Gregory Magarshak
Mathematician · Researcher · Builder
M.S. Mathematics, NYU Courant · Faculty, IE University New York
📰 Press & Articles
📺 Videos & Presentations
🎙️ Podcasts & Interviews
🔐 Active Projects
🤖 Safebots
Sealed execution environments for trustworthy AI agents. Cryptographically-verified workflows that enterprises can trust to run autonomously.
💾 Safecloud
Distributed, encrypted storage cloud for streaming. Privacy-preserving data coordination across untrusted nodes.
📦 Safebox
Sealed computation with warrant-governed execution. Hardware attestation for trustworthy code execution. For IEEE S&P 2027.
🔤 U Language
Minimal, Python-ergonomic language with modifier-based type system and compile-safe SQL/HTML injection prevention. For POPL 2027.
✍️ OpenClaiming Protocol
Cross-chain, cross-domain claims protocol using RFC 8785 canonicalization and EIP-712 encoding. Full reference implementations in JS, PHP, Solidity.
🌐 Intercloud
Eventual consistency for decentralized economies via chilling-effect consensus. For DISC 2026.
☁️ Intercoin
Multi-chain payment protocol deployed across 8+ EVM mainnets. Economic coordination for distributed networks.
📦 Qbix Platform
Open-source social OS reaching 7M+ downloads across 100+ countries. Powers Groups, Calendars, and community apps.
🎭 Influencer Portals
Event and community platforms for content creators and thought leaders.
👥 Groups App
Makes any website social without your address book leaving the device. Featured in BBC and Ars Technica. Zero marketing spend.
⚖️ Rational.app
Claims, evidence, and structured debate with per-claim discussion threads and argument trees.
📨 Invites.to
Attribution tracking for viral growth — who invited whom, conversion funnels, and reward distribution.
🎹 Concert Pianist
🎹 Concert Pianist
Growing up, played concerts at Carnegie Hall and on TV
→ Recordings & performances
🎓 Teaching
👨🏫 Professor, IE University — New York
Teaching artificial intelligence — LLMs, neural network history, practical applications, and the theory underneath.
📸 Screenshots & Photos
Built on Qbix5M+ downloads across 100+ countries, zero marketing spend. Powers the Groups and Calendars apps, the latter featured in BBC and ArsTechnica. Data via AppFigures.
Decentralization Before It Was CoolPhilosophy shaped by conversations on surveillance and privacy, web3 and decentralization, and pioneers like Tim Berners-Lee. Encrypted, distributed systems are not idealistic—they are necessary.
📄 Recent Publications
| ID | Category | Title | Links |
|---|---|---|---|
| 2606.09870 | ☁️ Distributed Systems | Safecloud: A Distributed, Encrypted Storage Cloud for Streaming | arXiv Code |
| 2606.00050 | 🧠 Knowledge Graphs | Grokers: Bottom-Up Inductive Comprehension and Write-Time Intelligence over Typed Knowledge Graphs | arXiv |
| 2605.23928 | 🤖 AI Agents | Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs | arXiv |
| 2605.22830 | 🔀 Consensus | Intercloud: Eventual Consistency for Decentralised Economies | arXiv Code |
| 2605.04069 | ⚡ Neural Networks | LAWS: Learning from Actual Workloads Symbolically | arXiv |
| 2604.15356 | 📦 Compression | Sequential KV Cache Compression via Probabilistic Language Tries | arXiv |
| 2604.06228 | 🔧 Execution | Probabilistic Language Tries: A Unified Framework | arXiv |
| for IEEE S&P 2027 | 🔐 Sealed Computation | Safebox: Sealed Computation with Warrant-Governed Execution | |
| — | 🎂 Age Verification | Privacy-Preserving Attribute Verification | PDF Overview |
| — | 📊 Reporting | Reporting How Groups Voted Without Exposing How Anyone Did | PDF Overview |
| — | 🗳️ Elections | Trustworthy Remote Elections | PDF Overview |
🚀 Developed Applications
