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CS Academics5 min read810 words

☀️ Barbecue - Bunnings Visit

👁️0reads (human + AI)🤖0AI ingestions

☀️ Barbecue - Bunnings Visit

This article describes a visit to Bunnings Warehouse in Brisbane, Australia, focusing on its extensive pool maintenance section. The author mentions preparing for a barbecue.

Key Points:

• Bunnings is a large Australian hardware retailer.

• The store has a significant pool maintenance section.

• The visit occurred on a sunny day in Brisbane.

🔗 Resources:

Binocularity ↗ - Author's Twitter account

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🤖 xAI - Emissions Control

This article discusses xAI Memphis's new facility and its commitment to low emissions. The Shelby County Health Department's decision is highlighted.

Key Points:

• xAI Memphis will use state-of-the-art emissions control technology.

• The facility will be the lowest emitting of its kind in the country.

• xAI looks forward to being a valued partner to the community.

🔗 Resources:

JoaquimKelo ↗ - Possibly related account

xAI Memphis ↗ - Company Twitter account

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💡 PhD Completion - AI Agent Focus

This article briefly describes the author's transition from a demanding PhD and family obligations to focusing solely on work with AI agents. The improved sleep quality is noted.

Key Points:

• Completion of a demanding PhD.

• Focus shifted to AI agent work.

• Improved sleep quality is reported.


✨ DSN25 - William C. Carter Award

This article announces Giray Yaglikci's DSN-2025 William C. Carter Award win for his PhD thesis on DRAM read disturbance mitigation.

Key Points:

• Giray Yaglikci received the DSN-2025 William C. Carter Award.

• The award is for his PhD thesis on DRAM read disturbance mitigation.

• The award was presented at DSN25.

🔗 Resources:

_onurmutlu_ ↗ - Possibly related account

SAFARI_ETH_CMU ↗ - Possibly related account

agyaglikci ↗ - Award recipient's Twitter account

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💡 India - Well-being Concerns

This article expresses concerns about the well-being of people in India and the reasons some choose to leave the country.

Key Points:

• Concerns about the well-being of the people in India are expressed.

• The author notes a lack of priority given to people's well-being.

• The author understands why people want to leave India.


🤖 AI - IIT JEE Exam

This article reports on AI surpassing human performance on the IIT JEE exam, specifically mentioning Google's Gemini 2.5 Pro achieving the top rank.

Key Points:

• AI outperformed all human participants in the IIT JEE exam.

• Google's Gemini 2.5 Pro achieved the highest score.

• ByteDance quietly published the results.

🔗 Resources:

tanayd07 ↗ - Possibly related account

deedydas ↗ - Possibly related account

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💡 Book Recommendation - Love Coffee & Revolution

This article recommends the book "Love Coffee & Revolution," describing it as an environmental and social justice adventure love story set in Costa Rica.

Key Points:

• "Love Coffee & Revolution" is recommended as a summer read.

• The book blends environmentalism, social justice, adventure, and romance.

• It is set in Costa Rica.

🔗 Resources:

DrEricDing ↗ - Author's Twitter account

Amazon link ↗ - Purchase link for the book

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🤖 Research - Embodied AI Agents

This article describes the author's upcoming move to NVIDIA to work on open-source/science post-training, especially reasoning VLA models for embodied agents.

Key Points:

• The author will work at NVIDIA on open source/science projects.

• The focus will be on post-training, reasoning VLA models for embodied agents.

• The author emphasizes the importance of embodiment for ASGI.

🔗 Resources:

YejinChoinka ↗ - Possibly related account

Nvidia ↗ - Company Twitter account

rajammanabrolu ↗ - Author's Twitter account

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🤖 EPA - Trump Administration Accusations

This article reports on accusations against Trump administration officials for undermining the EPA's core mission. A specific example involving a private prison and toxic disinfectant is cited.

Key Points:

• Hundreds of EPA employees accuse Trump officials of undermining the agency's mission.

• The EPA allowed a private prison to spray toxic disinfectant at an immigration detention center.

• Clean air and water standards were removed under the Trump administration.

🔗 Resources:

DrEricDing ↗ - Author's Twitter account

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🤖 Speculative Decoding - AI Models

This article discusses a paper on speculative decoding, focusing on sampling from smaller models to match the distribution of larger models for cost and speed efficiency.

Key Points:

• Speculative decoding samples from a smaller model to match a larger model's distribution.

• This approach is cheaper and faster than sampling directly from the larger model.

• The purpose is to improve efficiency in AI model sampling.

🔗 Resources:

cs_lisheng ↗ - Possibly related account

prajdabre ↗ - Possibly related account

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