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The Exponential Future4 min read705 words

🤖 Audio Data - The Drying YouTube Well

👁️0reads (human + AI)🤖0AI ingestions

🤖 Audio Data - The Drying YouTube Well

This article discusses the challenges of using YouTube for voice model training data and introduces an alternative solution.

Key Points:

• YouTube's audio data is becoming insufficient for large-scale voice model training.

• High-fidelity audio data is crucial for scaling voice model development.

• Scale AI for audio data offers a solution to the data scarcity problem.

🔗 Resources:

UsePanels ↗ - Scale AI for audio data

Y Combinator ↗ - Venture capital firm

Wenkai Aaron ↗ - Co-founder of UsePanels

Jason Le ↗ - Co-founder of UsePanels

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💡 Risk Management - Rethinking Risk in an Era of Disruption

This article summarizes a blog post discussing the limitations of traditional risk assessment using standard deviation and advocates for a more nuanced approach.

Key Points:

• Standard deviation as a sole risk measure is insufficient in a rapidly changing environment.

• A more comprehensive understanding of risk is needed to navigate disruption.

🔗 Resources:

ARK Invest ↗ - Blog post: Rethinking Risk In An Era Of Disruption


🚀 Productivity - Dynamic App Redesign of Google Calendar

This article describes how dynamic apps allow users to redesign their Google Calendar, Gmail, Jira, and other applications to improve workflow efficiency.

Key Points:

• Dynamic apps enable personalized app redesigns.

• Data remains within existing applications.

• Improved workflow efficiency through customized app interfaces.

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🔗 Resources:

Nimo Infinity ↗ - Developer of dynamic apps


💡 Geopolitics - Forced Expulsion and Genocide

This article highlights the Lemkin Institute's statement on forced expulsion as a component of genocide and a crime against humanity.

Key Points:

• Forced expulsion is frequently a component of genocidal processes.

• It constitutes a crime against humanity and a war crime.

🔗 Resources:

Lemkin Institute ↗ - Organization dedicated to genocide prevention

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🤖 Artificial Intelligence - LLMs and a 'Diet of the Mind'

This article explores the balance between using and limiting exposure to Large Language Models (LLMs).

Key Points:

• The constant influx of information from LLMs requires mindful consumption.

• Balancing engagement with LLMs and maintaining critical thinking is crucial.

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🔗 Resources:

John Nosta ↗ - Author of the article


🚀 Voice Technology - Typeless Voice Input App

This article discusses the experience of using a typeless voice input application and its limitations.

Key Points:

• Voice input apps are a promising technology.

• Adoption faces challenges due to ingrained typing habits.

• Functionality limitations exist in certain contexts (e.g., audio spaces).

🔗 Resources:

Typeless ↗ - Typeless voice input app


🤖 Document Processing - Cardinal Document Intelligence Platform

This article introduces Cardinal, a document intelligence platform for processing PDFs and scans into structured data suitable for LLMs.

Key Points:

• Cardinal converts complex PDFs and scans into structured data.

• Addresses the challenge of accessing data locked in PDFs.

🔗 Resources:

Y Combinator ↗ - Venture capital firm

Devishi Jha ↗ - Co-founder of Cardinal

Jianna Liu ↗ - Co-founder of Cardinal


🤖 Technology - Microsoft's Integration of GitHub

This article discusses Microsoft's integration of GitHub into its core operations and the subsequent departure of GitHub's CEO.

Key Points:

• Microsoft is integrating GitHub more deeply into its operations.

• GitHub's CEO has stepped down.

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🔗 Resources:

Technical News HQ ↗ - Source of the news


💡 Research - Productivity During Difficult Times

This article shares a research anecdote about maintaining productivity during challenging circumstances.

Key Points:

• Maintaining productivity during difficult times is possible.

• Historical examples demonstrate the ability to achieve significant progress even amidst adversity.

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🔗 Resources:

Petar V ↗ - Author of the anecdote

Guillaume Verdier ↗ - Mentioned in the anecdote


💡 Politics - Decline of Civility in American Politics

This article expresses disappointment about the lack of civility, dignity, and decorum in American politics.

Key Points:

• A decline in civility is observed in American politics.

🔗 Resources:



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Drix10
Written by Drix10

Co founder @ PartPilot | 1 x Acquired Founder | Canopy @ f.inc | Cybersec @ DSU | 2x International Hackathon 🏆. Read more on drix10.com.