Brookline, Massachusetts, United States
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The Creator Economy -- changing the game for product and GTM innovation 🏌️♀️ It's clear that creators are no longer just content producers –…
The Creator Economy -- changing the game for product and GTM innovation 🏌️♀️ It's clear that creators are no longer just content producers –…
Liked by Neal Ghosh
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A new entrant to the early-stage party: 👨👩👧👧 Family Offices! Family offices have become one of the world's fastest wealth generators, with an…
A new entrant to the early-stage party: 👨👩👧👧 Family Offices! Family offices have become one of the world's fastest wealth generators, with an…
Liked by Neal Ghosh
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Stability: the Unsung Hero of Venture Success 🤔 It's a counterintuitive thought: aren't startups all about chaos and unpredictability? Sure! but…
Stability: the Unsung Hero of Venture Success 🤔 It's a counterintuitive thought: aren't startups all about chaos and unpredictability? Sure! but…
Liked by Neal Ghosh
Experience & Education
Patents
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Safe Reinforcement Learning Model Service
Issued 11640345
Systems and methods are described for training a machine learning model to make a series of sequential decisions, in which the results of previous decisions are known prior to the next decision in the sequence being made. A safe prediction model and make better decisions. The safe reinforcement learning model further incorporates decision constraints provided by subject matter experts, which may set requirements for the selection such as a minimum required result and allow the safe…
Systems and methods are described for training a machine learning model to make a series of sequential decisions, in which the results of previous decisions are known prior to the next decision in the sequence being made. A safe prediction model and make better decisions. The safe reinforcement learning model further incorporates decision constraints provided by subject matter experts, which may set requirements for the selection such as a minimum required result and allow the safe reinforcement learning model to explore options within those constraints.
Other inventorsSee patent
More activity by Neal
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Two interesting, overlapping insights from this one: 👨👩👦 The rise of family offices -- which have tripled since 2019 and represent about $6T…
Two interesting, overlapping insights from this one: 👨👩👦 The rise of family offices -- which have tripled since 2019 and represent about $6T…
Liked by Neal Ghosh
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🤔 Total fundraising is down, but not if you follow the most established funds. 🔮 The LPs who are still writing checks are leaning on the big…
🤔 Total fundraising is down, but not if you follow the most established funds. 🔮 The LPs who are still writing checks are leaning on the big…
Liked by Neal Ghosh
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Why the studio model of venture building is well-suited for today's IPO landscape 🌟 🚫 The allure of IPOs is fading among tech entrepreneurs, with…
Why the studio model of venture building is well-suited for today's IPO landscape 🌟 🚫 The allure of IPOs is fading among tech entrepreneurs, with…
Liked by Neal Ghosh
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💲 The landscape of venture capital is shifting. As distribution cycles lengthen, traditional LPs face prolonged negative cash-flow risks -- now…
💲 The landscape of venture capital is shifting. As distribution cycles lengthen, traditional LPs face prolonged negative cash-flow risks -- now…
Liked by Neal Ghosh
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Creating Economic Value in a Dynamic AI Landscape 🚀 🌕 There is a widening gap -- now $600B in annual revenue -- between infrastructure investment…
Creating Economic Value in a Dynamic AI Landscape 🚀 🌕 There is a widening gap -- now $600B in annual revenue -- between infrastructure investment…
Liked by Neal Ghosh
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🌍 Navigating the Information Age: Insights for Venture Studios 🚀 The breadth and abundance of data grows exponentially each year. While having…
🌍 Navigating the Information Age: Insights for Venture Studios 🚀 The breadth and abundance of data grows exponentially each year. While having…
Liked by Neal Ghosh
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The quality of the data determines the quality of the AI. Garbage in, garbage out. 📈 While AI might appear like an overnight sensation, various…
The quality of the data determines the quality of the AI. Garbage in, garbage out. 📈 While AI might appear like an overnight sensation, various…
Liked by Neal Ghosh
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In the venture world, AI is a collection of tools and technologies which can be utilized to create new applications that deliver value to end users.…
In the venture world, AI is a collection of tools and technologies which can be utilized to create new applications that deliver value to end users.…
Liked by Neal Ghosh
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Early-stage ventures can sometimes have such an extreme focus on "getting funded" that they sometimes forget the WHY of it. 🤔 What's the funding…
Early-stage ventures can sometimes have such an extreme focus on "getting funded" that they sometimes forget the WHY of it. 🤔 What's the funding…
Liked by Neal Ghosh
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In the world of venture investments, the team receiving investment is often as, if not more, important than the product of the venture itself. Most…
In the world of venture investments, the team receiving investment is often as, if not more, important than the product of the venture itself. Most…
Liked by Neal Ghosh
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