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@data4sci

Take Control Of Your Data. Join our Data Science Briefing newsletter for the best in #DataScience and #MachineLearning http://data4sci.com/newsletter

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21.01.2024
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Latest posts by Data Science @data4sci

Data Science Briefing #309 A practical roundup for staying current on data science and applied AI, with a useful pointer to production-ready multi-agent workflows (CrewAI) you can work through on your own schedule. Worth skimming if you like concise, maker-style notes.

Data Science Briefing #309 — A practical roundup for staying current on data science and applied AI, with a useful pointer to production-ready mult… https://data4science.kit.com/posts/data-science-briefing-309#309%20-%2020996969&sh_kit=2c5b2d342145036e7b2cb3cfadd1e1387e710aa01042f5dd3d4e56d60e39ecd1

11.03.2026 17:34 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:36 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:30 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:25 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:20 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:15 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:10 👍 0 🔁 0 💬 0 📌 0
Gemini API with VertexAI for Developers — T-1w Topic: Gemini API with VertexAI for Developers\nStage: T-1w\nPlatform: LinkedIn + Twitter + Substack\n\n📝 Edit your post: https://docs.google.com/document/d/1NoZjL23ydLEeY_oasC2B2MQv9VhZDvfRAQWUPo94Hls/edit\n\n🔗 Registration: https://learning.oreilly.com/live-events/-/06425722994

One week out — last chance to plan it into your calendar. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

11.03.2026 13:05 👍 0 🔁 0 💬 0 📌 0
Untangling the Hairballs of Multi-Centered, Small-World Online Social Media Networks | Journal of Graph Algorithms and Applications A clear, technical look at how multi-centered “small-world” social networks are structured, with methods that help make sense of messy real-world graphs. Useful if you’re working on community structure, centrality, or network visualization in social media data.

Untangling the Hairballs of Multi-Centered, Small-World Online Social Media Networks | Journal of Graph Algorithms and Applications — A clear, technical look at how multi-centered “small-world” social networks are structured, with methods that… https://jgaa.info/index.php/jgaa/article/view/paper370

10.03.2026 11:50 👍 0 🔁 0 💬 0 📌 0
Your LLM Doesn't Write Correct Code. It Writes Plausible Code. A useful reminder that LLMs optimize for plausibility, not correctness—especially in code. The suggested database “sanity test” is a quick check worth adding to your workflow.

Your LLM Doesn't Write Correct Code. It Writes Plausible Code. — A useful reminder that LLMs optimize for plausibility, not correctness—especially in code. The suggested database “sanity test” is a quick check worth adding to your… https://blog.katanaquant.com/p/your-llm-doesnt-write-correct-code

10.03.2026 02:03 👍 0 🔁 0 💬 0 📌 0
Why language models hallucinate | OpenAI Clear, research-backed look at what drives LLM hallucinations and how better evaluation methods can reduce them. Worth a read if you’re building with AI and need more reliable, honest outputs.

Why language models hallucinate | OpenAI — Clear, research-backed look at what drives LLM hallucinations and how better evaluation methods can reduce them. Worth a read if you’re building with AI and need more reliable, honest outputs. https://openai.com/index/why-language-models-hallucinate/

10.03.2026 02:03 👍 0 🔁 0 💬 0 📌 0
Can coding agents relicense open source through a “clean room” implementation of code? Useful framing on whether agent-generated “clean room” rewrites can actually sidestep open-source licensing obligations. Worth a read if you’re relying on coding agents and want to understand the legal and practical limits.

Can coding agents relicense open source through a “clean room” implementation of code? — Useful framing on whether agent-generated “clean room” rewrites can actually sidestep open-source licensing obligations. Worth a read if you’re relying on coding… https://simonwillison.net/2026/Mar/5/chardet/

10.03.2026 02:03 👍 0 🔁 0 💬 0 📌 0
How AI assistance impacts the formation of coding skills \ Anthropic Worth a read on how AI assistance changes the way coding skills form—useful framing for when to lean on tools and when to practice unaided. Good reminder to treat AI as a scaffold, not a substitute for fundamentals.

How AI assistance impacts the formation of coding skills \ Anthropic — Worth a read on how AI assistance changes the way coding skills form—useful framing for when to lean on tools and when to practice unaided. Good reminder to treat… https://www.anthropic.com/research/AI-assistance-coding-skills

10.03.2026 02:02 👍 0 🔁 0 💬 0 📌 0
[2603.05344] Building Effective AI Coding Agents for the Terminal: Scaffolding, Harness, Context Engineering, and Lessons Learned Solid, experience-driven notes on what actually makes terminal-based coding agents work: scaffolding, harness design, and disciplined context engineering. Useful if you’re building or evaluating agent workflows beyond the model itself.

[2603.05344] Building Effective AI Coding Agents for the Terminal: Scaffolding, Harness, Context Engineering, and Lessons Learned — Solid, experience-driven notes on what actually makes terminal-based coding agents work: scaffolding, harness design, and disciplined… https://arxiv.org/abs/2603.05344

10.03.2026 02:02 👍 0 🔁 0 💬 0 📌 0
Data Science Briefing #308 A solid roundup for staying current on applied data science, with a practical focus on production-ready multi-agent systems. Worth a skim if you want curated links and a clear takeaway without a lot of fluff.

Data Science Briefing #308 — A solid roundup for staying current on applied data science, with a practical focus on production-ready multi-agent sy… https://data4science.kit.com/posts/data-science-briefing-308#308%20-%2020934242&sh_kit=d699feb21b624dc218ed662c6c5565dffe6053f1e042c10fd7a09d8afbc4be0d

06.03.2026 19:48 👍 0 🔁 0 💬 1 📌 0
Global Warming has Accelerated Significantly Worth a look if you want a careful take on whether recent record-hot years reflect a real acceleration in warming or just natural variability. The authors try to control for major variability factors to sharpen the signal.

Global Warming has Accelerated Significantly — Worth a look if you want a careful take on whether recent record-hot years reflect a real acceleration in warming or just natural variability. The authors try to control for major variability… https://www.researchsquare.com/article/rs-6079807/v1

06.03.2026 17:20 👍 0 🔁 0 💬 0 📌 0

Can the Most Abstract Math Make the World a Better Place? — A thoughtful look at applied category theory and the practical question of whether even very abstract mat… https://www.quantamagazine.org/can-the-most-abstract-math-make-the-world-a-better-place-20260304/?mc_cid=2f6471fac1&mc_eid=0bb2af09bd

06.03.2026 16:40 👍 0 🔁 0 💬 0 📌 0

How to Network As A Scientist — Practical advice on networking for scientists, with a focus on building real relationships rather than collecting contacts. Worth a watch if you’re figuring out how to reach out without feeling awkward or salesy. https://m.youtube.com/watch?v=t3ulUtmGChM

06.03.2026 15:30 👍 0 🔁 0 💬 0 📌 0

Academics Need to Wake Up on AI — A clear-eyed follow-up on how academics are reacting to AI—especially the backlash—and what that reveals about the incentives and anxieties shaping the conversation. Worth reading if you… https://alexanderkustov.substack.com/p/academics-need-to-wake-up-on-ai-part

06.03.2026 03:50 👍 0 🔁 0 💬 0 📌 0

Surprising gender biases in GPT — Worth a read; the useful bits are usually in the examples and edge cases. https://www.sciencedirect.com/science/article/pii/S2451958824001660

06.03.2026 01:00 👍 0 🔁 0 💬 0 📌 0

New O'Reilly Live Course coming up. LangChain for Generative AI Pipelines. Register: https://learning.oreilly.com/live-events/-/0642572002267/

05.03.2026 22:32 👍 1 🔁 0 💬 0 📌 0

New O'Reilly Live Course coming up. Claude API for Python Developers. Register: https://learning.oreilly.com/live-events/-/0642572255893/

05.03.2026 22:32 👍 1 🔁 0 💬 0 📌 0

New O'Reilly Live Course coming up. Gemini API with VertexAI for Developers. Register: https://learning.oreilly.com/live-events/-/0642572299484/

05.03.2026 22:32 👍 0 🔁 0 💬 0 📌 0

The largest open-source humanized voice library — A substantial open-source voice library with 4,065 humanized voices across 44 languages, released under CC-BY-SA 4.0. Handy if you need multilingual TTS assets with clear licensing for reuse and remixing. https://github.com/jaymunshi/open-swara

05.03.2026 17:50 👍 1 🔁 0 💬 0 📌 0
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Does Data Really Have Weight? Exploring SSD Insights Explore the quirky notion that data has weight, especially in SSDs, and learn the science behind this fun idea!

Does Data Really Have Weight?

cubiclenate.com/2026/03/04/d...

04.03.2026 22:04 👍 0 🔁 0 💬 0 📌 0
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Who Writes the Bugs? A Deeper Look at 125,000 Kernel Vulnerabilities - Pebblebed The Super-Reviewers

Who Writes the Bugs? A Deeper Look at 125,000 Kernel Vulnerabilities

pebblebed.com/blog/kernel-...

04.03.2026 20:48 👍 0 🔁 0 💬 0 📌 0
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Evaluating Theory of Mind and Internal Beliefs in LLM-Based... LLM-based MAS are gaining popularity due to their potential for collaborative problem-solving enhanced by advances in natural language comprehension, reasoning, and planning. Research in Theory of Mind...

Evaluating Theory of Mind and Internal Beliefs in LLM-Based Multi-Agent Systems

arxiv.org/abs/2603.00142

04.03.2026 12:05 👍 1 🔁 0 💬 0 📌 0
Agentic Engineering Patterns - Simon Willison's Weblog Agentic Engineering Patterns

Agentic Engineering Patterns

simonwillison.net/guides/agent...

04.03.2026 11:38 👍 0 🔁 0 💬 0 📌 0
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AgentConductor: Topology Evolution for Multi-Agent... Large language model(LLM)-driven multi-agent systems(MAS) coordinate specialized agents through predefined interaction topologies and have shown promise for complex tasks such as competition-level code...

AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation

arxiv.org/abs/2602.17100

04.03.2026 03:00 👍 0 🔁 0 💬 0 📌 0
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Who Pays for Tariffs Along the Supply Chain? Evidence from European Wine Tariffs Founded in 1920, the NBER is a private, non-profit, non-partisan organization dedicated to conducting economic research and to disseminating research findings among academics, public policy makers, and...

Who Pays for Tariffs Along the Supply Chain? Evidence from European Wine Tariffs

www.nber.org/papers/w34392

03.03.2026 19:31 👍 0 🔁 0 💬 0 📌 0