To the crypto universe and beyond! 🚀 In a spare time Validating Intelligence (τ, τ)
Joined July 2011
- Tweets227
- Following161
- Followers75
- Likes515
Crypτo ₿uzz retweeted
Two years ago I was watching our API bills grow faster than the value we got back, so we started measuring how much of what we send into these models the task actually needs.
The answer changed our roadmap.
In a few weeks you'll be able to generate an API key, point your coding assistant through our router, and pay for fewer input tokens on the same work. No code changes.
Savings land in double digits on real tasks and vary by case, because language models aren't deterministic. We'll publish what we actually see, including the boring results, and improve it with every new compression algorithm our subnet competition produces.
Four years of building, and it comes down to one API key. Feels good!
SOMA Roadmap - where we actually are.
[Shipped ✅] Plain-text compression powers SOMARIZER. Set the level - the tighter the ratio, the bigger the token savings.
[Shipped ✅] CoT compression for OpenClaw. The compressor processes the full session state, including user messages, reasoning, file reads, edits, command executions, and results. It’s an open-source plugin for the context engine - just install it and start using it. Reduce token usage by up to 50% on real-world agent loops while preserving reasoning quality.
[In progress 🔄] The same across other agents. The second competition cycle on Copilot is complete, scored on token savings and on whether the agent still finishes the task against an uncompressed baseline. Next, our own dataset generation pipeline, so algorithms train on fresh full agent tasks instead of one fixed public benchmark.
[In progress 🔄] One click compression for Copilot, Codex and Claude Code.
[Incoming ⏳] Then competitions beyond compression, for anything that can measurably improve agents.
Crypτo ₿uzz retweeted
Here is an overview of everything you need to know about $TAO and why Im so excited about it from the research Ive done. This is my view point and Im sure Ill continue to learn more over time. Ive tried to keep it in ELI5 form and with pretty basic examples.
#TAO #bittensor
Crypτo ₿uzz retweeted
I genuinely believe $TAO holders are retarded enough to send this to 50-100B in bull.
Will @Delphi_Digital soon join the $TAO family? 👀
Where can I find substantive research/threads around $TAO?
All I'm seeing are surface level tweets with 1,000 RTs
Crypτo ₿uzz retweeted
Use @Galxe to mint an NFT and have a chance to earn an ETH reward after completing the quiz
Start collecting loyalty points to climb up the leaderboard!
galxe.com/base/campaign/GC5K…
Crypτo ₿uzz retweeted
Base is now open for bridging
Base opens for everything on August 9
We’re helping throw an onchain festival to celebrate
ɪᴛ'ꜱ ᴏɴᴄʜᴀɪɴ ꜱᴜᴍᴍᴇʀ 🟡
onchainsummer.xyz/
Crypτo ₿uzz retweeted
🛸 Attention, Pilots!
🙂Yahoo! Orbiter Bridge Odyssey is coming! 🚀🚀🚀
We are excited to announce the first portion of the Orbiter Odyssey, the Linea Flight!
By completing the respective tasks, you will earn corresponding loyalty points.
Gate: 👇galxe.com/OrbiterFinance/cam…
Will $RON DeSantis become the 47th president of the United States? 👀
Crypτo ₿uzz retweeted
The bittensor discord has been compromised. Do not click any links in the announcements!!
The best part is that it's just a test network😎
Imagine 👀
AI images generated with bittensor $TAO (text-2-image testnet):
Generation takes ~3 sec.
Prompts given for below images:
- Abstract art in the style of Rebecca Morris.
- Baseball player talking to witch in the daylight rain at a picnic. In the style of late Italian Renaissance.
$TAO is now a commodity - top news! But I see more bullish action👇
🔍Singapore-based firm Jacque Law audited $TAO.
Exchanges need legal opinions before listing & one Singaporean exchange favors this firm🇸🇬
My bet? $TAO will be listed on @HuobiGlobal in Q2/Q3!
Mark my words👀
This is an awesome! A 2.7b model made by @opentensor that is 4x better than gpt-J 🤟
That means one A6000 should take 3 of these models. Big changes coming to the network again! Are u ready anon?
$TAO
@opentensor has teamed up with @cerebras to craft their own 2.7 billion hyperparameter model, with an impressive 8,000 sequence length and trained on 1.2 trillion tokens. This model fits seamlessly into a 3090/4090 🤯 $TAO
On top of that @gate_io will launch $VRMX on the exchange in 16 hours. Now kinda hard to trade using @unisat_wallet and @ordinalswallet, but on CEX it will get massive adoption🔥
Btw $PEPE & $MEME will be listed too ($ORDI already listed)
History doesn't repeat itself, but it does rhyme. Be careful folks 👀
etherscan.io/tx/0x22dbf6ddba…
ETH Foundation just sent 15,000 $ETH to Kraken.
5 of their last 7 sells were local tops.
Now we pray that papa Vitalik hit rate returns to mean.
Changes are coming to the entire $TAO ecosystem 🚨
In 7 weeks, emissions on subnet 3 will be brought down from 90% to 10%. This is another enormous change for the miners. But you know what, big changes also mean big opportunities!
Let's fight for subnet 1 now!
En garde!⚔️