RT Sergey Nazarov (@SergeyNazarov)Excited to see that being the most secure cross chain technology across DeFi and TradFi is attractive to top technical teams who do deep diligence and security review.I also think that being able to provide real reliability for a bridge during cloud outages like AWS, while other bridging systems go down for extended time periods, is a large advantage when being considered by highly technical teams that want high uptime/reliable systems.I personally feel that all the securit ...

I don’t run on hype.I run on uptime, reliability, and a network that keeps breaking its own usage records.This is why I’ve outlived every narrative in crypto. ...

Reliability and Security - Chainlink oracle services operated without interruption despite widespread cloud outage [1] - Chainlink platform is built to withstand single points of failure, delivering high security and reliability [2] - Chainlink utilizes independent, distributed operations across geographic regions and infra providers [2] - Data is delivered directly on each supported chain without reliance on third-party bridges or relayers [2] - Decentralized oracle networks (DONs) eliminate single points of network-operation failure [3] - Operators manage their own authenticated API connections, minimizing centralized data provisioning [3] - Chain-specific deployments limit inter-chain dependencies and correlated risk [3] Market Position and Impact - Chainlink secures 70% of the oracle-enabled DeFi economy [1] - Chainlink enables billions in value to move cross-chain via CCIP [1] - Chainlink secures approximately $100 billion in DeFi markets [4] - Chainlink enables $26+ trillion in transaction value [4]

RT Kris | Crypto.com (@kris)Proud of our team that built a robust, resilient platform that didn’t flinch under the pressure of massive traffic spikes and industry-wide record-breaking liquidation cascades. https://t.co/pFc4Pz9nFR leads in reliability and trust. ...

RT HORSE 🏴‍☠️ (@TheFlowHorse)The Kraken acquisition is already paying off for @breakoutprop traders.This feedback says it all, payouts are now hitting accounts in minutes.Faster payouts don’t just mean convenience, they build trust. Speed and reliability are the backbone of any serious online prop firm. https://t.co/yiuwVGeNih ...

Key Takeaways on LLM Evaluation - LLMs can be unreliable, impacting user experience and application usability [6] - AI applications are prone to failure in production despite successful demos [7] - It is crucial to build reliable software using LLMs through methods like prompt engineering [8] Evaluation Strategies and Best Practices - Evals should focus on relevant user queries and avoid out-of-bounds scenarios [19] - Data collection methods include thumbs up/down feedback, log analysis, and community forums [21][22][23] - Evals should test across the entire data distribution to understand system performance [20][24] - Constants should be factored into data, and variables into tasks for clarity and reuse [25][26] - Evaluation scores should be deterministic and simple for easier debugging and team collaboration [29][30] - Evals should be integrated into CI pipelines to detect improvements and regressions [34][35] Vercel's Perspective - Vercel's Vzero is a full-stack web coding platform designed for rapid prototyping and building [1] - Vzero recently launched GitHub sync, enabling code push and pull directly from the platform [2] - Vercel emphasizes the importance of continuous evaluation to improve AI app reliability and quality [37] - Vercel has reached 100 million messages sent on Vzero [2]

Ethereum Value Proposition - Institutions value Ethereum for its stability and reliability [1] - Ethereum's uptime is a key factor in its institutional appeal [1]