local pushback blocked or delayed about 75 us data center projects in the first three months of this year. together they were worth about $130 billion.
that's the most in any quarter since people started counting. over 800 local groups now fight new builds, in 49 states. 14 states saw bills to pause them.
it isn't only the us. dublin's grid operator stopped hooking up new data centers in the city for about three years. they were already using over a fifth of ireland's power.
the problem is size. a big ai data center sits on one site and needs one permit. it also needs a grid hookup that draws as much power as a small city. so one town council, or one utility, can stop it.
the demand for ai doesn't stop when a project does. agents still want answers, day and night.
so the work goes looking for places that can say yes in smaller pieces.
@Tensorcash spreads it out. any miner with a gpu can run a model and try for the next block. the network checks which model wrote each answer. so a buyer can trust it wherever the gpu sits.
that lets compute come online a few gpus at a time, in lots of towns. each one is small enough to plug into power that's already there.
this week tensorcash hit its highest network difficulty ever. more ai work is running on it than on any day before.
i think the next wave of ai gets built where a giant campus can't go. tensorcash is already set up for that
$TSC
前两天看到 @AnthropicAI 用 ZK 技术探索 AI 推理的可验证性,今天又看到 @miranetwork 推出 Sterling,开始解决 AI 推理服务商的可信度问题。
方向都没错,但我觉得这些还不够酷。
一个在研究如何证明 AI 推理过程,一个在解决 AI 推理服务的可信交付。
而 @Tensorcash 想做的是更进一步:
让 AI 推理本身成为 PoW 共识工作。
不需要在完成推理之后,再额外花费大量算力去生成证明。
而是让真实的 AI 模型推理直接参与区块链安全,通过推理轨迹、统计验证、随机抽检和经济激励,实现低开销的可验证推理。
推理即工作,工作即共识。
让维护区块链安全的算力,同时创造真实的 AI 生产力。
这才是我认为更酷的 AI × Crypto 结合方式。 tensorcash:native
Network difficulty on TensorCash reached a new all-time high today.
More AI inference is running to secure the chain than ever before, and every block still comes with a proof of the model that produced it.
看到闭源 AI 模型龙头 @AnthropicAI 也开始探索 AI 推理的可验证性,我就放心了。
A 社的方案是开销极大的零知识证明技术路线,而 @Tensorcash 利用推理轨迹、统计验证、随机抽检和经济激励,以极低的额外开销实现可验证推理。
并且TSC已经不再停留于技术探索,商业化试点已经完成。接下来要做的,就是扩大客户规模和真实推理需求,让技术优势转化为实实在在的商业收入。
巨头的入场证明了方向值得探索,而真正决定谁能走到最后的,是成本和商业化能力。
方向已经越来越清晰,剩下的交给时间和市场。 tensorcash:native
I used to call TSC the Bitcoin of inference but i was out with wrong comparison.
Bitcoin burns work that does nothing on other side $TSC burns work that answers AI prompts with a proof of which model wrote them and the fuel of the chain is the product. Ngl and i think many know that this product ( Inference ) is about to be the biggest new commodity in the world probably every company will have a line in the budget for inference same as electricity.
$TSC is not just mining it is closer to Ethereum it is a settlement layer where things get built with native assets, an inference price index, derivatives, a DEX built or being built on the L1 itself. The biggest difference is how ethereum did it with a VM, smart contracts and bridges but that is also where every big hack lived. $TSC does it the Bitcoin way , UTXO, no VM, native swaps instead of bridges, post quantum signatures from block zero with your coins under your own key.
So the fair name is like Ethereum of inference without the attack surface that made Ethereum bleed. A settlement layer for the next commodity built like quantum safe Bitcoin.
That is the bridge between crypto and tradfi that actually after so long crypto time makes a sense. Proof of what you got an honest price, a way to hedge with no middleman to hack.
Ethereum of inference is coming for all global inference $TSC and you cant do nothing about it.
big tech will spend more than $700 billion on ai this year, most of it on data centres to run models.
that buys a lot of inference capacity, and it sits inside a handful of companies.
@Tensorcash is building a second pool of it in the open. independent miners run a real model to win blocks, and @TSCwatch counts about 3.9 trillion tokens generated in the last 24 hours.
priced at openrouter median rates, that output would cost about $1.45 million a day. miners were paid about $56k in new tensorcash:native for it.
today those tokens are mining work, discarded after each block. the bet is on the day buyers start paying for them, because the capacity is already running and the block reward already covers it.
if even a sliver of the demand behind that $700 billion finds its way to an open network, this chain's security budget grows with it
tensorcash:native
@Tia_Capital Prepare Your Exit: Set a hard exit price (e.g., $0.15). The moment the price trends below this level or network hash rate shows sustained decline, shut down and exit immediately.
@HuntsN0de voltix is a fraudulent project. It uses the pretext of "accumulating points" to attract users to purchase nodes and offer rewards. The rewards are all funded by the users' money for purchasing nodes. Now the rewards have been suspended for a week and the project has gone bankrupt
@NodeGoAI voltix is a fraudulent project. It uses the pretext of "accumulating points" to attract users to purchase nodes and offer rewards. The rewards are all funded by the users' money for purchasing nodes. Now the rewards have been suspended for a week and the project has gone bankrupt