AI, LLMs & Emerging Tech
How large language models and emerging systems actually work: architecture, prompting mechanics, local model hosting, plus blockchain, Web3, and IoT.
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Blockchain & Money: Session 8: Public Policy by M.I.T. Sloan School of Management with Professor Gary Gensler
Session 8: Public Policy Session 8 Study Questions: How do key public policy frameworks–guarding agains illicit acticities, ensuring financial stability, & protecting investors–relate to blockchain technology and crypto finance? Under tax, bank secrecy, securities & commodities laws, what is the relevance if crypto tokens are deemed property? Currencies? Something of value? An investment contract? A commodity? What is the essence of the U.S. Supreme Court ‘Howey Test’? How might the ‘Duck Test’ guide thinking of blockchain technology and crypto finance? Session 8 Readings: ‘Cryptocurrencies: Oversight of New Assets in the Digital Age’, Gensler. ‘The Future of Money’, Carney. ‘Nobel-Winning Economists: Authorities will bring down ‘hammer’ on bitcoin’, CNBC. Overview: Crypto…
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Blockchain & Money: Session 7: Technical Challenges by M.I.T. Sloan School of Management with Professor Gary Gensler
Session 7: Technical Challenges Session 7 Study Questions: How critical are the technical and commercial challenges–scalability, efficiency, privacy, security, interoperability–of current blockchain technology? What are the possible tradeoffs of decentralizaton, scalability and security? What are tradeoffs of consensus software updates, governance and so-called ‘hard forks’? What might current work–Layer 2 applications, zero-knowledge proofs, alternative consensus algorithms–do to address current commercial challenges? Session 7 Readings: Required: ‘Geneva Report’ Chapter 2 (pages 9-16); Casey, Crane, Gensler, Johnson, & Narula ‘On the Scalability of Blockchains’ The Control ‘Transaction Speeds: How do Cryptocurrencies Speeds Stack up to Visa or PayPal?’, HowMuch.net ‘Layer 2/ the Lightening Network’ Digital Currency Initiative ‘Top 8 Privacy Coins’ Invest…
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Blockchain & Money: Session 6: Smart Contracts & DApps by M.I.T. Sloan School of Management with Professor Gary Gensler
Session 6: Smart Contracts and DApps Session 6 Study Questions: What are smart contracts? How do they compare to traditional contracts? What are tokens? What are smart contract platforms such as Ethereum? What generally distinguishes them from Bitcoin? What are decentralized application (DApps)? What has been the usage and why haven’t any DApps yet received wide consumer adoption? Session 6 Readings: Required: “Smart Contracts: 12 Use cases for Business & Beyond”, Chamber of Digital Commerce. “State of the DApps: 5 Observations from Usage Data”, McCann. “Ethereum Competitors: Guide to the Alternative Smart Contract Platforms”, Blockonomi. Optional: “Smart Contracts: Building Blocks for Digital Markets”, Szabo. “A Next-Generation Smart Contract & Decentralized…
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Blockchain & Money: Session 5: Blockchain Basics & Transactions, UTXO, & Script Code by M.I.T. Sloan School of Management with Professor Gary Gensler
Session 5: Blockchain Basics & Transactions, UTXO, & Script Code Session 5 Study Questions: How does Bitcoin record transactions? What is Unspent Transaction Output (UTXO)? What is script code embedded in each Bitcoin transaction and how flexible a programming language is it? As many design features (public key cryptography, hash functions, append-only timestamped logs, digital cash, & proof-of-work) pre-date Bitcoin, what was the novel innovation of Satoshi Nakamoto? Who is Satoshi Nakamoto? (Only kidding a bit.) Session 5 Readings: ‘Bitcoin’s Academic Pedigree’ Narayanan and Clark ‘Making Sense of Cryptoeconomics’ CoinDesk Narayanan & Clark’s Chronology of Ideas in Bitcoin Overview: Transaction Inputs & Outputs; Unspent Transaction Output (UTXO); Scripting Language; Blockchain…
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Blockchain & Money: Session 4: Blockchain Basics & Consensus by M.I.T. Sloan School of Management with Professor Gary Gensler
Session 4: Blockchain Basics and Consensus Session 4 Study Questions: What is the Byzantine General’s problem? How does proof-of-work and mining in Bitcoin address it? More generally, how does blockchain technology address it? What other consensus protocols are there? What are some of the tradeoffs of alternative consensus algorithms–proof-of-work, proof-of-stake, etc.? How do economic incentives work within blockchain technology to maintain decentralized ledgers and avoid double spending? What are the incentives of consensus protocols & mining? Session 4 Readings: ‘Geneva Report’ Chapter 1 (pages 1-7); Casey, Crane, Gensler, Johnson & Narula. ‘Blockchain Technology Review’ NIST (pages 23-32, section 3 & 4). ‘The Byzantine Generals Problem’; Lamport, Shostak & Pease (382-387).…
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Blockchain & Money: Session 3: Blockchain Basics & Cryptography by M.I.T. Sloan School of Management with Professor Gary Gensler
Session 3: Blockchain Basics & Cryptography Session 3 Study Questions: What are the design features–cryptography, append-only, time-stamped blocks, distributed consensus algorithms, and networking– of Bitcoin, the first use case for blockchain technology? What are cryptographic hash functions, asymmetric cryptography and digital signatures? How are they utilized to help make blockchain technology verifiable and immutable? What is the double spending problem and how it is addressed by blockchain technology? Session 3 Readings: Bitcoin: A Peer-to-Peer Electronic Cash System; Satoshi Nakamoto whitepaper. ‘Blockchain Technology Overview’ NIST (pages 9-23, sections 1 & 2) ‘Blockchain 101-A Visual Demo’ Brownworth; Youtube video. Bitcoin is just the first use-case of blockchain technology. We’re going to look…
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Blockchain & Money: Sessions 1 & 2: Introduction and Money, Ledgers & Bitcoin by M.I.T. Sloan School of Management with Professor Gary Gensler
There’s a great course available for free about Blockchain & Money. The semester long course is taught by Professor Gary Gensler (yes, the S.E.C. Gary Gensler), offered by M.I.T.’s Sloan School of Management, and, freely available via video-lecture. I pored over the videos and studiously took notes as I watched. The course is for students wishing to explore blockchain technology’s potential use–by entrepreneurs & incumbents–to change the world of money and finance. The course goes through a review of the technology’s initial application, the cryptocurrency Bitcoin, and then lays an understanding of the commercial, technical and public policy fundamentals of blockchain technology, distributed ledgers and smart contracts in both open…
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Post-Quantum Cryptography: The Race Is On
Quantum computers and quantum cryptography have become hot industry buzzwords that are popping up more in the press. With that, the question becomes what happens to the security of our data covered by today’s pre-quantum cryptography technology? This Forbes article helps highlight solutions on the way in the race to post-quantum cryptography: The good news is that solutions are on the way. Recognizing the urgency of the task and the time needed to formulate, choose, standardize and deploy new systems, the U.S. National Institute of Standards and Technology (NIST) launched a Post-Quantum Cryptography (PQC) standardization process in 2016. In July 2020, NIST announced seven third-round candidates, covering both public-key encryption (PKE) and digital…
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Blockchain Technology: In the News…
From an article on CNET: Forget Bitcoin: Inside the insane world of altcoin cryptocurrency trading Ironically, it’s blockchain, the behind-the-scenes technology, that could be the solution to the burgeoning deepfake problem. In cryptocurrency, the blockchain is an unalterable ledger that tracks every transaction. Once it’s on the ledger, it can’t be altered. That same technology can be used to track anything — like the creation and distribution of a video, from studio to iPhone screen. There are already startups working toward this, like Truepic. When I asked about blockchain’s ability to neutralize deepfakes, Inman-Grant wasn’t entirely optimistic. “It’s definitely an arms race, but it’s not an arms race we’re winning right now.” via…
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Billions were stolen in blockchain hacks last year…
According to this article, the total value of the losses from 122 attacks in 2020 would be worth $3.8 billion today. We know how some hackers passed away their time during the lockdown: By running Bitcoin-related hacks and potentially netting “nearly $3.78 billion” in 2020, according to a report from Atlas VPN. Data collected by Slowmist Hacked showed that there were 122 attacks in 2020, targeting three major areas: –Decentralized apps running on the Ethereum platform had 47 attacks (current value $437 million) –Cryptocurrency exchanges had 28 attacks (current value $300 million in losses) –27 attacks on blockchain wallets Via ZDNet—Billions were stolen in blockchain hacks last year




















