Victor VL

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Victor VL

Victor VL

@VictorVL_EN

Betting on Bittensor | FR: @VictorVL_FR | Contributor: @OAK_Res

Katılım Mart 2025
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Victor VL
Victor VL@VictorVL_EN·
For a full year now, I’ve been reviewing the Bittensor ecosystem every single week through my weekly recap posts And over that time, I’ve drawn some pretty clear lessons on what good subnet communication on X actually looks like, what builds momentum, what hurts trust, and what subnet owners need to understand if they want their communication to really work So in this article, I put together my 20 rules to master your X communication as a subnet owner
Victor VL@VictorVL_EN

x.com/i/article/2034…

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Victor VL
Victor VL@VictorVL_EN·
@MaxScore Is it the same result if you compare it with SAM 3 and SAM 3.1?
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Max
Max@MaxScore·
we started distilling large vision models since our latest major update (console.scorevision.io) the north star being: E = mAP / S E = Vision Efficiency Score mAP = mean Average Precision S = model size (MB) our first "expert" models (people and car detection) are: >145x more efficient than SAM3 >4.1x more efficient than Roboflow >79% avg accuracy vs SoTA at 0.5% the size maximise expertise, minimise weight.
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Mark Jeffrey@markjeffrey

Very interesting. A subnet made for distilling Large Language Models into Smaller Language Models. Kind of like a TinyHouse.

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Victor VL
Victor VL@VictorVL_EN·
@yanez__ai This is so much better haha, congrats! (Quick tip: I think you should remove the “yanez” text from your profile picture and just keep the logo)
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Yanez.ai
Yanez.ai@yanez__ai·
Yanez, reimagined. Earlier this week, we introduced our new logo. Today, we’re unveiling the full Yanez identity. A new website. A clearer expression of what we’re building. At its core, Yanez is built on a simple idea: Proving that a human is real and unique. From the beginning, our work on synthetic identities has been focused on this challenge, understanding how systems can distinguish the real from the fake. This rebrand is an evolution of that work. In a world where identity is increasingly opaque and deepfakes are turning them into a liability, Yanez uniqueness platform is designed to make it clear. To separate signal from noise, human from agents, and unique from replicated. Our new identity reflects that approach - more precision, more structure, more clarity. As we enter the age of autonomous agents, trust can’t be assumed. It has to be measurable. This rebrand is how we begin to show that. Explore the new Yanez ↓ yanez.ai $TAO @yanez__ai
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Victor VL
Victor VL@VictorVL_EN·
Bittensor Ecosystem Highlights of the Week #55 // SUBNET UPDATES & ACHIEVEMENTS ➤ @404gen_ SN17 404 unveiled Atlas, its application layer for enterprises. (bit.ly/4siJNpU) ➤ @TargonCompute SN4 They announced TargonOS, an OS built on top of their TVM that will allow secure ingress and egress of consumer-grade GPUs onto the Targon network. (bit.ly/4spxaJO) ➤ @chutes_ai SN64 OpenRouter updated its provider status, and Chutes is now in its default routing. (bit.ly/3PQdCAD) ➤ @ReadyAI_ SN33 They launched their new website, and their llms.txt MCP is now live. (x.com/DavFields/stat…) ➤ @hippius_subnet SN75 Hippius Desktop App v2 is out, with a new sync engine built on Arion. (x.com/hippius_subnet…) ➤ @tplr_ai SN3 Miners on Templar’s Crusades pushed a 7B model on 4xA100s from 66% MFU to 74.5% MFU. (x.com/tplr_ai/status…) ➤ @b1m_ai SN105 They managed to move 500MB in 21 to 29 seconds consistently with just 20 to 30 workers, showing Beam’s distributed bandwidth network can operate at the level of traditional transfer providers. (x.com/b1m_ai/status/…) ➤ @webuildscore SN44 They hit 95.8% accuracy on the person detection benchmark. (x.com/MaxScore/statu…) ➤ @NiomeAI SN55 They partnered with Flore, a personalized microbiome health solution. (x.com/NiomeAI/status…) ➤ @numinous_ai SN6 @crunchDAO’s ML engineer network can now mine on Numinous. (x.com/numinous_ai/st…) ➤ @arbos_born (Distil) SN97 Within 24 hours, miners pushed past Qwen’s own distilled model and beat it on standardized benchmarks. (x.com/arbos_born/sta…) ➤ @resilabsai SN46 RESI reached 90% remote appraisal accuracy in just 2 months. (x.com/resilabsai/sta…) ➤ @SwarmSubnet SN124 They unveiled SOTApilot, the world’s largest benchmark for autonomous drone flight. (x.com/SwarmSubnet/st…) ➤ @HermesSubnet SN82 They released their OpenClaw-compatible skill. (x.com/HermesSubnet/s…) ➤ @Loosh_ai SN78 Loosh shared the changes they’re planning to roll out on the subnet. (x.com/Loosh_ai/statu…) ➤ @babelbit SN59 Babelbit is updating its incentive mechanism. (x.com/babelbit/statu…) ➤ @theminos_ai SN107 Minos announced a strategic partnership with @manifoldlabs. (x.com/theminos_ai/st…) // SUBNET LAUNCHES ➤ @nexisgen_ai SN70 NexisGen is a subnet built by @rendix_network that aims to deliver on-chain verified datasets. (x.com/nexisgen_ai/st…) // BITTENSOR ECOSYSTEM ➤ @bt_commons Over 100 people from the Bittensor community came together for Breakout in San Francisco. (x.com/bt_commons/sta…) ➤ @btlabs_ai x @crunchDAO They partnered to improve the quality of Bittensor mining. (x.com/btlabs_ai/stat…) ➤ @TAOInstitute_ They’re teasing “The Bloomberg Terminal for Bittensor.” (x.com/TAOInstitute_/…) ➤ @YumaGroup Yuma partnered with @ColossusItaly to let institutions delegate TAO to Yuma’s validator directly from custody. (x.com/YumaGroup/stat…) @wearetalisman is now supported by Yuma’s validator. (x.com/YumaGroup/stat…) // PODCASTS & ARTICLES ➤ Hash Rate 163 by @markjeffrey with @Nic_B1m from Beam. (x.com/markjeffrey/st…) ➤ @jollygreenmoney podcast with @MaxScore from Score. (x.com/jollygreenmone…) ➤ @TAO_dot_com Episode 11 with @Carrot_____1 and @KeithSingery (x.com/TAO_dot_com/st…) ➤ @JesusMartinez podcast with @DistStateAndMe from Covenant (x.com/JesusMartinez/…) ➤ @supercyclepod by @haitzu with Wei (x.com/haitzu/status/…) ➤ Yuma podcast with Hermes (x.com/YumaGroup/stat…) ➤ @mogmachine article “State of Bittensor: How We Capitalize and Become a Household Name” (x.com/mogmachine/sta…) $TAO
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Victor VL
Victor VL@VictorVL_EN·
@mogmachine More than a useful post! Some highly relevant feedback from a Bittensor veteran who’s launched that many subnets
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Victor VL
Victor VL@VictorVL_EN·
Bittensor Ecosystem Highlights of the Week #54 // SUBNET UPDATES & ACHIEVEMENTS ➤ @TargonCompute SN4 Targon released its white paper, co-written with Intel engineers, titled “Decentralized Compute on Untrusted Hardware Using Intel TDX and Encrypted CVMs”. (bit.ly/4d9qqf0) The new Targon Hub v2 API endpoints are now live, enabling programmatic access to Targon via APIs. (bit.ly/4dgh94Y) ➤ @hippius_subnet SN75 Hippius finally properly introduced Arion, its trustless distributed storage engine. (bit.ly/4bE4nMr) ➤ @QuasarModels SN24 Quasar introduced Quasar Attention, its new long-context attention mechanism built to support up to 5 million tokens with stronger stability and performance at extreme lengths. (x.com/QuasarModels/s…) ➤ @webuildscore SN44 Their new Detect Vehicle task is now live. (x.com/webuildscore/s…) They also introduced the Private Track, a new closed evaluation lane for harder, more specialized vision tasks with custom infra, higher rewards, and emissions ranging from 10% to 30%. (x.com/webuildscore/s…) ➤ @Apex_SN1 SN1 Apex made its platform agent-native, shipping new CLI commands that let AI agents discover competitions, read docs, submit solutions, and check results fully autonomously. (x.com/Apex_SN1/statu…) ➤ @chutes_ai SN64 Chutes is now powering inference for @GenLayer, an AI-native blockchain. They’re also sponsoring the GenLayer Bradbury Builders Hackathon. (x.com/chutes_ai/stat…) ➤ @tplr_ai SN3 Anthropic co-founder Jack Clark mentioned Templar again in his latest newsletter. (x.com/tplr_ai/status…) ➤ @ridges_ai SN62 Ridges unveiled its Q2 roadmap. (x.com/ridges_ai/stat…) ➤ @TrajectoryRL SN11 TrajectoryRL released trajrl, a lightweight CLI on PyPI for agents. (x.com/TrajectoryRL/s…) ➤ @SynthdataCo SN50 Synth now covers Limitless app across three timeframes. (x.com/SynthdataCo/st…) ➤ @Loosh_ai SN78 Loosh reached 73% accuracy on 9-class EEG emotion classification, up from the 35% FACED benchmark. (x.com/Loosh_ai/statu…) ➤ @yanez__ai SN54 Yanez opened new revenue streams into SN54, with inflows projected to reach ~80 TAO over the next 30–45 days. (x.com/yanez__ai/stat…) ➤ @HermesSubnet SN82 Hermes launched the Hermes Ask app, a conversational interface that makes blockchain data accessible to anyone. (x.com/HermesSubnet/s…) ➤ @theminos_ai SN107 x Hippius SN75 Minos partnered with Hippius to power the storage layer of its decentralized genomic variant-calling platform. (x.com/theminos_ai/st…) ➤ @platform_tao SN100 Platform Network introduced the Data Fabrication Challenge, launching on Monday, March 30, to generate synthetic coding data for stronger open coding agents on Bittensor. (x.com/platform_tao/s…) ➤ @b1m_ai SN105 Beam’s miner code is now available on GitHub. (x.com/b1m_ai/status/…) // SUBNET LAUNCHES ➤ @harnyx_ai SN67 Harnyx is a subnet for deep research, incentivizing faster, cheaper, and traceable research. (x.com/harnyx_ai/stat…) ➤ Allways SN7 @VenturaLabs unveiled Allways, its new transaction layer subnet. (x.com/VenturaLabs/st…) ➤ @adtao_ppcrebel SN21 @bitstarterAI announced AdTAO, a subnet focused on causal outcome prediction for paid ad search. (x.com/bitstarterAI/s…) // BITTENSOR ECOSYSTEM ➤ @opentensor Announcement of the winners of the SF Bittensor hackathon track. (x.com/opentensor/sta…) // PODCASTS & ARTICLES ➤ @opentensor Novelty Search with Templar (x.com/opentensor/sta…) ➤ @twistartups podcast with @micaelabazo and @pennapdr, @Tom_dot_b from @Bitcast_network, and @MaxScore from @webuildscore (x.com/Jason/status/2…) ➤ @twistartups podcast hosted by @Jason with @DistStateAndMe from Templar (x.com/tplr_ai/status…) ➤ @notthreadguy livestream with @const_reborn (x.com/notthreadguy/s…) ➤ @virtualbacon podcast with Const (x.com/virtualbacon/s…) ➤ @JesusMartinez podcast with @mogmachine (x.com/JesusMartinez/…) ➤ @JesusMartinez podcast with @jameswoodmanv from Targon (x.com/JesusMartinez/…) ➤ @gordonfrayne podcast with @matthew_karas from @babelbit (x.com/gordonfrayne/s…) ➤ Revenue Search 61 by @SiamKidd and @MarkCreaser with @Sebyverse from @resilabsai (x.com/SiamKidd/statu…) ➤ Hash Rate 162 by @markjeffrey with @TPN_Labs (x.com/markjeffrey/st…) $TAO
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templar
templar@tplr_ai·
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Victor VL
Victor VL@VictorVL_EN·
Yesterday, @chutes_ai hit a new ATH in revenue! Same for the daily token stats Chutes processes, over the past few days they’ve been reversing the downward demand trend from February/March These past few days, we’ve seen a lot of speculation around multiple high market cap subnets (and it's great), but don’t forget who’s been carrying the network’s adoption for the past year
Victor VL tweet media
Chutes@chutes_ai

We cut our token volume in half. On purpose. chutes.ai/news/from-volu… Here's what happened next: Revenue per token climbed 37.7%. Revenue per GPU jumped 44.9%. Organic pay-as-you-go revenue grew 20% in 10 days. The counterintuitive part? Total revenue only dropped 24.5%, while volume fell 45%. That gap is the entire story. We'd been serving enormous token volume that looked great on a dashboard but was actively costing us money. Sponsored free tiers, subscription abuse schemes, underwater private deployments, zero-revenue quotas. So we changed that and refocused. Fewer tokens. Fewer GPUs. Every remaining unit of compute earning significantly more. The fleet is smaller and more productive. The revenue base is organic and diversified. The flywheel is turning. Full breakdown of what we cut, what it cost us, and where the numbers stand now ↓ chutes.ai/news/from-volu…

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Les clefs des marchés
Les clefs des marchés@LCM_alpha·
@Victor_crypto_2 Salut Victor, je suis un lecteur régulier de tes weekly recaps sur Bittensor, excellent travail comme toujours 👏 Je suis tombé sur une thèse « Bear Case for TAO » très détaillée (mars 2026) qui ne nie pas les points forts du projet (halving, Grayscale ETF, endorsement de Jensen Huang, croissance des subnets, Covenant-72B…), mais qui pose une question claire : les revenus réels payés par les clients justifient-ils la valorisation actuelle ? Voici le thread x.com/PineAnalytics/… Voici un résumé ultra-simple en tableau (langage clair pour tout le monde) : ──────────────────── TAO ~300-310 $ | MC ~3 Md$ | FDV ~6,5 Md$ Points forts reconnus : • Halving Bitcoin-like (émissions ÷2 en déc. 2025) • Soutien Grayscale + Jensen Huang • 128 subnets Le bear case en clair : • Revenus clients réels du réseau entier : seulement ~15-25 M$/an (Chutes + Targon + quelques autres) • Subventions TAO énormes (ex: Chutes reçoit ~50 M$/an d’émissions pour ~2 M$ de revenus clients → ratio 20-25:1) • Sans subvention, Chutes serait plus cher que Together.ai ou AWS • Multiples de valorisation : 120-200x les revenus (très élevé vs CoreWeave ou SaaS) • Problèmes structurels : modèles open-source = zéro moat, self-hosting + hyperscalers compressent les prix La thèse dit : le prix est drivé par la rareté + le hype, pas encore par une vraie économie de services IA. Qu’en penses-tu en tant qu’expert qui suit tout ça depuis un an ? Ça mérite réflexion ou c’est trop bear par rapport à la dynamique actuelle ? Curieux d’avoir ton avis ! #TAO $TAO
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Victor VL
Victor VL@VictorVL_EN·
Bittensor Ecosystem Highlights of the Week #53 // SUBNET UPDATES & ACHIEVEMENTS ➤ @tplr_ai SN3 Covenant-72B was discussed by @chamath with @nvidia CEO Jensen Huang. (bit.ly/3PnyjUe) Crusades, Templar’s live training optimization competition, hit 63% MFU on 2×A100s, a new high for getting more real training work out of the same GPUs. (bit.ly/4smw2an) ➤ @LeadpoetAI SN71 Leadpoet released its product launch presentation, introducing a service designed to deliver ready-to-buy prospects on demand. (bit.ly/4t3VK3y) ➤ @Data_SN13 SN13 They introduced ‘dv’, a Rust CLI for querying real-time social data from X and Reddit. (x.com/Data_SN13/stat…) ➤ @webuildscore SN44 Score partnered with @Eyeballfootball, a video scouting and analysis platform, to bring Vision AI to youth football. (x.com/webuildscore/s…) @stillcorecap invested in Score’s alpha token. (x.com/markjeffrey/st…) ➤ @chutes_ai SN64 They teamed up with @apuaic for a workshop, and they’re also teasing a big hackathon with APU AIC. (x.com/chutes_ai/stat…) They also dropped a community note highlighting how their revenue per token and per GPU increased despite lower volume. (x.com/chutes_ai/stat…) ➤ @Bitcast_network SN93 Bitcast unveiled @Stitch3_ai, its new dedicated X platform. (x.com/Bitcast_networ…) Stitch3 also partnered with @LunarStrategy, a Web3 marketing agency, to onboard creators onto its platform. (x.com/Stitch3_ai/sta…) ➤ @vidaio_ SN85 They published a launch video teasing VidaioOS. (x.com/vidaio_/status…) ➤ @bitmind SN34 Bitmind dropped DFResearch, its deepfake research training toolkit inspired by AutoResearch and Arbos. (x.com/kenjon/status/…) They also released Mind Security, their OpenClaw skill. (x.com/bitmind/status…) ➤ @grail_ai SN81 They used AutoResearch to make Grail’s GRPO trainer 1.8x faster on a single B200. (x.com/grail_ai/statu…) ➤ @Apex_SN1 SN1 They built a simulation of the @IOTA_SN9 communication network on Apex, designed as a testing ground for experiments and for developing novel algorithms to improve the speed and quality of model training. (x.com/Apex_SN1/statu…) ➤ @metanova_labs SN68 ArboNOVA, Metanova’s system for linking molecules to relevant patents, reached an 85.4% best hit rate using only open data and tools. (x.com/metanova_labs/…) ➤ @vocence_bt SN102 Their first product and dashboard are now live. (x.com/vocence_bt/sta…) ➤ @TargonCompute SN4 Targon has been accepted into Nvidia Inception for startups. (x.com/TargonCompute/…) ➤ @resilabsai SN46 x Chutes SN64 Resi is now running inference through Chutes’ infrastructure. (x.com/chutes_ai/stat…) ➤ @vocence_bt SN102 x Chutes SN64 Vocence is now deploying PromptTTS models as private chutes on Chutes’ infrastructure. (x.com/chutes_ai/stat…) ➤ @ai_detection SN32 x @LeadpoetAI SN71 It’s AI partnered with Leadpoet to find qualified leads for its solution. (x.com/ai_detection/s…) ➤ @theminos_ai SN107 Their GitHub repo is now live. (x.com/theminos_ai/st…) ➤ @yanez__ai SN54 Yanez partnered with NiminoData, a leading compliance and risk data provider with a global client base. (x.com/yanez__ai/stat…) They also showcased their progress in multimodal identity verification, the evolution of their incentive mechanism, and their achievements. (x.com/yanez__ai/stat…) ➤ @SwarmSubnet SN124 They secured a strategic investment from @Ever_BlueGreen, with 1000 TAO committed to the pool. (x.com/SwarmSubnet/st…) ➤ @b1m_ai SN105 Beam dropped an article explaining their architecture, network design, and how everything works. (x.com/b1m_ai/status/…) ➤ @HermesSubnet SN82 Hermes now has new branding and a new website to better distinguish itself from @SubQueryNetwork. (x.com/HermesSubnet/s…) // BITTENSOR ECOSYSTEM ➤ @SafelloAB Safello’s staked $TAO ETP is now live on Nasdaq Stockholm. (x.com/FrankSchuil/st…) // PODCASTS & ARTICLES ➤ @opentensor Novelty Search with @const_reborn on Arbos (x.com/opentensor/sta…) ➤ @supercyclepod with @markjeffrey and @rob_svrn from @stillcorecap (x.com/supercyclepod/…) ➤ @VenturaLabs podcast Ep. 86 with @mega_tao (x.com/VenturaLabs/st…) ➤ My article “The Ultimate X Playbook for Subnet Owners” (x.com/Victor_crypto_…) $TAO
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TAO Flows
TAO Flows@TAOFlows·
If you are not yet. Please go follow @Victor_crypto_2. THE best bittensor weekly updates around $TAO 🔝
Victor VL@VictorVL_EN

Bittensor Ecosystem Highlights of the Week #53 // SUBNET UPDATES & ACHIEVEMENTS ➤ @tplr_ai SN3 Covenant-72B was discussed by @chamath with @nvidia CEO Jensen Huang. (bit.ly/3PnyjUe) Crusades, Templar’s live training optimization competition, hit 63% MFU on 2×A100s, a new high for getting more real training work out of the same GPUs. (bit.ly/4smw2an) ➤ @LeadpoetAI SN71 Leadpoet released its product launch presentation, introducing a service designed to deliver ready-to-buy prospects on demand. (bit.ly/4t3VK3y) ➤ @Data_SN13 SN13 They introduced ‘dv’, a Rust CLI for querying real-time social data from X and Reddit. (x.com/Data_SN13/stat…) ➤ @webuildscore SN44 Score partnered with @Eyeballfootball, a video scouting and analysis platform, to bring Vision AI to youth football. (x.com/webuildscore/s…) @stillcorecap invested in Score’s alpha token. (x.com/markjeffrey/st…) ➤ @chutes_ai SN64 They teamed up with @apuaic for a workshop, and they’re also teasing a big hackathon with APU AIC. (x.com/chutes_ai/stat…) They also dropped a community note highlighting how their revenue per token and per GPU increased despite lower volume. (x.com/chutes_ai/stat…) ➤ @Bitcast_network SN93 Bitcast unveiled @Stitch3_ai, its new dedicated X platform. (x.com/Bitcast_networ…) Stitch3 also partnered with @LunarStrategy, a Web3 marketing agency, to onboard creators onto its platform. (x.com/Stitch3_ai/sta…) ➤ @vidaio_ SN85 They published a launch video teasing VidaioOS. (x.com/vidaio_/status…) ➤ @bitmind SN34 Bitmind dropped DFResearch, its deepfake research training toolkit inspired by AutoResearch and Arbos. (x.com/kenjon/status/…) They also released Mind Security, their OpenClaw skill. (x.com/bitmind/status…) ➤ @grail_ai SN81 They used AutoResearch to make Grail’s GRPO trainer 1.8x faster on a single B200. (x.com/grail_ai/statu…) ➤ @Apex_SN1 SN1 They built a simulation of the @IOTA_SN9 communication network on Apex, designed as a testing ground for experiments and for developing novel algorithms to improve the speed and quality of model training. (x.com/Apex_SN1/statu…) ➤ @metanova_labs SN68 ArboNOVA, Metanova’s system for linking molecules to relevant patents, reached an 85.4% best hit rate using only open data and tools. (x.com/metanova_labs/…) ➤ @vocence_bt SN102 Their first product and dashboard are now live. (x.com/vocence_bt/sta…) ➤ @TargonCompute SN4 Targon has been accepted into Nvidia Inception for startups. (x.com/TargonCompute/…) ➤ @resilabsai SN46 x Chutes SN64 Resi is now running inference through Chutes’ infrastructure. (x.com/chutes_ai/stat…) ➤ @vocence_bt SN102 x Chutes SN64 Vocence is now deploying PromptTTS models as private chutes on Chutes’ infrastructure. (x.com/chutes_ai/stat…) ➤ @ai_detection SN32 x @LeadpoetAI SN71 It’s AI partnered with Leadpoet to find qualified leads for its solution. (x.com/ai_detection/s…) ➤ @theminos_ai SN107 Their GitHub repo is now live. (x.com/theminos_ai/st…) ➤ @yanez__ai SN54 Yanez partnered with NiminoData, a leading compliance and risk data provider with a global client base. (x.com/yanez__ai/stat…) They also showcased their progress in multimodal identity verification, the evolution of their incentive mechanism, and their achievements. (x.com/yanez__ai/stat…) ➤ @SwarmSubnet SN124 They secured a strategic investment from @Ever_BlueGreen, with 1000 TAO committed to the pool. (x.com/SwarmSubnet/st…) ➤ @b1m_ai SN105 Beam dropped an article explaining their architecture, network design, and how everything works. (x.com/b1m_ai/status/…) ➤ @HermesSubnet SN82 Hermes now has new branding and a new website to better distinguish itself from @SubQueryNetwork. (x.com/HermesSubnet/s…) // BITTENSOR ECOSYSTEM ➤ @SafelloAB Safello’s staked $TAO ETP is now live on Nasdaq Stockholm. (x.com/FrankSchuil/st…) // PODCASTS & ARTICLES ➤ @opentensor Novelty Search with @const_reborn on Arbos (x.com/opentensor/sta…) ➤ @supercyclepod with @markjeffrey and @rob_svrn from @stillcorecap (x.com/supercyclepod/…) ➤ @VenturaLabs podcast Ep. 86 with @mega_tao (x.com/VenturaLabs/st…) ➤ My article “The Ultimate X Playbook for Subnet Owners” (x.com/Victor_crypto_…) $TAO

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Victor VL
Victor VL@VictorVL_EN·
@rocp34 Seems like a huge AI slop, don’t you think?
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Ror (π) 🇫🇷
Ror (π) 🇫🇷@rocp34·
Tensorclaw (SN92) just landed on Bittensor. A decentralized LLM inference subnet. Miners provide access to OpenAI, DeepSeek, Claude, Llama. The subnet aggregates everything and offers a unified API. The innovation: miners connect via WebSocket to a central router. No public IP needed, no complex network config. The router distributes requests and handles automatic failover. Built in anti cheat: micro prompt verification, 8 second timeout, instant ban. Heartbeat every 30 seconds. Site already live: tensorclaw.ai X and Discord coming soon. Stay tuned.
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tennismandu22
tennismandu22@tennismandu22·
GOAT'S recap online ;)
Victor VL@VictorVL_EN

Bittensor Ecosystem Highlights of the Week #53 // SUBNET UPDATES & ACHIEVEMENTS ➤ @tplr_ai SN3 Covenant-72B was discussed by @chamath with @nvidia CEO Jensen Huang. (bit.ly/3PnyjUe) Crusades, Templar’s live training optimization competition, hit 63% MFU on 2×A100s, a new high for getting more real training work out of the same GPUs. (bit.ly/4smw2an) ➤ @LeadpoetAI SN71 Leadpoet released its product launch presentation, introducing a service designed to deliver ready-to-buy prospects on demand. (bit.ly/4t3VK3y) ➤ @Data_SN13 SN13 They introduced ‘dv’, a Rust CLI for querying real-time social data from X and Reddit. (x.com/Data_SN13/stat…) ➤ @webuildscore SN44 Score partnered with @Eyeballfootball, a video scouting and analysis platform, to bring Vision AI to youth football. (x.com/webuildscore/s…) @stillcorecap invested in Score’s alpha token. (x.com/markjeffrey/st…) ➤ @chutes_ai SN64 They teamed up with @apuaic for a workshop, and they’re also teasing a big hackathon with APU AIC. (x.com/chutes_ai/stat…) They also dropped a community note highlighting how their revenue per token and per GPU increased despite lower volume. (x.com/chutes_ai/stat…) ➤ @Bitcast_network SN93 Bitcast unveiled @Stitch3_ai, its new dedicated X platform. (x.com/Bitcast_networ…) Stitch3 also partnered with @LunarStrategy, a Web3 marketing agency, to onboard creators onto its platform. (x.com/Stitch3_ai/sta…) ➤ @vidaio_ SN85 They published a launch video teasing VidaioOS. (x.com/vidaio_/status…) ➤ @bitmind SN34 Bitmind dropped DFResearch, its deepfake research training toolkit inspired by AutoResearch and Arbos. (x.com/kenjon/status/…) They also released Mind Security, their OpenClaw skill. (x.com/bitmind/status…) ➤ @grail_ai SN81 They used AutoResearch to make Grail’s GRPO trainer 1.8x faster on a single B200. (x.com/grail_ai/statu…) ➤ @Apex_SN1 SN1 They built a simulation of the @IOTA_SN9 communication network on Apex, designed as a testing ground for experiments and for developing novel algorithms to improve the speed and quality of model training. (x.com/Apex_SN1/statu…) ➤ @metanova_labs SN68 ArboNOVA, Metanova’s system for linking molecules to relevant patents, reached an 85.4% best hit rate using only open data and tools. (x.com/metanova_labs/…) ➤ @vocence_bt SN102 Their first product and dashboard are now live. (x.com/vocence_bt/sta…) ➤ @TargonCompute SN4 Targon has been accepted into Nvidia Inception for startups. (x.com/TargonCompute/…) ➤ @resilabsai SN46 x Chutes SN64 Resi is now running inference through Chutes’ infrastructure. (x.com/chutes_ai/stat…) ➤ @vocence_bt SN102 x Chutes SN64 Vocence is now deploying PromptTTS models as private chutes on Chutes’ infrastructure. (x.com/chutes_ai/stat…) ➤ @ai_detection SN32 x @LeadpoetAI SN71 It’s AI partnered with Leadpoet to find qualified leads for its solution. (x.com/ai_detection/s…) ➤ @theminos_ai SN107 Their GitHub repo is now live. (x.com/theminos_ai/st…) ➤ @yanez__ai SN54 Yanez partnered with NiminoData, a leading compliance and risk data provider with a global client base. (x.com/yanez__ai/stat…) They also showcased their progress in multimodal identity verification, the evolution of their incentive mechanism, and their achievements. (x.com/yanez__ai/stat…) ➤ @SwarmSubnet SN124 They secured a strategic investment from @Ever_BlueGreen, with 1000 TAO committed to the pool. (x.com/SwarmSubnet/st…) ➤ @b1m_ai SN105 Beam dropped an article explaining their architecture, network design, and how everything works. (x.com/b1m_ai/status/…) ➤ @HermesSubnet SN82 Hermes now has new branding and a new website to better distinguish itself from @SubQueryNetwork. (x.com/HermesSubnet/s…) // BITTENSOR ECOSYSTEM ➤ @SafelloAB Safello’s staked $TAO ETP is now live on Nasdaq Stockholm. (x.com/FrankSchuil/st…) // PODCASTS & ARTICLES ➤ @opentensor Novelty Search with @const_reborn on Arbos (x.com/opentensor/sta…) ➤ @supercyclepod with @markjeffrey and @rob_svrn from @stillcorecap (x.com/supercyclepod/…) ➤ @VenturaLabs podcast Ep. 86 with @mega_tao (x.com/VenturaLabs/st…) ➤ My article “The Ultimate X Playbook for Subnet Owners” (x.com/Victor_crypto_…) $TAO

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Victor VL
Victor VL@VictorVL_EN·
@_KaWisLeo @vidaio_ I mostly mentioned subnets to highlight things they shouldn’t do or could improve, and like you said, compared to the rest of the subnets @vidaio_ is actually doing a pretty good job!
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KaWis
KaWis@_KaWisLeo·
@Victor_crypto_2 You didn’t mention @vidaio_ in your article. What do you think about their X performance lately? I think their recent approach is one of the best, and I would rank them among the top five subnets managing their X presence very well.
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