
Victor VL
490 posts

Victor VL
@VictorVL_EN
Betting on Bittensor | FR: @VictorVL_FR | Contributor: @OAK_Res




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

The number one goal on tech right now is to kill openclaw we can't let that happen














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…

@PineAnalytics data is wrong and key details in the report are wrong.




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




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








