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[@TDataScience](/creator/twitter/TDataScience)
"Your 1M+ context window LLM might be less powerful than you think. Tobias Schnabel's new article reveals working memory as a critical bottleneck for LLMs"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1945912658986688980) 2025-07-17 18:25:05 UTC 242.1K followers, 1767 engagements


"Your work data is the next frontier for GenAI. Zsombor Varnagy-Toth's new article reveals X compelling reasons why knowledge workers' output is the most valuable high-quality data source for propelling LLM performance"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1943106449808232738) 2025-07-10 00:34:13 UTC 242.1K followers, 2643 engagements


"Gen Z data pros futureproof your rsum in X moves. 🚀 Learn from Marina Tosics latest article how to recession-proof your skill stack ride the AI hiring wave instead of fearing it and convert downtime into portfolio gains that compound career ROI"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947381361251131764) 2025-07-21 19:41:11 UTC 242.1K followers, 2078 engagements


"Tired of inconsistent LLM outputs Yeah. us too. Learn the best practices for ensuring reliability. @EivindKjos's guide covers tweaking system prompts using Pydantic for validation and a multi-LLM provider strategy for resilience"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946767816767459366) 2025-07-20 03:03:11 UTC 242K followers, 3516 engagements


"Why is there a "Hotel Bristol" in Oslo Anna Gordun Peiro's latest article dives into a data analysis of 25000 hotel names uncovering surprising truths about location aspiration and tradition in branding"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947487284036501924) 2025-07-22 02:42:05 UTC 242.1K followers, 2501 engagements


"Tired of Pythons slowness in compute-heavy tasks @taupirho lays out a 4-step plan to accelerate your code using Cython up to 80x faster where it matters most"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946797764823670871) 2025-07-20 05:02:11 UTC 242K followers, 3689 engagements


"Got your own project on AI agents or generative workflows TDS is written by people like you and were always looking for contributors ➡"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947797309992939673) 2025-07-22 23:14:01 UTC 242.1K followers, 1630 engagements


"Tired of babysitting voice assistant prompts Explore Heiko Hotzs deep dive into Automated Prompt Engineering (APE) and learn how to launch an AI pipeline that benchmarks ranks and auto-refines function-calling prompts"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946405415584923806) 2025-07-19 03:03:08 UTC 242K followers, 2490 engagements


"Is the AI-2027 Jobocalypse scenario becoming reality Marina Tosic unpacks a forecast predicting superhuman AI by 2027 and how current LLM capabilities are already impacting entry-level jobs and the future of mentorship"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947164445903356142) 2025-07-21 05:19:15 UTC 242.1K followers, 2728 engagements


"LLM evaluation is hard. Manual review doesnt scale. Metrics miss the point. So how are real teams testing models in production Shuai Guo explores LLM-as-a-Judge and covers design tips pitfalls real-world use cases and tools to try"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1945792888043921597) 2025-07-17 10:29:10 UTC 242K followers, 2871 engagements


"🔥 TRENDING 🔥 Have you fine-tuned small LLMs for critical thinking like @neural_avb Towards Data Science wants YOUR insights on LLM Optimization & Training Techniques submit your article today ➡"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947967175551004900) 2025-07-23 10:29:00 UTC 242.1K followers, XXX engagements


"Time to go beyond basic LLM alignment. Sudheer Singh explores OTPO a cutting-edge technique leveraging optimal transport theory to weight what truly matters in LLM-generated responses enhancing alignment with human preferences"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946711974475128936) 2025-07-19 23:21:17 UTC 242K followers, 3510 engagements


"Freelancing as a data scientist sounds glamorous. until you face the financial realities. Learn how to navigate the hidden hurdles of self-employment. CJ Sullivan's guide reveals the crucial financial and legal strategies US data science freelancers need to know"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1944248447353172181) 2025-07-13 04:12:06 UTC 242K followers, 3561 engagements


"Bring AI agents to life while staying grounded in real-world engineering constraints. Read @sravani_alle's hands-on walkthrough now"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947857451526599126) 2025-07-23 03:13:00 UTC 242.1K followers, 1815 engagements


"Learn X easy steps for gaining an intelligent picture for any project by using the skill of context engineering. By Kory Becker"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947102509526385133) 2025-07-21 01:13:08 UTC 242.1K followers, 3798 engagements


"Tired of complex tech David Martin shares how years of infrastructure experience coupled with continuous learning led to building award-winning AI solutions that saved a company X figures"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946427803974398005) 2025-07-19 04:32:06 UTC 242K followers, 3119 engagements


"Is your RAG model giving contradictory answers 🤔 Subha Ganapathi explores Simpson's Paradox in RAG systems showing how lurking variables (like publication date) can flip sentiment"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947079649797804449) 2025-07-20 23:42:18 UTC 242.1K followers, 3475 engagements


"Struggling to score GPT outputs when good is in the eye of the beholder Learn how @EvidentlyAI CEO & Co-Founder @elenasamuylova turns LLMs into reliable judges. Her latest article walks you through prompt design calibration loops and trust metrics"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947345605421891886) 2025-07-21 17:19:06 UTC 242.1K followers, 1928 engagements


"Is your LLM underperforming 🤯 @EivindKjos's latest article dives into Context Engineering the science of feeding your LLM the right context to maximize performance"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947495098872217864) 2025-07-22 03:13:08 UTC 242.1K followers, 2897 engagements


"Shor's algorithm: a quantum computing cornerstone. Benjamin Assel shares a comprehensive guide to its implementation and analyzes actual quantum runs offering a clear view of where we stand in its journey from theory to breaking encryption"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947253289466146834) 2025-07-21 11:12:17 UTC 242.1K followers, 2079 engagements


"Multi-session memory for your AI agent without the vendor lock-in. This practical guide by @maurodp_ shows how to create persistent conversational memory using open-source tools like @Ollama and @TryChroma"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1942907393756541332) 2025-07-09 11:23:14 UTC 242.1K followers, 1865 engagements


"You dont need to wire up a DAG or fight with complex graph tools to get multiple LLM agents working together. @MrAlanJones' guide to @OpenAIs Agent SDK walks through exactly how to chain agents handle structured output and even embed agents as tools"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947600575761093098) 2025-07-22 10:12:16 UTC 242.1K followers, 1822 engagements


"Ditch the coding autopilot 🤔 Stephanie Kirmer explores whether relying on LLMs for "vibe coding" sacrifices long-term developer skills for short-term gains. Discover the risks learn to balance AI assistance + more"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1942044427851059710) 2025-07-07 02:14:07 UTC 242.1K followers, 2790 engagements


"From 1099s to health insurance headaches CJ Sullivan reflects on XX months of freelancing as a data scientist. If you're eyeing the solo path this post covers what you really need to know"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946997833673970035) 2025-07-20 18:17:11 UTC 242.1K followers, 2974 engagements


"Don't just build think about HOW you build with AI. Stephanie Kirmer shares a vital perspective on LLMs in coding arguing for intentional development that nurtures talent and ensures long-term code quality"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1945772000795820133) 2025-07-17 09:06:10 UTC 242K followers, 2199 engagements


"Ready to build a powerful GraphRAG agent with a robust open-source stack Ed Sandoval's article features @OpenAI Agents SDK MCP @Ollama and @Neo4j to create an intelligent assistant for KYC. Learn how to combine specialized tools for optimal performance"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946168870386950565) 2025-07-18 11:23:11 UTC 242.1K followers, 2724 engagements


"Why do LLMs struggle with plot holes or similar documents Tobias Schnabel explains how working memory overload causes performance to regress to random guessing on tasks like variable tracking even for state-of-the-art models"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947358721509618048) 2025-07-21 18:11:14 UTC 242.1K followers, 1952 engagements


"How do you build a web where AI agents speak the same language 🗣 @mercury0100 explores @Google's #A2A inspired concepts like MCP and @invokelab comparing their strengths for real-world API interaction and multi-agent coordination"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1944657906839757294) 2025-07-14 07:19:09 UTC 242.1K followers, 2213 engagements


"💡Did you know The future of LLM training is in your hands. Zsombor Varnagy-Toth makes a powerful case for work data as the single most valuable resource for advancing Gen AI discussing its profound implications for businesses and knowledge workers"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947306105576534484) 2025-07-21 14:42:09 UTC 242K followers, 1879 engagements


"Which LLM Agent technique should you use for your next project @maurodp_'s latest comprehensive guide breaks down X types of LLM Agents with simple hands-on Python code examples using @Ollama"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1943088557536497823) 2025-07-09 23:23:07 UTC 242.1K followers, 2579 engagements


"If you're deploying AI across teams you won't want to miss this FREE webinar. Join our sister site @TheNewStack with @RedHat and @Intel TOMORROW on July XX for practical steps to make AI work for your business + more. Register now 👉"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947330616376046070) 2025-07-21 16:19:33 UTC 242.1K followers, 1954 engagements


"Unlock the power of AI. Learn how to build your own interactive AI-powered web app with @GongDestin's latest article. Connect to remote servers like DeepWiki and @HuggingFace using @Streamlit and explore diverse AI functionalities"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947450053099999541) 2025-07-22 00:14:09 UTC 242.1K followers, 3967 engagements


"Ever wished your LLM could query ClickHouse comb @GitHub and summarize every changelog entry on demand 🤔 Discover how Mariya Mansurovas MCP-powered toolkit converts bespoke functions into reusable tools slashing analyst turnaround time"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1943868717655331076) 2025-07-12 03:03:12 UTC 242K followers, 2825 engagements


"📢 Calling all LLM builders Towards Data Science wants your expertise. Share practical insights on Multi-Agent AI Systems LLM Infrastructure and RAG architectures and become part of our community. Submit your article today ➡"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946320866939117987) 2025-07-18 21:27:10 UTC 242K followers, 2055 engagements


"Want to master Instance Segmentation Pavel Timonin's debut article dives into Dynamic SOLO (SOLOv2) from scratch with TensorFlow perfect for those with no high-performance GPU"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946304496679702654) 2025-07-18 20:22:07 UTC 242K followers, 2375 engagements


"Christopher Ariza demonstrates how free-threaded Python 3.13t combined with immutable DataFrames is set to revolutionize CPU-bound numerical computing. Get ahead of the curve read the full article FREE now"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946891395865645378) 2025-07-20 11:14:14 UTC 242.1K followers, 2296 engagements


"The task revolution is underway @ShreshthSharma unpacks how AI agents are transforming work at the task level not job level redefining roles and demanding new enterprise strategies"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947707970692739119) 2025-07-22 17:19:01 UTC 242.1K followers, 1671 engagements


"Dive into the diverse world of LLM Agent architectures: Reflexion ToT GoT PoT + more. @maurodp_'s article is here to help you understand how each method enhances logic planning memory and tool integration for complex tasks"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947743708624932979) 2025-07-22 19:41:02 UTC 242.1K followers, 1604 engagements


"Agentic AI needs more than clever prompts. It needs memory. In this thoughtful breakdown Ida Silfverskild explains the architectures behind LLM memory systems from pocket-sized facts to long-span summaries and when to choose knowledge graphs over vector stores"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947797309095346280) 2025-07-22 23:14:01 UTC 242.1K followers, 1719 engagements


".@taupirho's guide dives into deploying @Streamlit apps on @awscloud covering crucial networking configurations (VPC security groups) S3 data sources and advanced options for securing your app with Cognito"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1946740892448043055) 2025-07-20 01:16:12 UTC 242K followers, 2675 engagements


"Meet @maurodp_ ✨ Our latest Author Spotlight features this data scientist who's still nostalgic for scikit-learn but building cutting-edge AI Agents from scratch with @Ollama. Want to contribute your own top-notch content Towards Data Science is made by contributors. Submit your article idea and get published 👉"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1945942123569664028) 2025-07-17 20:22:10 UTC 242.1K followers, 2106 engagements


"How do you quickly iterate on complex computer vision problems 🤔 Florian Trautweiler's article explores @rerundotio a game-changing tool for visualizing time-varying signals in your CV pipeline"  
![@TDataScience Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::788898706586275840.png) [@TDataScience](/creator/x/TDataScience) on [X](/post/tweet/1947026764464607588) 2025-07-20 20:12:09 UTC 242.1K followers, 2918 engagements