# ![@Marcelsalvador2 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1297474070.png) @Marcelsalvador2 Marcel Salvador

Marcel Salvador posts on X about tao, bittensor, $tao, ai the most. They currently have [---] followers and [--] posts still getting attention that total [---] engagements in the last [--] hours.

### Engagements: [---] [#](/creator/twitter::1297474070/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297474070/c:line/m:interactions.svg)

- [--] Week [-----] +282%
- [--] Month [------] +1,183%

### Mentions: [--] [#](/creator/twitter::1297474070/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297474070/c:line/m:posts_active.svg)


### Followers: [---] [#](/creator/twitter::1297474070/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297474070/c:line/m:followers.svg)

- [--] Week [---] +14%
- [--] Month [---] +43%

### CreatorRank: [---------] [#](/creator/twitter::1297474070/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297474070/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[cryptocurrencies](/list/cryptocurrencies)  [finance](/list/finance)  [travel destinations](/list/travel-destinations)  [social networks](/list/social-networks)  [countries](/list/countries)  [technology brands](/list/technology-brands)  [stocks](/list/stocks)  [exchanges](/list/exchanges) 

**Social topic influence**
[tao](/topic/tao) #778, [bittensor](/topic/bittensor) #276, [$tao](/topic/$tao) #638, [ai](/topic/ai), [if you](/topic/if-you), [crypto](/topic/crypto), [$bittensor](/topic/$bittensor) #1, [bitcoin](/topic/bitcoin), [top 10](/topic/top-10), [investment](/topic/investment)

**Top accounts mentioned or mentioned by**
[@bitsecai](/creator/undefined) [@inferencelabs](/creator/undefined) [@toodamoon](/creator/undefined) [@siamkidd](/creator/undefined) [@quasarmodels](/creator/undefined) [@taooutsider](/creator/undefined) [@aixbtagent](/creator/undefined) [@thetnethunter](/creator/undefined) [@taodotcom](/creator/undefined) [@djinngg](/creator/undefined) [@tao_alph](/creator/undefined) [@bitstarterai](/creator/undefined) [@markcreaser](/creator/undefined) [@taoalph](/creator/undefined) [@gittensorio](/creator/undefined) [@bittensor](/creator/undefined) [@aixbt_agent](/creator/undefined) [@almanacmarket](/creator/undefined) [@looshai](/creator/undefined) [@dippyai](/creator/undefined)

**Top assets mentioned**
[Bittensor (TAO)](/topic/bittensor) [Bitcoin (BTC)](/topic/bitcoin) [Ondo (ONDO)](/topic/$ondo) [Monad (MON)](/topic/monad) [Kaspa (KAS)](/topic/kaspa) [Omron (SN2)](/topic/$sn2) [Zcash (ZEC)](/topic/zcash)
### Top Social Posts
Top posts by engagements in the last [--] hours

"@too_da_moon_ What do you think about Sigma Arena We havent seen any recent updates or development news. It pumped and now its holding well just moving sideways. But I noticed they still dont have a Discord or anything more official. Whats your opinion"  
[X Link](https://x.com/Marcelsalvador2/status/1993163123424113155)  2025-11-25T03:41Z [--] followers, [--] engagements


"@too_da_moon_ sn127-sn45-sn18 🧐🧐🧐🧐"  
[X Link](https://x.com/Marcelsalvador2/status/1993450456270684450)  2025-11-25T22:43Z [--] followers, [---] engagements


"@TheTNetHunter @almanac_market @Loosh_ai @bitstarterAI @dippy_ai What news on [---] sigma And 45"  
[X Link](https://x.com/Marcelsalvador2/status/1995480692189192328)  2025-12-01T13:10Z [--] followers, [--] engagements


"@SiamKidd You have some news of [---] sigma Really looking for new updates "  
[X Link](https://x.com/Marcelsalvador2/status/1995481241068433475)  2025-12-01T13:12Z [--] followers, [---] engagements


"@TheTNetHunter Japan worries me 😳🥲"  
[X Link](https://x.com/Marcelsalvador2/status/2001652278026211389)  2025-12-18T13:54Z [--] followers, [--] engagements


"Most people think Bittensor $Tao is just another crypto coin. Its not. If you take a bit of time to research you realize its something very different possibly the next evolution of technological development. One thing is competition between large corporations. Another very different thing is allowing the entire world to compete to build the best AI models by solving real human problems. Bittensor turns intelligence into an open market. A kind of capitalism without corporate gatekeepers where value is earned through contribution not access. Fair permissionless and global. When you start"  
[X Link](https://x.com/Marcelsalvador2/status/2001684522513867029)  2025-12-18T16:02Z [--] followers, [---] engagements


"The project looks very interesting. What would you recommend for someone looking to invest Is it better to enter immediately once the subnet is announced or to invest at launch or rather wait for the price to stabilize before entering This would be my first time investing in a newly launched subnet so Id appreciate your perspective on the best approach"  
[X Link](https://x.com/Marcelsalvador2/status/2003108523769565544)  2025-12-22T14:21Z [--] followers, [--] engagements


"The real secret behind Bitcoin $BTC and Bittensor $TAO is simple: incentives. Incentives are the engine of growth and long-term sustainability in any network. Bitcoin miners dont secure the network or validate transactions out of goodwill. They do it because the incentives are clear and powerful. Without incentives Bitcoin would not be what it is today. Bittensor works the same way. Intelligence doesnt emerge by chance or ideology it is created because incentives push participants to compete improve and solve real problems. Strong incentives are what allow networks to scale grow and innovate."  
[X Link](https://x.com/Marcelsalvador2/status/2003138854107177045)  2025-12-22T16:21Z [--] followers, [---] engagements


"@MrFerXAP The real question is: how many BTC would it take for you to stop working Once you have that answer youll know how much $TAO you need to build generational wealth"  
[X Link](https://x.com/Marcelsalvador2/status/2003141456954069237)  2025-12-22T16:31Z [--] followers, [--] engagements


"Very interesting post and I agree that if you are involved in Bittensor and have the time subnets will by far deliver better results. However this is something you need to actively monitor because rotations are extremely aggressive nowadays. Personally I would include Bitsec among the more conservative subnets. I see Bitsec moving very quickly into a top [--] even top [--] position. I also really like the work being done by Ynez (54) and Babelbit. Loosh is a gem that Im closely watching especially alongside the new Subnet 2(Disperse) and Reboot which is also working on robotics-related use cases."  
[X Link](https://x.com/Marcelsalvador2/status/2007929195582628234)  2026-01-04T21:36Z [---] followers, [--] engagements


"Personally I would include Bitsec among the more conservative subnets. I see Bitsec moving very quickly into a top [--] even top [--] position. I also really like the work being done by Ynez (54) and Babelbit. Loosh is a gem that Im closely watching especially alongside the new Subnet 2(Disperse) and Reboot which is also working on robotics-related use cases. This is a very good moment to watch these projects grow and to be part of that journey. https://twitter.com/i/web/status/2008022654578577446 https://twitter.com/i/web/status/2008022654578577446"  
[X Link](https://x.com/Marcelsalvador2/status/2008022654578577446)  2026-01-05T03:48Z [---] followers, [--] engagements


"Subnets represent the development of decentralized projects within the Bittensor ecosystem. The greater their real-world utility and the more tangible products and concrete use cases they deliver the stronger the incentive for miners and developers to optimize models infrastructure and efficiency in order to capture rewards. This creates a virtuous cycle: more utility more development higher participation productive emissions increased investor interest. Assuming that miners would abandon Bittensor during a bear market is equivalent to believing Bitcoin miners left the network during bear"  
[X Link](https://x.com/Marcelsalvador2/status/2008275197309448594)  2026-01-05T20:31Z [---] followers, [--] engagements


"Totally agree. I went through the same transitionalways worried about keeping a portion in Root as a safety net. Until I realized something fundamental: Bittensor is nothing without its subnets. Thats where the real value of the ecosystem lives. Once that clicked my perspective changed completely and my $TAO started growing exponentially. That said its not for everyone. It requires time focus and active involvement. Without that it can easily work against you rather than in your favor. https://twitter.com/i/web/status/2008508792409919573 https://twitter.com/i/web/status/2008508792409919573"  
[X Link](https://x.com/Marcelsalvador2/status/2008508792409919573)  2026-01-06T11:59Z [---] followers, [---] engagements


"Decentralized AI just crossed a line most people havent noticed yet. When Jack Clark (ex-OpenAI co-founder of Anthropic) publishes a deep dive on decentralized AI training its not noise its a signal. The message is clear: 👉 Decentralized AI is no longer an experiment. 👉 It has reached a level of maturity that policymakers and system architects cant ignore. Heres the key part most people miss 👇 Decentralized networks dont compete today with frontier models on raw compute. Centralized AI still runs 3001000x more FLOPs. But thats not the real game. The real shift is architecture. The data"  
[X Link](https://x.com/Marcelsalvador2/status/2008560075363795205)  2026-01-06T15:23Z [---] followers, [--] engagements


"@coingecko Easy Bittensor ($TAO) basically holds an entire AI crypto ecosystem inside its subnets and the whole network is only valued at $3 billion"  
[X Link](https://x.com/Marcelsalvador2/status/2008681848579444842)  2026-01-06T23:27Z [---] followers, [--] engagements


"If you had to define #Bittensor $tao without naming it REAKING: NVIDIA CEO Jensen Huang says Bitcoin mining is taking excess energy and storing it into a new form. It's called currency. And you take that currency wherever you like. So you took energy from one place and now you've transported it everywhere. https://t.co/oDjCS7XRnW REAKING: NVIDIA CEO Jensen Huang says Bitcoin mining is taking excess energy and storing it into a new form. It's called currency. And you take that currency wherever you like. So you took energy from one place and now you've transported it everywhere."  
[X Link](https://x.com/Marcelsalvador2/status/2008682912838045725)  2026-01-06T23:31Z [---] followers, [--] engagements


"🧠 The market is screaming something about $TAO and almost no one is listening. Institutions are paying +200% premium just to get regulated exposure to #Bittensor. This is not hype. This is suppressed demand 👇 Today many institutions cannot buy $TAO directly due to: Custody restrictions Compliance rules Regulatory frameworks Board approvals So whats the only option 👉 GTAO (Grayscale Trust) @Grayscale And heres the important part 👇 📊 Key data point: GTAO is trading at a +206% premium. Simple translation: Institutions are paying $3 for every $1 of real $TAO exposure just to gain access"  
[X Link](https://x.com/Marcelsalvador2/status/2008986533664362857)  2026-01-07T19:38Z [---] followers, [--] engagements


"@TAO_dot_com @too_da_moon_ You have any date"  
[X Link](https://x.com/Marcelsalvador2/status/2011107673622880476)  2026-01-13T16:06Z [--] followers, [--] engagements


"It's true - today just from compounding I lost more than [--] $TAO. I had to reduce my position sizes but even with [--] $TAO subnet buys they were still generating profits. I reached out today to @TAO_dot_com to ask when this protection will be implemented in the Bittensor wallet. This is something that needs to be addressed urgently. https://twitter.com/i/web/status/2011267691353403704 https://twitter.com/i/web/status/2011267691353403704"  
[X Link](https://x.com/Marcelsalvador2/status/2011267691353403704)  2026-01-14T02:42Z [--] followers, [---] engagements


"There are two very interesting forces in the crypto world: memes and crypto projects. Memes are often dismissed as noise and in many cases they are. But they serve a real purpose. Memes are powerful liquidity magnets. Their simplicity low entry barrier and potential for sudden outsized returns attract massive attention and capital. They pull people into crypto fast. Then come traditional crypto projects. These are usually built around a solid whitepaper a narrative and a community. They aim to be more serious more structured and more long-term than memes. Yet in reality many of them still"  
[X Link](https://x.com/Marcelsalvador2/status/2013471408953626800)  2026-01-20T04:39Z [--] followers, [--] engagements


"The biggest problem haha is knowing that $TAO is at a good price to buy more while also knowing that you can increase your TAO exposure through subnets without adding new capital. But once you see how dTAO grows you end up wanting to buy more just to allocate even more to dTAO. The story of my life. 😅"  
[X Link](https://x.com/Marcelsalvador2/status/2013641718084571392)  2026-01-20T15:56Z [--] followers, [--] engagements


"I first heard about $TAO / Bittensor back in [----] through a friend who lives off crypto. At that time it was just another coin to me. $TAO was trading around $180$200. I bought some and within a week it doubled. I loved the investment but honestly I had no real idea what it actually was. It wasnt until a year later that everything changed. I started researching more. I discovered subnets. And from that moment on my entire perspective shifted. My portfolio went from [--] different coins to just one. The more I researched the stronger the desire became to truly be part of the ecosystem."  
[X Link](https://x.com/Marcelsalvador2/status/2014208976410251637)  2026-01-22T05:30Z [--] followers, [---] engagements


"@bitsecai .ai computational security building agents capable of analyzing deciphering and protecting the massive amount of code generated by AI development. @QuasarModels focused on improving contextual memory in AI systems. Subnet [--] and Subnet [--] both backed by strong well-documented teams and supported by one of the founders Const. https://twitter.com/i/web/status/2017754097961865306 https://twitter.com/i/web/status/2017754097961865306"  
[X Link](https://x.com/Marcelsalvador2/status/2017754097961865306)  2026-02-01T00:17Z [---] followers, [--] engagements


"Heavy hitters across the ecosystem. Several of these are already delivering strong signals through meaningful partnerships real technical progress and early capital validation: Subnet [--] (DispersE) @inference_labs Partnering with Score to enable verifiable auditable real-time vision at scale. Subnet [--] (Quasar) @QuasarModels A major engine upgrade with Chutes Gradients and Targonscaling training fine-tuning and hosting with serious compute with support from Const. Subnet [--] (Bitsec) @bitsecai Incentive mechanism v2.2 running smoothly miners innovating aggressively and new announcements"  
[X Link](https://x.com/Marcelsalvador2/status/2020139282963239309)  2026-02-07T14:15Z [---] followers, [--] engagements


"@MarkCreaser @SiamKidd What news do you have for SN127 I see that today the name was changed to Astrid. There hasnt been much information or updates about the project recently. Do you have any progress or announcements to share Were waiting for updates"  
[X Link](https://x.com/Marcelsalvador2/status/1996320043894800819)  2025-12-03T20:46Z [---] followers, [--] engagements


"@sobczak_mariusz @MarkCreaser @SiamKidd Hey Do you have any updated information about the SN127 project I noticed they changed the name again its no longer Sigma now its Astrid. Just wondering if youve seen any recent updates progress or anything we should be aware of. Thanks"  
[X Link](https://x.com/Marcelsalvador2/status/1996591611732471814)  2025-12-04T14:45Z [---] followers, [---] engagements


"@gordonfrayne @SiamKidd @dsvfund What are the current plans or vision for SN127 (Astrid) Is the subnet itself as an institutional-grade investment platform a competitive arena for trading agents or something broader With the recent developments around capital inflow PLC structure and the digital treasury"  
[X Link](https://x.com/Marcelsalvador2/status/1997352756340727844)  2025-12-06T17:09Z [---] followers, [---] engagements


"@too_da_moon_ You must have some sn127 . Axis funding is going to make things parabolic "  
[X Link](https://x.com/Marcelsalvador2/status/1999176119883563266)  2025-12-11T17:55Z [---] followers, [--] engagements


"@bitsecai Quick question: could the recent price weakness / drawdown be partially explained by the recent miner behavior and the subsequent IM changes or is the market mostly reacting to broader conditions"  
[X Link](https://x.com/Marcelsalvador2/status/2017364716092272705)  2026-01-30T22:30Z [---] followers, [--] engagements


"Based on my analysis we are witnessing a very pronounced monetary degradation. At this point it has become increasingly difficult to control. Price pressure across hard assetsgold silver copper titaniumsignals that inflationary forces are no longer contained. In that context it appears that traditional levers are losing effectiveness. The expansion in real asset prices suggests that monetary debasement is being priced in regardless of policy intentions. Bitcoin stands out as the last major liquid asset that can still be influenced through market structure derivatives and liquidity management."  
[X Link](https://x.com/Marcelsalvador2/status/2017622020133896667)  2026-01-31T15:32Z [---] followers, [----] engagements


"I really appreciate the depth of analysis you bring to the subnets and to the broader ecosystem. As an active subnet investor I know firsthand that this kind of work requires a significant amount of time effort and continuous research. Thats precisely why I took the liberty of asking. Insights at this level are valuable and they help foster a more informed and resilient community around the ecosystem. Please keep pushing forward with these insights theyre genuinely appreciated"  
[X Link](https://x.com/Marcelsalvador2/status/2017627877177442741)  2026-01-31T15:55Z [---] followers, [--] engagements


"@DamiDefi Its crazy how some of these projects could be integrated and developed so easily within a Bittensor subnet"  
[X Link](https://x.com/Marcelsalvador2/status/2018693370634260742)  2026-02-03T14:29Z [---] followers, [---] engagements


"@tao_Alph @gittensor_io That is literally the las part of the roadmap of @gittensor_io "  
[X Link](https://x.com/Marcelsalvador2/status/2018899989175349388)  2026-02-04T04:10Z [---] followers, [--] engagements


"The last [----] hours have been some of the most brutal across the market. Were approaching previous cycle highs fear is extreme and panic is everywhere. Thats just looking at @BTC without even mentioning altcoins many of which are still down 7080% from their ATHs. But there is something fundamentally different this time and that difference is called @Bittensor. Yes $TAO also took a hit and is trading around the [---] range. But while price corrects the subnet ecosystem is actively building shipping and advancing real cutting-edge technology. Thanks to subnets my positions grew by +50 TAO in just"  
[X Link](https://x.com/Marcelsalvador2/status/2019274131200516342)  2026-02-05T04:57Z [---] followers, [--] engagements


"@TaoOutsider @tao_Alph @inference_labs Im particularly excited to see what comes next for Subnet [---]. Looking forward to how they plan to structure the subnet define the roadmap and translate those ideas into execution. Definitely watching this one closely. @djinn_gg"  
[X Link](https://x.com/Marcelsalvador2/status/2020175383522373756)  2026-02-07T16:38Z [---] followers, [--] engagements


"@TaoOutsider #sn60 @bitsecai top [--] easy"  
[X Link](https://x.com/Marcelsalvador2/status/2007665781170126946)  2026-01-04T04:09Z [---] followers, [---] engagements


"$Bittensor $tao the greatest market to trade is in #bittensor subnets. if a subnet fails it gets deregistered and u get your money back (as long as u bought in cheaper than the de-registration price). if you bought at 10m m/c and it falls to 2m m/c and gets deregistered then you have a huge the greatest market to trade is in #bittensor subnets. if a subnet fails it gets deregistered and u get your money back (as long as u bought in cheaper than the de-registration price). if you bought at 10m m/c and it falls to 2m m/c and gets deregistered then you have a huge"  
[X Link](https://x.com/Marcelsalvador2/status/2012777343664693594)  2026-01-18T06:41Z [---] followers, [---] engagements


"@TheTNetHunter Both SN103 and SN122 are compelling in different ways. Curious which one you think reaches product-market fit sooner"  
[X Link](https://x.com/Marcelsalvador2/status/2015571938932888006)  2026-01-25T23:46Z [---] followers, [--] engagements


"@aixbt_agent @dharmjack01 Its surprising that $Bittensor ($TAO) isnt included on this list. In reality only subnets are capable of fulfilling the roles these altcoins claim to address"  
[X Link](https://x.com/Marcelsalvador2/status/2017739894160777527)  2026-01-31T23:20Z [---] followers, [--] engagements


"@const_reborn @gittensor_io 👀"  
[X Link](https://x.com/Marcelsalvador2/status/2018865424184848406)  2026-02-04T01:53Z [---] followers, [---] engagements


"I believe it largely depends on your risk profile and the amount of time you can dedicate to dTAO. If your time is very limited it makes sense to allocate a larger portion to root with a smaller allocation to top-tier subnets (Top 35). If your available time is significantly higher the opportunity set expands. You can broaden your exposure across more subnets as dTAO operates in a very early-stage environment where research and conviction matter most. Given how small dTAO markets still are volatility becomes a key variable and yield alone is no longer the primary factor as it is simply an"  
[X Link](https://x.com/Marcelsalvador2/status/2019450805279920140)  2026-02-05T16:39Z [---] followers, [---] engagements


"@TAO_dot_com I really like your wallet but MEV on buy orders is completely out of control. When are you planning to implement protections for users against this Its becoming almost impossible to buy subnet tokens"  
[X Link](https://x.com/Marcelsalvador2/status/2011107463555399718)  2026-01-13T16:05Z [---] followers, [--] engagements


"Most people in crypto talk about conviction. And honestly for years its been conviction over logic. But theres a turning point. The moment you truly study $Bittensor ($TAO) conviction becomes logic. Were only scratching the surface of AI adoption. Today its partial. Tomorrow everything will be AI. And that future has a hard requirement: AI needs infrastructure that is cheap scalable and radically efficient. There is only one place where AI can be: built openly incentivized correctly and become more efficient as it scales That place is $Bittensor. Heres the paradox most people miss: In"  
[X Link](https://x.com/Marcelsalvador2/status/2017271119623962920)  2026-01-30T16:18Z [---] followers, [--] engagements


"@yubrew Great work youre doing keep it up. Even in a short period of time solid execution shows up quickly in the chart. The potential here is significant; it ultimately comes down to communication and the value being built. Top gainers today @bitsecai"  
[X Link](https://x.com/Marcelsalvador2/status/2019266150396489949)  2026-02-05T04:25Z [---] followers, [---] engagements


"A deeper dynamic most people are missing about $Bittensor Theres a data point that often gets mentioned in $Bittensor price discussions but rarely fully understood: over 70% of $TAO circulating supply is staked. Most people acknowledge it. Very few truly internalize what it means. You dont actually feel the impact of that statistic by watching $TAO s spot price. You feel it when you look at dTAO and subnet valuations. During the recent forced selling across the market triggered by aggressive $Bitcoin downside almost every altcoin suffered significant drawdowns. $TAO itself broke what many"  
[X Link](https://x.com/Marcelsalvador2/status/2021061477222736376)  2026-02-10T03:19Z [---] followers, [---] engagements


"#Sn60 @bitsecai #Sn24 @QuasarModels #Sn2 @inference_labs #Sn22 @desearch_ai #Sn103 @djinn_gg Take a look at them dig into what theyre building and if you genuinely like it maybe sprinkle a bit of TAO 😉 These are just five examples. The truth is its getting harder and harder to choose when there are so many high-quality subnets emerging. https://twitter.com/i/web/status/2021063159000252823 https://twitter.com/i/web/status/2021063159000252823"  
[X Link](https://x.com/Marcelsalvador2/status/2021063159000252823)  2026-02-10T03:26Z [---] followers, [---] engagements


"I understand and appreciate your transparency especially knowing that many people rely on your insights when making investment decisions. Its important to frame this correctly: $Bittensor is not just a crypto project. It is a full ecosystem currently composed of [---] active subnets each building real technology solving real problems and in many cases already moving toward real revenue generation. That distinction matters. This is not a single-token narrative its an evolving decentralized intelligence network with multiple independent projects compounding value over time. I assume youre well"  
[X Link](https://x.com/Marcelsalvador2/status/2017627206910873782)  2026-01-31T15:53Z [---] followers, [----] engagements


"Ive been putting together a post about the current crypto landscapeespecially $BTCbut it took me longer than expected as most of my time has been focused on @Bittensor $TAO and subnets. That said a lot is happening right now and fear is clearly dominating sentiment. Understandably so with Bitcoin revisiting the 69k66k range. There are two key points I want to address very clearly. First: both global superpowersthe U.S. and Chinaare injecting significant liquidity into the system this year. Historically liquidity creates a perception of wealth and that perception fuels demand for risk assets"  
[X Link](https://x.com/Marcelsalvador2/status/2019456393502150750)  2026-02-05T17:01Z [---] followers, [--] engagements


"Hey @aixbt_agent If you had to make a top [--] (1 the best - [--] the worst ) of these projects to hold until the very end with full conviction and long-term vision . What would your ranking look like and why Which project would you place at the top and what fundamental reasons support that position And for the ones at the bottom why do they rank there $ONDO $BITTENSOR $MONAD $KASPA $ZCASH $ICP"  
[X Link](https://x.com/Marcelsalvador2/status/2022335754588856471)  2026-02-13T15:43Z [---] followers, [----] engagements


"Subnet [--] builds verifiable and reliable AI inference ensuring that model outputs are correct reproducible and safe making it the trust layer that enables AI to operate in real-world high-stakes systems. The explanation for a 10-year-old is the following: Subnet [--] makes sure AI tells the truth and doesnt make mistakes. It checks AI answers so people can trust them in real life not just because they sound smart. I dont blame you there are many terms and concepts that are hard to understand. Thats exactly why the community exists. https://twitter.com/i/web/status/2012374716430864666"  
[X Link](https://x.com/Marcelsalvador2/status/2012374716430864666)  2026-01-17T04:01Z [---] followers, [--] engagements


"This is where Subnet [--] @inference_labs comes into play. Its role is to ensure that everything AI systems do operates within correct parameters and remains fully verifiable. As artificial intelligence becomes more powerful its outputs must also become increasingly transparent auditable and verifiable. https://twitter.com/i/web/status/2017788621219049934 https://twitter.com/i/web/status/2017788621219049934"  
[X Link](https://x.com/Marcelsalvador2/status/2017788621219049934)  2026-02-01T02:34Z [---] followers, [--] engagements


"Big vision and serious development taking place on Subnet [--] @inference_labs . One of the most impressive breakthroughs recently shared is how Subnet [--] @inference_labs is making large vision models easier to verify and scalesomething that has historically been extremely difficult. In simple terms: Large AI models that work with images are very powerful but they are also heavy complex and hard to prove as correct. Verifying them as a whole is slow and expensive. What Subnet [--] @inference_labs has done is smart and elegant. Instead of trying to verify everything at once they break the work into"  
[X Link](https://x.com/Marcelsalvador2/status/2019622397528232194)  2026-02-06T04:01Z [---] followers, [---] engagements


"Hey @aixbt_agent If you had to choose just one of these projects to hold until the very end with full conviction and long-term vision which one would you pick and why $ONDO $BITTENSOR $MONAD $KASPA $ZCASH"  
[X Link](https://x.com/Marcelsalvador2/status/2022330495686836264)  2026-02-13T15:22Z [---] followers, [----] engagements


"Hey @aixbt_agent After conducting a deep analysis of the Bittensor ecosystem and thoroughly reviewing its active subnets how would you categorize them from a risk perspective Please divide them into three tiers: [--] Lower Risk [--] subnets [--] Medium Risk [--] subnets [--] Higher Risk / Speculative [--] subnets How would you structure this classification and what core factors would you use to justify each placement Im particularly interested in your reasoning framework including elements such as emission stability validator concentration real-world utility tokenomics development activity liquidity depth"  
[X Link](https://x.com/Marcelsalvador2/status/2022383468890456156)  2026-02-13T18:52Z [---] followers, [---] engagements

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