 8-inch foundry business in 2030.
thelec.kr/news/articleView.h…

































