游侠矿工｜不凑热闹｜只玩冷门｜争当 OG Vibe Mining 社区：https://xitter.cf/t.co/n8ovpWXdYn 请我喝咖啡：0x6fedcf4b0ef79a025eba12cd8c040a10788c4177
Moon
Joined October 2023
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这几天 tensorcash:native 回调确实挺狠。上 SafeTrade 后涨了一大轮，现在有回撤也不奇怪。至少目前，我看好它的理由没变。
我的想法很简单：对我这样的普通人来说，有机会和前高盛、摩根士丹利的MD级高管，在如此早期共同创业参与，可能是一辈子难遇的机会。
以后我还是会不定期分享早期/冷门的 PoW 项目，这点不变。同时，我也会拿出一部分精力，长期参与 TSC 的建设和推广，毕竟这是我自己为这个周期准备的最大 BAG。干对退休，赌错重来，就是这么简单。
如果先把技术放一边，只聊人。
与聪明、牛逼、认真做事的人同行，是我理解的成功捷径之一。
TSC 的重要生态支持者之一 AskTilly，由前高盛董事总经理 @enrico_otta 与前摩根士丹利执行董事 @samjavadi 联合创立。
这也是我愿意深入研究 TSC 的原因：一个早期项目的潜力，往往也藏在选择参与、持续建设的人身上。
早期研究，识人也是识机会。 tensorcash:native
100ⓧ 观察 retweeted
tensorcash:native aims to make AI inference verifiable so it can power a decentralized market...
@Tensorcash lets participants prove that an AI model processed a prompt and generated its answer, enabling trustless payments for AI compute while using inference as proof of work to secure a blockchain
“What we're trying to do with TensorCash is get the same unit of electricity to do both at the same time.”
Today on MCG
$TSC | @Tensorcash w/ @samjavadi ,@enrico_otta
Tensor Cash is the verification and settlement layer for global AI inference
Highlights include:
00:58 – Introduction to Enrico and Samad
03:53 – AI compute is becoming a commodity
06:23 – Model substitution and quantization problem
07:36 – A commodity needs verification
08:53 – What Tensor Cash is
09:50 – L1 where proof of work is inference
11:03 – Bitcoin turned electricity into money
15:48 – Verification by replication
17:27 – Cheating caught: FP8 passed off as FP16
19:57 – Aims to be an open protocol
22:14 – InferenceFi: order book vs OpenRouter
23:57 – Equity in InferenceFi, contributors to Tensor Cash
26:47 – Live: frontier model mined, billed in USD
28:35 – Next: marketplace and flywheel
30:16 – Receipt for every inference
30:48 – How to mine
33:24 – Closing pitch vs overpriced IPOs
34:20 – Host takeaways
100ⓧ 观察 retweeted
Live soon with @samjavadi.
Questions on @Tensorcash are more than welcome.
xitter.cf/i/broadcasts/1aKbdEjkj…
100ⓧ 观察 retweeted
33,000 blocks of tensorcash:native in 14 seconds 🫧
Watch miners, pools and the SafeTrade listing shape the network, wallet by wallet.
57% of all mined TSC has never been sold.
👉 map.tensorcash.boblabs.eu
100ⓧ 观察 retweeted
Great to see the community contributing real-world benchmarks on TensorCash.
Mining adds almost nothing to the cost of serving a request. So one GPU, one request, two revenue streams: the block reward, and verified inference a customer will pay for.
An independent benchmark by @boblabs_eu showed that mining on TensorCash adds at most 0.3% GPU time to inference.
Qwen3.8-27B ran on three GPUs over a full agentic session, once without mining and once with every request mined.
GPU time changed by −1.1% to +0.3%.
At close to zero overhead cost, a miner can serve inference together with a proof of the model that wrote it, and compete for the block reward at the same time.
ALT Independent benchmark. TensorCash mining adds close to zero GPU time. GPU time added by mining over a full agentic session: RTX PRO 6000 Max-Q −1.1%, B200 +0.3%, H100 PCIe +0.2%. Measured 21–23 October 2026. Source: Bob Labs.
100ⓧ 观察 retweeted
gpus are the scarcest thing in ai right now. so a side job can't cost much.
an outside team, @boblabs_eu, ran a full ai agent session on @Tensorcash with every request mined. it took at most 0.3% more gpu time.
so a gpu can keep serving ai and mine blocks on the side. each answer comes with proof of which model wrote it.
i expect that to make mining an easy yes for anyone already running ai models
$TSC
An independent benchmark by @boblabs_eu showed that mining on TensorCash adds at most 0.3% GPU time to inference.
Qwen3.8-27B ran on three GPUs over a full agentic session, once without mining and once with every request mined.
GPU time changed by −1.1% to +0.3%.
At close to zero overhead cost, a miner can serve inference together with a proof of the model that wrote it, and compete for the block reward at the same time.
ALT Independent benchmark. TensorCash mining adds close to zero GPU time. GPU time added by mining over a full agentic session: RTX PRO 6000 Max-Q −1.1%, B200 +0.3%, H100 PCIe +0.2%. Measured 21–23 October 2026. Source: Bob Labs.
抱怨的人似乎老是在抱怨。
站在原地，不断向路过的人输出负能量。今天抱怨项目不公平，明天抱怨庄家不拉盘，后天觉得这个社会没救了。
在人生的某个阶段，我似乎也是这样的人，每个人可能都经历这样一段时光，直到自己发现似乎这些负能量毫无意义。
人生不如意事十之八九，谁又能一直顺风顺水呢？
要做的，是多看到人和事的闪光点，每一次都充满希望地出发，认真努力，坚持向前。
失败了做错了甚至被骗了也只是简单说一句：“好吧。”然后继续赶路。
相信自己走过的每一步路都不会白费，相信前方还有更好的风景，相信未来一定会有更美好的事情发生。
永远保持乐观，永远对这个世界充满期待。
上一家公司在疫情期间遭遇了一些经营波动，当时内部弥漫着负能量和各种谣言。作为公司最早的前20名OG之一，我在这种负能量满满的氛围下也选择了离开。
而就在今年，公司成功完成了IPO，许多昔日的同僚也因此实现了财富自由。这对我来说是一次巨大的机会损失，也是一堂昂贵的人生课。
这些年来，我接触过一些真正拿到大结果、最终全身而退的人，发现他们身上往往有着鲜明的共同点：强大的心力和长期乐观的心态。
这又突然想起原来认识一个 $KAS 大佬以前经常说的一句话了：要远离负能量，多接近正能量。
这里我解释下 @boblabs_eu 在千问27B模型技术复现意的义：
@Tensorcash 的 PoW 协议能够以几乎可以忽略的额外计算开销，兼容现有的 AI 模型推理。
真正做到同一份计算，几乎相同的成本，两种产出：AI 推理收入 + PoW 区块奖励。
我认为，这种经济模型对未来吸引中大型数据中心采用 tensorcash:native 至关重要。毕竟这个世界终究是商业社会，任何商业行为都绕不开成本与收益。
An independent benchmark by @boblabs_eu showed that mining on TensorCash adds at most 0.3% GPU time to inference.
Qwen3.8-27B ran on three GPUs over a full agentic session, once without mining and once with every request mined.
GPU time changed by −1.1% to +0.3%.
At close to zero overhead cost, a miner can serve inference together with a proof of the model that wrote it, and compete for the block reward at the same time.
ALT Independent benchmark. TensorCash mining adds close to zero GPU time. GPU time added by mining over a full agentic session: RTX PRO 6000 Max-Q −1.1%, B200 +0.3%, H100 PCIe +0.2%. Measured 21–23 October 2026. Source: Bob Labs.
100ⓧ 观察 retweeted
⚡ Neptune Core v0.19.3 is out!
Another step toward letting nodes join the network without downloading every block:
• Nodes can now share archival mutator set data, verified against the chain before it's accepted
• Options to refuse incoming connections or connect only to listed peers
• Earlier rejection of bad-standing peers and tighter block-serving limits
• Mempool fix and updated docs, including an explainer on succinctness
🔗 Full notes:
github.com/Neptune-Crypto/ne…
⚡ Neptune Core v0.19.2 is out!
Two days after v0.19.1, the P2P work continues, with a focus on protecting nodes from overload:
• Invalid blocks dropped early, before costly proof verification
• Rate limits on blocks served to peers
• More reliable connections for nodes behind routers and firewalls
• Mempool and mining fixes
🔗 Full notes:
github.com/Neptune-Crypto/ne…
100ⓧ 观察 retweeted
Tomorrow at 12:30 ET, early contributors @samjavadi and @enrico_otta join @MCGlive to talk about TensorCash and answer questions about the protocol.
This week on MCG powered by @fomo, @MetaDAOProject, times in ET
Monday 10/26
12:30 - $OVER @overdotcomputer w/@lililashka (@backabledotbiz raise)
1:00 - $CHOP @choplogsapp
Tuesday 10/27
12:30 - tensorcash:native @tensorcash w/@samjavadi @enrico_otta
1:00 - $ARX @arcium w/@yrschrade
Wednesday 10/28
12:30 - $UFG @ufgdefi w/@defidave
1:00 - $AI @longdotxyz w/@natan_benish
Thursday 10/29
12:30 - robinhood:0x72be1277e198d0c476869253cb4e62807e14533c @RaetoCC
1:00 - robinhood:0x7163ae1b5aea2f09ebc609c52b4dcac0a7a4bc2d @gagedotcash w/@0xbisbis
Friday 10/30
12:30 - $ANYONE @AnyoneFDN w/@0xneuratic
1:00 - robinhood:0xfce34d21a92069100e3226638140706cf03a266e @GldstnOnChain w/@SonofAdam777_
Watch on YT 👉 youtube.com/@MCG_Live
MCG Research terminal: mcgsignal.com
Learn to LP with @met_lparmy on @MeteoraAG
Convert to solana:USDvUSpnhCr9yBgj3UyVrD239HRUv4RsHwH2FxsWuMk w/@solomon_labs, link in bio
tensorcash:native @Tensorcash @MCGlive 访谈节目
北京时间：10月28日（周三）凌晨 00:30
美东时间：10月27日（周二）中午 12:30 PM EDT
嘉宾-Tensorcash生态支持者
Enrico Ottavian（@enrico_otta）
Sam Javadi（@samjavadi）
直播链接：
youtube.com/@MCG_Live?utm_so…
This week on MCG powered by @fomo, @MetaDAOProject, times in ET
Monday 10/26
12:30 - $OVER @overdotcomputer w/@lililashka (@backabledotbiz raise)
1:00 - $CHOP @choplogsapp
Tuesday 10/27
12:30 - tensorcash:native @tensorcash w/@samjavadi @enrico_otta
1:00 - $ARX @arcium w/@yrschrade
Wednesday 10/28
12:30 - $UFG @ufgdefi w/@defidave
1:00 - $AI @longdotxyz w/@natan_benish
Thursday 10/29
12:30 - robinhood:0x72be1277e198d0c476869253cb4e62807e14533c @RaetoCC
1:00 - robinhood:0x7163ae1b5aea2f09ebc609c52b4dcac0a7a4bc2d @gagedotcash w/@0xbisbis
Friday 10/30
12:30 - $ANYONE @AnyoneFDN w/@0xneuratic
1:00 - robinhood:0xfce34d21a92069100e3226638140706cf03a266e @GldstnOnChain w/@SonofAdam777_
Watch on YT 👉 youtube.com/@MCG_Live
MCG Research terminal: mcgsignal.com
Learn to LP with @met_lparmy on @MeteoraAG
Convert to solana:USDvUSpnhCr9yBgj3UyVrD239HRUv4RsHwH2FxsWuMk w/@solomon_labs, link in bio
100ⓧ 观察 retweeted
LONGHORN is LIVE.
longhornpool.net
A #BNT #blocknet miner built for AMD, plus a zero-fee pool.
Pool 0% fee
Miner 2% fee
The lowest total fees for AMD miners.
小绿豆场外价格已经触达0.025-0.04了 😃
真是小绿豆变小铜豆了...
下一步上 Safetrade 争取变成小银豆啊
@safetrade Hey Sir When list $BNT ？
$Bnt 价格一天比一天高，大哥又买2525u 10万个，现在需要卖家，卖家赶紧出点货吧。
@alexlizeros @Go_sprs @bitcoin2themars @Blonskr @safetrade @swap_doge
