This story was originally published on HackerNoon at: https://hackernoon.com/the-future-of-ai-infrastructure-consolidation-for-giants-vertical-solutions-for-startups.
Neo's John Wang discusses decentralized AI infrastructure, the SpoonOS platform, and the $100K challenge targeting centralized AI limitations. Learn about block
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This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

John Wang is the Head of Neo Ecosystem Growth and Managing Director of Neo Ecofund. His latest focus on SpoonOS represents a bold bet on democratizing AI infrastructure. SpoonOS recently launched the $100K challenge focused on problems that centralized AI cannot fix.

This story was originally published on HackerNoon at: https://hackernoon.com/btcc-exchange-brings-400-perpetual-futures-to-tradingview-what-traders-need-to-know.
BTCC integrates 400+ futures pairs with TradingView's 100M user platform, enabling direct chart-to-trade execution for crypto traders.
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This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

BTCC integrates 400+ futures pairs with TradingView's 100M user platform, enabling direct chart-to-trade execution for crypto traders.

This story was originally published on HackerNoon at: https://hackernoon.com/10-biggest-sports-companies-in-the-usa-based-on-revenue.
A data-driven look at the ten highest-earning sports companies in the U.S., from Nike and Fanatics to the NFL, BetMGM, ESPN, and TKO Group.
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This story was written by: @isnation. Learn more about this writer by checking @isnation's about page, and for more stories, please visit hackernoon.com.

The U.S. sports market is powered by billion-dollar companies spanning apparel, betting, media, and tech. Nike leads the field, while Fanatics, the NFL, NBA, BetMGM, Garmin, TKO Group, and ESPN drive growth through merchandise, streaming, sponsorships, and digital fan engagement. Emerging trends include AI-driven sports tech, athlete

This story was originally published on HackerNoon at: https://hackernoon.com/9-mobile-apps-for-athlete-mental-and-physical-fitness.
Explore the best apps for athletes to strengthen mental fitness, track workouts, recover faster, and stay balanced on and off the field.
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This story was written by: @isnation. Learn more about this writer by checking @isnation's about page, and for more stories, please visit hackernoon.com.

This article reviews nine top-rated apps designed to help athletes manage training, recovery, mental health, and nutrition. From Prehab to Strava, these tools provide practical ways to prevent burnout, track progress, and build a healthier sport-life balance across both physical and mental performance.

This story was originally published on HackerNoon at: https://hackernoon.com/pdfs-to-intelligence-how-to-auto-extract-python-manual-knowledge-recursively-using-ollama-llms.
Learn how to automate extraction of structured Python module data from PDFs using CocoIndex, LLMs like Llama3, and Ollama. Scale technical documentation by buil
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This story was written by: @badmonster0. Learn more about this writer by checking @badmonster0's about page, and for more stories, please visit hackernoon.com.

We’ll demonstrate an end-to-end data extraction pipeline engineered for maximum automation, reproducibility, and technical rigor. Our goal is to transform unstructured PDF documentation into precise, structured, and queryable tables. We use the open-source [CocoIndex framework] and state-of-the-art LLMs (like Meta’s Llama 3) managed locally by Ollama.

This story was originally published on HackerNoon at: https://hackernoon.com/ai-meeting-tools-are-the-next-productivity-war-heres-why-ticnote-might-win.
TicNote introduces Agentic Intelligence to turn recordings, notes, and documents into structured insight, offering a smarter way to work and understand info.
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This story was written by: @nicafurs. Learn more about this writer by checking @nicafurs's about page, and for more stories, please visit hackernoon.com.

TicNote enters the crowded AI productivity market with an Agentic OS that moves beyond transcription, turning audio, images, and documents into structured insights, deep research answers, and creative outputs like podcasts. Its multimodal engine and context-aware reasoning aim to redefine how professionals capture, understand, and act on information.

This story was originally published on HackerNoon at: https://hackernoon.com/why-otfs-outperforms-ofdm-in-high-mobility-scenarios.
Explores how OTFS uses D-D domain predictability to interpolate, extrapolate, and track wireless channels, reducing pilot overhead in high-mobility scenarios.
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This story was written by: @extrapolate. Learn more about this writer by checking @extrapolate's about page, and for more stories, please visit hackernoon.com.

The article explains how OTFS leverages the slow-varying nature of the delay-Doppler domain to interpolate and extrapolate channel states, enabling accurate tracking, lower pilot overhead, and reduced processing delay even in high-mobility, doubly-dispersive environments.

This story was originally published on HackerNoon at: https://hackernoon.com/study-finds-otfs-can-dramatically-cut-channel-training-costs-in-high-mobility-networks.
OTFS significantly reduces channel training overhead in doubly-dispersive channels, outperforming OFDM as Doppler and delay effects increase.
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This story was written by: @extrapolate. Learn more about this writer by checking @extrapolate's about page, and for more stories, please visit hackernoon.com.

OTFS leverages delay-Doppler domain sparsity to reduce channel training overhead, mitigate aliasing and ISCI, and offer higher spectral efficiency than OFDM in fast-varying, doubly-dispersive wireless channels.