Numerai, the "hardest data science tournament on the planet". It's a hedge fund with its own distributed research platform designed specifically for AIs. It's the first of its kind and takes a radically different approach to making market predictions. It's completely crowd-sourced and data scientists around the world compete to create the best predictions and get paid with cryptocurrencies. Users are completely blind to the data and Numerai is blind to the code, and the predictive models users generate. The result is a hedge fund which is market neutral, currency neutral, and geography neutral. It makes all decisions solely on the data. Richard Craib, Founder of Numerai, was first on the show 3 years ago when the project's token, Numeraire, was just launched. Since then they have released a number of additions to the network including Numerai Signals and Erasure Bay, with plenty more in the pipeline. Topics covered in this episode: An overview of what the past 3 years since the last episodeThe Numerai staking modelNumerai datasetsWhat is a market neutral fundNumerai’s current assets and their position in the marketStaking liquid NMRThe latest project - Numerai SignalsNumerai's prediction markets Erasure BayHow the future looks for hedge funding on the blockchainEpisode links: Numerai websiteErasure BayNumerai SignalsNumerai MediumNumerai TwitterRichard Craib TwitterThis episode is hosted by Friederike Ernst & Meher Roy. Show notes and listening options: epicenter.tv/348

Just like all software, smart contracts on the blockchain are subject to serious security vulnerabilities and coding errors. The fact however that smart contracts are often directly in charge of assets and cannot be changed once they are on the blockchain, makes secure development and running essential. Some smart contract platforms have their own languages, for example Solidity in Ethereum. Bugs and vulnerabilities in the source code, and errors in the virtual machines used by the network, are the main reasons behind security issues in smart contracts. Projects using blockchain applications should expect constant changes in the security landscape. New bugs, security risks, and best practices will continue to emerge over time. Trail of Bits is a software security firm who advise in a range of industries for some top companies, including in the blockchain space. They are experts at identifying top-level risks and implementation vulnerabilities, and providing essential recommendations on best practices. Dan Guido, the CEO and Co-founder, explains all things software security in a really detailed and technical, yet easy to digest way. We also recommend you check out their exceptional blog packed with invaluable resources. Topics covered in this episode: Dan’s background and how he came to create Trail of BitsWhat led Dan into the blockchain fieldHow security software has changed over the last 20 yearsThe unique challenges for security on blockchain and smart contract protocolsSmart contract languages and securitySlither - Trail of Bits’s suite of Ethereum based security toolsDan’s opinion on Solidity’s future and Vyper as an alternativeFormally Verified LanguagesA use case on how Trail of Bits worksWorking with upgradeable contractsComposability and securityAre compilers trustworthy?Other security issues in the blockchain space as DeFi growsThe future of software security and the role of AIEpisode links: Trail of Bits WebsiteAnatomy of an Unsafe Smart Contract Programming LanguageSlither, GithubSlither: The Leading Static Analyzer for Smart Contracts246 Findings From our Smart Contract Audits: An Executive SummaryRapid Risk Assessment (RRA)Our Full Report on the Voatz Mobile Voting PlatformA Guide to Post-Quantum CryptographyBSides Lisbon 2016 - Keynote - The Smart Fuzzer Revolution by Dan GuidoThe Smart Fuzzer RevolutionTrail of Bits TwitterDan Guido TwitterThis episode is hosted by Sebastien Couture & Friederike Ernst. Show notes and listening options: epicenter.tv/346