U.S. API Refined Oil Inventory for the Week Ending June 20

Recently, the collaboration between @inference_labs and @irys_xyz actually addresses a long-overlooked but very practical issue within the Bittensor transaction subnet. In environments like Subnet 8 (Vanta Trading), characterized by strong incentives and fierce competition, problems gradually emerge when the evaluation mechanism is a black box: on one side, validators' scores are entirely at their own discretion, making it difficult for outsiders to verify fairness; on the other side, miners might also use low-cost validation nodes to peek at competitors' data, continuously expanding the game space. In simple terms, everyone is competing in transaction capability but lacks a trustworthy verification method that everyone can accept. #inferencelabs' proposed Proof of Portfolio essentially aims to shift trust from individuals to mathematics and cryptography. Through zero-knowledge proofs, transaction results can be verified without revealing strategic details; buyers can confirm they are getting genuine performance; and validators can no longer just give verbal endorsements but must produce verifiable scoring proofs. But having proof alone isn't enough; these data must be long-term accessible, updatable, and not reliant on centralized databases. This is where Irys comes into play. Irys provides a decentralized, programmable storage method supporting native mutability. Each miner's proof is written into an on-chain folder indexed by their hotkey: the latest state is always accessible, historical records are fully preserved, and there is evidence for audits and backtracking. So, you can understand this collaboration as: one part responsible for proving authenticity, and the other responsible for permanently and securely storing the proof. Combining these two creates a comprehensive trust infrastructure for performance verification and data notarization within Bittensor's transaction subnet. This is not just an upgrade for Subnet 8 but also a proactive step toward building a scalable, auditable financial intelligence layer in open networks. Overall, this move is quite significant. #Yap @KaitoAI #KaitoYap #Inference

OI Gainers (24h) 1. BR 5.28M 168.01% 2. GUN 14.19M 167.64% 3. FOLKS 77.98M 142.45% 4. BAS 12.07M 105.47% 5. LONG 2.16M 92.39% 6. NIGHT 89.29M 85.59% 7. IRYS 8.53M 85.42% 8. BUILDONB 789K 83.85% 9. TAG 10.23M 65.88% 10. CYS 9.69M 50.24% OI Losers (24h) 1. ATA 1.31M -58.46% 2. BOBBOB 1.84M -44.31% 3. ICNT 12.96M -43.88% 4. BEAT 60.03M -39.13% 5. PROMPT 15.6M -30.18% 6. CLOUD 810.66K -28.97% 7. LUNA 16.39M -25.90% 8. JELLYJELLY 34.06M -23.79% 9. $NS 710.94K -22.42% 10. FWOG 1.63M -20.85% #crypto

Uh, the blanket turned into a shawl. Where can I claim the eggs? @cn_irys_xyz

Futures Gainers Update 🚀📈 Top 3 Stealing the Show: $FOLKS | $BRU | BAS - explosive momentum, strong continuation, full trader focus 🔥👀 Other Movers: GUN, AERGO, TAG, LIGHT, MUS, IRYS, RIVER, HUS steady upside action across futures.

$irys this #crypto scam looks incredible Great tech 💵