The TechBeat: AI’s Energy Dilemma: Can LLMs Optimize Their Own Power Consumption? (4/6/2025)
How are you, hacker? ????Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## AutoResponder AI: The Smart Way to Manage Your Gmail Inbox By @dineshbesiahgari [ 17 Min read ] AutoResponder AI automates email replies using AWS & AI. Streamline inbox management, boost productivity, and stay responsive with this serverless Gmail assista Read More. TruBit and Clapper Bring US-LATAM Payment Solutions to Maximize Earnings for Content Creators By @clapper [ 4 Min read ] Clapper, a rapidly growing social media platform, announces its partnership with TruBit, the leading digital asset payment solutions platform in Latin America. Read More. AI’s Energy Dilemma: Can LLMs Optimize Their Own Power Consumption? By @dineshbesiahgari [ 5 Min read ] Can AI optimize itself for sustainability? Explore how LLMs can reduce energy use through pruning, quantization, and hardware co-design for a greener future. Read More. An AI Ark Could Save Human Knowledge—If We Don’t Screw It Up First By @dineshbesiahgari [ 4 Min read ] Explore the AI Knowledge Ark, a visionary initiative to safeguard humanity’s intellectual and cultural legacy. Learn how AI ensures knowledge survival, inspired Read More. Want To Win Your Share of $2000? Tell Us How Your Hardware Can Power Aleph Cloud’s DePIN By @hackernooncontests [ 2 Min read ] HackerNoon’s #blockchain Writing Contest offers a $2,000 prize pool, including $300 for the best DePIN story. Read More. Announcing the COBOL Streamhouse By @progrockrec [ 4 Min read ] COBOL implementation of Apache Kafka and Iceberg. Read More. Can AI Really Code? I Put DeepSeek to the Test By @filestack [ 7 Min read ] I remember the day I first started experimenting with DeepSeek for coding. It felt like stepping into a new dimension where code could almost write itself. Read More. OpenAI Saga Part 4: The firing & unfiring of CEO Sam Altman FINALLY explained By @linh [ 8 Min read ] Toxic Genius, Tender Offers, it really was about the money after all. Read More. Hallucination by Design: How Embedding Models Misunderstand Language By @riteshmodi [ 11 Min read ] Embedding needs to be tested and evaluated; otherwise, hallucinations will happen. Experiment and evaluation on custom data is a must Read More. 16 Information Diet Lifehacks for Mighty Knowledge Metabolism By @jroseland [ 15 Min read ] A lot of people do get distracted by the overwhelming amount of information available - to combat this I've developed a highly efficient information consumption Read More. AI Search Traffic Marketshare for Calling HackerNoon Blogs: 52% OpenAI, 30% Amazon & 18% Perplexity By @David [ 3 Min read ] Based on millions of monthly requests, HackerNoon found that OpenAI(52%) leads AI Search Market share, followed by Amazon/Anthropic(30%) and Perplexity(18%). Read More. How to Design Customizable Data Indexing Pipelines By @badmonster0 [ 4 Min read ] Learn how custom transformation logic enhances data indexing with AI, vector search, TF-IDF, metadata enrichment, and optimized document chunking. Read More. 7 Best Tips and Practices for Efficient Python Test Automation By @pradeeshash [ 6 Min read ] I've worked on Python test automation projects long enough to know some tips and tricks for the best results. Read More. How I Built a Retro Game in an Hour: My Experience With Gemini 2.5 Pro and Vibe Coding By @hackercm8rb8yho00003d73roo9e3hg [ 3 Min read ] The experience turned out to be nearly 100% “vibe coding.” In just 12 minutes, I laid down the initial gameplay by simply instructing Cursor on my goals. Read More. A Good Story Is the Difference Between Success and Survival By @scottdclary [ 15 Min read ] Success isn’t about skill alone—it’s about storytelling. Discover how the most successful people use narratives to build influence, authority, and wealth. Read More. Spotify’s Secret to Smarter A/B Testing (Hint: It’s Not Just Statistics) By @abtest [ 5 Min read ] Discover how Spotify refines A/B testing with decision rules to improve product experimentation and reduce risks in multi-metric analysis. Read More. The 5-Second Data Delay That Nearly Broke Us (And How We Fixed It in Milliseconds) By @bharathreddyjanumpally [ 7 Min read ] Discover how we optimized real-time financial monitoring, cutting data lag from 5 seconds to under 500ms using AWS DynamoDB Streams, Lambda, and OpenSearch. Read More. Deploying Transformers in Production: Simpler Than You Think By @chiragagrawal [ 12 Min read ] A beginner-friendly guide showing developers how to easily deploy transformer models (like DistilBERT) using Docker, Flask, Gunicorn, and AWS SageMaker. Include Read More. Why Is Sentient Challenging the AI Giants with Open Deep Search? By @ishanpandey [ 4 Min read ] Sentient’s Open Deep Search, an open-source AI, outshines Perplexity in search and reasoning, launc
How are you, hacker?
????Want to know what's trending right now?:
The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here.
## AutoResponder AI: The Smart Way to Manage Your Gmail Inbox 
By @dineshbesiahgari [ 17 Min read ]
AutoResponder AI automates email replies using AWS & AI. Streamline inbox management, boost productivity, and stay responsive with this serverless Gmail assista Read More.
TruBit and Clapper Bring US-LATAM Payment Solutions to Maximize Earnings for Content Creators 
By @clapper [ 4 Min read ] Clapper, a rapidly growing social media platform, announces its partnership with TruBit, the leading digital asset payment solutions platform in Latin America. Read More.
AI’s Energy Dilemma: Can LLMs Optimize Their Own Power Consumption? 
By @dineshbesiahgari [ 5 Min read ] Can AI optimize itself for sustainability? Explore how LLMs can reduce energy use through pruning, quantization, and hardware co-design for a greener future. Read More.
An AI Ark Could Save Human Knowledge—If We Don’t Screw It Up First 
By @dineshbesiahgari [ 4 Min read ] Explore the AI Knowledge Ark, a visionary initiative to safeguard humanity’s intellectual and cultural legacy. Learn how AI ensures knowledge survival, inspired Read More.
Want To Win Your Share of $2000? Tell Us How Your Hardware Can Power Aleph Cloud’s DePIN 
By @hackernooncontests [ 2 Min read ] HackerNoon’s #blockchain Writing Contest offers a $2,000 prize pool, including $300 for the best DePIN story. Read More.
Announcing the COBOL Streamhouse 
By @progrockrec [ 4 Min read ] COBOL implementation of Apache Kafka and Iceberg. Read More.
Can AI Really Code? I Put DeepSeek to the Test 
By @filestack [ 7 Min read ] I remember the day I first started experimenting with DeepSeek for coding. It felt like stepping into a new dimension where code could almost write itself. Read More.
OpenAI Saga Part 4: The firing & unfiring of CEO Sam Altman FINALLY explained 
By @linh [ 8 Min read ] Toxic Genius, Tender Offers, it really was about the money after all. Read More.
Hallucination by Design: How Embedding Models Misunderstand Language 
By @riteshmodi [ 11 Min read ] Embedding needs to be tested and evaluated; otherwise, hallucinations will happen. Experiment and evaluation on custom data is a must Read More.
16 Information Diet Lifehacks for Mighty Knowledge Metabolism 
By @jroseland [ 15 Min read ] A lot of people do get distracted by the overwhelming amount of information available - to combat this I've developed a highly efficient information consumption Read More.
AI Search Traffic Marketshare for Calling HackerNoon Blogs: 52% OpenAI, 30% Amazon & 18% Perplexity 
By @David [ 3 Min read ] Based on millions of monthly requests, HackerNoon found that OpenAI(52%) leads AI Search Market share, followed by Amazon/Anthropic(30%) and Perplexity(18%). Read More.
How to Design Customizable Data Indexing Pipelines 
By @badmonster0 [ 4 Min read ] Learn how custom transformation logic enhances data indexing with AI, vector search, TF-IDF, metadata enrichment, and optimized document chunking. Read More.
7 Best Tips and Practices for Efficient Python Test Automation 
By @pradeeshash [ 6 Min read ] I've worked on Python test automation projects long enough to know some tips and tricks for the best results. Read More.
How I Built a Retro Game in an Hour: My Experience With Gemini 2.5 Pro and Vibe Coding 
By @hackercm8rb8yho00003d73roo9e3hg [ 3 Min read ] The experience turned out to be nearly 100% “vibe coding.” In just 12 minutes, I laid down the initial gameplay by simply instructing Cursor on my goals. Read More.
A Good Story Is the Difference Between Success and Survival 
By @scottdclary [ 15 Min read ] Success isn’t about skill alone—it’s about storytelling. Discover how the most successful people use narratives to build influence, authority, and wealth. Read More.
Spotify’s Secret to Smarter A/B Testing (Hint: It’s Not Just Statistics) 
By @abtest [ 5 Min read ] Discover how Spotify refines A/B testing with decision rules to improve product experimentation and reduce risks in multi-metric analysis. Read More.
The 5-Second Data Delay That Nearly Broke Us (And How We Fixed It in Milliseconds) 
By @bharathreddyjanumpally [ 7 Min read ] Discover how we optimized real-time financial monitoring, cutting data lag from 5 seconds to under 500ms using AWS DynamoDB Streams, Lambda, and OpenSearch. Read More.
Deploying Transformers in Production: Simpler Than You Think 
By @chiragagrawal [ 12 Min read ] A beginner-friendly guide showing developers how to easily deploy transformer models (like DistilBERT) using Docker, Flask, Gunicorn, and AWS SageMaker. Include Read More.
Why Is Sentient Challenging the AI Giants with Open Deep Search? 
By @ishanpandey [ 4 Min read ] Sentient’s Open Deep Search, an open-source AI, outshines Perplexity in search and reasoning, launching soon with a 1.75M waitlist. Read More.
From 488m to 10km: Oceananigans Sets New Standards in Climate Science 
By @oceanography [ 4 Min read ]
Oceananigans.jl achieves record-breaking ocean simulation resolution, memory efficiency, and energy optimization for advancing climate modeling. Read More.
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