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Sharing what I read. Spans across different crypto verticals and sometimes macro too. Happy to discuss if you are keen on the same topics too! 🍪🥛 NFA. Views are my own. I’m just a cookie.

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Cookie Reads 🍪

Circles: Create your own money...?

Launched by Gnosis

https://x.com/aboutcircles/status/1925174902140944847

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Lmarena.ai: $100 mil seed round by a16z

Goal: Open, neutral, community-driven platform

Architecture
• For every prompt users get 2 answers
• User votes on which is better - and the model will be revealed
• A little bit like PageRank, pitting the models against one another
• Platform showcases a leaderboard that shows the models' scores

Questions
• Won't there be user fatigue if they have to consumer twice the data
• What's the business model, why is it worth a $100 mil investment

https://x.com/lmarena_ai/status/1925241333310189804

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Beyond the Data Crawl: How the AI Data Landscape is Evolving

https://x.com/etherary/status/1925392528754229617?s=46&t=ywALktyM5ZCyt-zigN5Big

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https://cdn.openai.com/business-guides-and-resources/identifying-and-scaling-ai-use-cases.pdf

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Cabal: AI-powered Solana news aggregator

https://x.com/cabal_dot_so/status/1924828273084612687?s=46&t=ywALktyM5ZCyt-zigN5Big

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Robotics brainrot will be funny

This is giving tung tung tung sahur vibes

https://x.com/reborn_agi/status/1925167931706528151

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The cookie snaps platform feels a bit wonky

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cookie.fun invite link

https://www.cookie.fun/PZOQ0IkI
https://www.cookie.fun/AU2vlGu0
https://www.cookie.fun/UHYMDHcM

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The Future of Scalability

Comprehensive landscape of web3 parallel computing

https://x.com/0xjacobzhao/status/1924766386678845539?s=46&t=ywALktyM5ZCyt-zigN5Big

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The Price of Trust

https://x.com/PaulFrambot/status/1924820674817716232

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Thinking about an app where you can pay to gain access to other people’s timeline

Similar to time.fun model ish

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Google IO Summary
• Jules: Async coding agent
• Project Mariner: Agent in chrome extension
• Stitch: Vibe coding tool
• Flow: AI filmmaking

https://x.com/googlelabs/status/1924889047970848845?s=46&t=ywALktyM5ZCyt-zigN5Big

https://x.com/dr_cintas/status/1924898265541312864?s=46&t=ywALktyM5ZCyt-zigN5Big

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DreamGen by Nvidia: Generates synthetic robot data, which when used to train robots, makes it possible for zero shot learning

https://x.com/jang_yoel/status/1924805253993488595

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5 core problems with AI voice agents - everything from software to UX

https://x.com/omooretweets/status/1924487022212993414

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Came across some writeups on HyperEVM

Hyperliquid Is Great, But Have You Ever Tried HyperEVM?: Overview of HyperEVM ecosystem

How Hyperliquid’s Precompile Architecture Enables Real Time Awareness: Features enabled by the architecture

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Grok with Live Search function

https://x.com/xai/status/1925244461875175616

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Series of videos on RL for LLMs

https://www.youtube.com/watch?v=Z_JUqJBpVOk&list=PLs8w1Cdi-zvbUan-KlgwKN2CycndyKXXS

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JUST IN: $50,000,000 worth of Bitcoin shorts liquidated in the past 60 minutes.

@WatcherGuru

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Had the time to go through everything in this report. Some notes below:

1a. Actuation is the Bottleneck - China leads this stack but linear actuation and hybrid designers are growing. While the scaling limit appears to be cognition for some (i still lean data as there are some very large hurdles for 'real world' deployment), the reality is that the ability to build these smart clankers are not on US soil.

1b. The stat that stood out to me was '90% of Unitrees suppliers are within hours of Hangzhou, and as i touched upon it before this means China's actuators ecosystem can just interate faster and recover from supply shocks more quickly. The tight clustering is a compound advantage no Western startup has today. SO THERE IS A BIG OPPORTUNITY FOR US YANKS to support and enable the US focused companies of today/tomorrow.

2. When it comes to sensors, the edge is in software fusion and control latency. Teleops with ultra low latency networks allow for labor arbitrage. Where im still thinking through is where are the government subsidies (Elon <> Tesla via Energy) come to mind to actually scale the development/manufacturing of these bots.

3. Watts Hours per Meter = MPG. Honestly just like this framing and easy metric to bring into conversations with buidlers, investors and my parents. Long term viability requires dense battery packs, smarter BMS and efficient locomation hardware. Power is the economic gating factor here...upstream from more autonomy and even perception.

4. Software (via Data) remains the Moat - Nvidias Isaac (posted about it last week) + ROS + fleet coherence /orchestration tooling are all gunning for motion data, control loops and sim logs form the next software flywheels.

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SynthID Detector — a new portal to help identify AI-generated content

https://blog.google/technology/ai/google-synthid-ai-content-detector/

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Decentralised.co: The Inevitability of MEV

https://x.com/Decentralisedco/status/1925166768487879044

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Difference between Kaito and Cookie.fun

https://x.com/jinglingcookies/status/1925165497529880580

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Real

https://x.com/aibreakfast/status/1925134845963087974?s=46&amp;t=ywALktyM5ZCyt-zigN5Big

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zkTLS: Key to Crypto Mass Adoption

https://www.youtube.com/watch?v=tG61BCaZTQ0

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Pendle: The Era of Stablecoin Expansion

https://www.modularcapital.xyz/writing/pendle

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Slash: Business banking for entrepreneurs

Stablecoin on/off ramps for businesses

https://x.com/slashapp/status/1924874110376784122?s=46&amp;t=ywALktyM5ZCyt-zigN5Big

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Oh wow Gemini Diffusion is very cool

https://x.com/bycloudai/status/1924924794719334645?s=46&amp;t=ywALktyM5ZCyt-zigN5Big

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1kx | Web3 Social Graphs: Thesis

https://x.com/jakub_rusiecki/status/1924815887715987587

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UITARS: AI that sees your screens, understands what's going on

https://x.com/jimmy_toan/status/1917158228963783054

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Volt Capital: Designing DePIN Protocols Using Optimal Control Theory

https://volt.capital/blog/designing-depin-protocols-using-optimal-control-theory

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