Aj retweeted
WHO IS SELLING GOLD? Gold ETFs Surging Like Gold Is $5,400 While Gold Is Only $4,100 kingworldnews.com/who-is-sel…
Aj retweeted
⚡️This is much bigger than currency intervention.
This is the United States openly treating the yen as a strategic asset.
For decades, exchange rates were presented as market outcomes with occasional central-bank smoothing. This statement abandons that pretense. Treasury is saying that currency stability, alliance management, and national security are now the same problem.
Several lines matter.
“Economic security is national security.”
That sentence changes the frame.
Currencies become strategic infrastructure.
Capital flows become geopolitical tools.
Financial stability becomes part of military planning.
Then this:
“We will not hesitate to participate in further joint intervention.”
That is coordinated sovereign management of a major reserve currency.
The market is no longer being told to discover equilibrium.
The market is being told where the alliance wants equilibrium to exist.
Then comes the most important line:
“The FIMA Repo Facility is an important backstop. We would encourage it to be upsized.”
That is about plumbing.
The United States is reinforcing the emergency liquidity mechanism that allows foreign central banks to obtain dollars without liquidating Treasuries.
That is the architecture protecting the Treasury market itself.
The deeper pattern is becoming impossible to ignore.
The dollar system is evolving from a passive reserve system into an actively managed alliance network.
Money.
Treasuries.
FX.
Repo.
Industrial policy.
Defense.
Semiconductors.
Energy.
All are becoming parts of one coordinated strategic framework.
The post-Cold War separation between economics and geopolitics is disappearing.
The state is openly integrating them.
The final paragraph reveals another layer.
“The Takaichi government is moving into an exciting new phase of Abenomics…”
That language is remarkable because it frames intervention as the beginning of a new growth regime rather than an emergency stabilization measure.
The message to markets is simple:
The alliance will coordinate.
Liquidity will coordinate.
Currencies will coordinate.
Financial stability will coordinate.
That reduces the probability of disorderly sovereign fractures inside the alliance itself.
The deeper implication reaches beyond Japan.
The reserve currency system is becoming explicitly political.
Neutral markets are giving way to strategic markets.
Price discovery increasingly shares space with alliance management.
Capital allocation increasingly shares space with national security.
This is what a multipolar financial order actually looks like.
Not the end of the dollar.
The transformation of the dollar into the financial operating system of a geopolitical bloc.
That is a different architecture entirely.
The Trump Administration delivers for America's trusted partners. Economic security is national security. And the U.S.-Japan alliance is built on both.
Friday's coordinated foreign exchange actions countered disorderly yen movements.
Treasury remains attentive and in close communication with our counterparts at MOF and BOJ. We will not hesitate to participate in further joint intervention.
The FIMA Repo Facility is an important backstop. We would encourage it to be upsized in the coming months.
We strongly support Japan's decisive market and monetary steps to correct the substantial undervaluation of the yen.
The Takaichi government is moving into an exciting new phase of Abenomics, as nearly 15 years of powerful stimulus have created durable, robust underlying economic dynamics.
Aj retweeted
RAG for LLMs
Great to see an overview of all the retrieval augmented generation (RAG) research that has been happening.
Should be a great read for the end of the year.
arxiv.org/abs/2312.10997v1
Aj retweeted
The first model to surpass GPT-4 on AlpacaEval.
Waiting for more details about the methods used..
Xwin 7B: huggingface.co/Xwin-LM/Xwin-…
Xwin 13B: huggingface.co/Xwin-LM/Xwin-…
Xwin 70B: huggingface.co/Xwin-LM/Xwin-…
Codebase: github.com/Xwin-LM
Huggingface TRL - Transformer Reinforcement Learning. A comprehensive toolbox for training transformer language models with Reinforcement Learning. From fine-tuning to Proximal Policy Optimization (PPO). Built on top of the 🤗 transformers library.
github.com/huggingface/trl
TRL Highlights: It's TRL's trainers. SFTTrainer for refining models, RewardTrainer for human preferences, and PPOTrainer for optimizing language models.
Aj retweeted
Essential read! Summary/survey from my colleague @Majumdar_Ani about opportunities and challenges in combinging large-scale AI models with robotics.
With seemingly endless progress in AI, I decided over the past few months to take a deep dive into the state of robotics 🤖, emerging trends, and research challenges. What do actual field-deployed robotic systems look like now? Will LLMs solve robotics?
irom-lab.princeton.edu/wp-co…
🧵
Aj retweeted
I highly recommend watching this incredible series of large language model (LLM) AI talks hosted by @SimonsInstitute at UC Berkeley featuring @chrmanning @ilyasut @YejinChoinka and others:
youtube.com/watch?v=P7ZdUbSA…
youtube.com/watch?v=AKMuA_TV…
youtube.com/watch?v=unotid_q…
Humans evolve over generations, machines over iterations. At this rate, my ML model might outpace my self-improvement goals for the year. #RacingAgainstAlgorithms
Aj retweeted
“HuggingFace’s leaderboards show how truly blind they are because they actively hurting the open source movement by tricking it into creating a bunch of models that are useless for real usage.”
Ouch.
semianalysis.com/p/google-ge…
Aj retweeted
PayPal Cancels CN Account; May Seize Balance consortiumnews.com/2022/05/0…
Aj retweeted
DR, physical industrial processes: transient, partially efficient
Steel plant - 96% load reduction, 2 hour max
Cement plant - 70% load reduction, 3 hour max
DR, synthetic industrial: fully interruptible, fully efficient
Bitcoin mining - 97% load reduction, unlimited Hours
Aj retweeted
There are two types of Bitcoin owners. Ones who use it as a safe haven and ones who see it as a speculative risk asset. The ascension of the price of Bitcoin is a function of the process of the latter selling to the former over time, so there are always two opposing currents.1/2
Aj retweeted
Cambridge University Press has just made all 700 textbooks currently available in HTML format on Cambridge Core free to access until the end of May to assist readers during the Covid-19 outbreak. This also includes 58 textbooks in Language and Linguistics. cambridge.org/core/what-we-p…

























