This highly likely will make ripples far beyond web3. Ofc we need independent researchers to confirm these numbers but since the api is accessible publicly already this is just a matter of time. I am currently testing myself.
$REI about to make rounds in mainstream academia
Introducing Adapt-1 Preview (Δ1): a pretraining-free substrate for test-time learning. It learns from scored feedback while performing the task.
https://t.co/55MfjbYa42
Today we’re making its first research preview and first results across robot perception, spatial reasoning, and games available.
To bring this highly technical piece of information in some simpler terms:
@rei_labs is working to solve what openclaw and hermes still struggle with - ai agents that truly learn, adapt, and evolve over time.
Openclaw and Hermes mostly give models memory through files, prompts and retrieval and that context can be missed, truncated or retrieved at the wrong time which happens quite a lot as most folks using them know.
$REI may be close to publishing a breakthrough in persistent ai state: a system that changes future decisions based on experience. actual learning, rather than another elaborate agent harness.
We´ve got ~40 empty spots that will be filled until we reach back to original size
The group runs until July FOMC & will start next Wednesday with the usual daily calls/presentations
https://t.co/PftmC1BS9r
Special guests:
@soldatxbt´s trend reversal system with daily HTF/LTF levels and real time trading
What else will you get?
- Daily pre market live calls, previews/sum ups of macro and several markets (SPX, Metals, Bonds, Single Stock) - Options and strategies for beginners
- Risk and portfolio management
- Daily & weekly previews and summaries
- Daily SPX 0dte & Gex levels
- Cheat sheets and guidance of how to trade around macro events (FOMC/CPI/PCE/NFP etc.)
- Presentations with different topics like Options for beginners, OpEx, Bond auctions and BTC order flow... all recorded so nobody gets penalized for being afk
- Institutional research data, easy and understandable explained
- All crypto and tradfi trades auto forwarded when opened/closed (we actually trade lol)
- All chats & meetings summarized in text by AI What else will you learn?
- How to read, trade and interpret econ data
- News trading macro
- Dealer hedging dynamics
- How CTA, Vol funds and other systematics work or impact the market
- How to take advantage of mechanical, algo driven and position based moves
- Charmboy John and other flows
- How to interpret FOMC & Fed speak
- TGA/QRA, Fed´s balance sheet, Earnings & GeoPol (After March the group will turn free for existing members, until a new camp is announced)
Happy to announce that Hypernova is our sponsor for the upcoming Summer Camp, which starts next week on FOMC day
Every sign-up receives a free $25,000 evaluation account (worth $250) on their platform, along with a prize pool for the top 5 traders
Additionally, we’re raffling 2 Summer Camp seats for every retweet of this post and the one below
More details in the comments
1/ 🧵
Here is my review on @omnipair.
TL;DR: It mixes spot liquidity + borrow/lend in the same pool, and lets anyone create markets for any asset — even long-tail memecoins.
Think of @omnipair as a mix between @Raydium and @kamino.
Here’s a simple breakdown. 👇
It's hard to find such a genuine and committed team building something unique that is innovative, based on real yield, aims for revenue share with holders, has good backing and is still at a low mcap
$OMFG has a bright future