Gerhard Schimpf @smfteam.bsky.social

Physicist, Computer Scientist Blog Being-Human with Algorithms Member ACM EUTCP

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@farman4x 33

[ACM Public Policy @acmpolicy]

1/7 AI has moved beyond chatbots. Agentic AI systems now plan and execute multi-step tasks — browsing, coding, sending messages, managing files — without step-by-step human approval. A new @acmpolicy TechBrief examines what this means for law, security, and society. 🧵

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@usludurkizim 40

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@Simi_2210_ Skin

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@Simi_2210_ 38

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@TommiPedruzzi Send

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@farman4x 14

[Sandra Navidi @sandranavidi.bsky.social @SandraNavidi]

Unfassbar ...

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@hicasamadim 72

[Python Developer @PythonDvz]

𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 𝐯𝐬 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐢𝐬 𝐰𝐡𝐞𝐫𝐞 𝐚 𝐥𝐨𝐭 𝐨𝐟 𝐩𝐞𝐨𝐩𝐥𝐞 𝐠𝐞𝐭 𝐜𝐨𝐧𝐟𝐮𝐬𝐞𝐝 𝐫𝐢𝐠𝐡𝐭 𝐧𝐨𝐰.

And that confusion is costing teams time, money, and clarity.
An AI agent is simple.
You give it a task. It gives you an output.
It doesn’t think ahead. It doesn’t plan. It just responds.
𝐄𝐱𝐚𝐦𝐩𝐥𝐞
↳ Summarize a document
↳ Write an email
↳ Generate code snippet
That’s useful. But limited.
Agentic AI is a different game.
↳ It doesn’t just respond.
↳ It decides what to do next.
It can plan → execute → review → improve
Sometimes with multiple agents working together
𝐓𝐡𝐢𝐧𝐤 𝐨𝐟 𝐢𝐭 𝐥𝐢𝐤𝐞 𝐭𝐡𝐢𝐬:
↳ Agent = Intern who does what you ask
↳ Agentic AI = Team that understands the goal and figures things out
This is why people struggle while building with AI.
They try to solve complex workflows using simple agents.
And then say
“AI doesn’t work”
It does. You’re just using the wrong layer.
If your use case is:
• One-time tasks → use a simple agent
• Multi-step workflows → use planner + executor
• Ongoing, evolving work → build an agentic system
The real shift is not tools.
It’s thinking in systems instead of prompts.
The people who understand this early will build faster
Automate better
And need less manual effort over time
The rest will keep writing better prompts for problems that need better architecture
If you’re building in AI right now
Start asking this before anything else:
Am I solving this with a tool or designing a system?

#LLM #AIEngineering #AgenticAI #RAG

[Akash @heyakash_ai]

BREAKING: Don't copy and paste answers from ChatGPT.

ChatGPT writing is easily detectable.

Use these prompts instead and see the magic:

[Ajit kumar @ajitcodes]

Learn AI for free directly from top companies

𝟭 - 𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰:
https://t.co/1M15GC7cOY

𝟮 - 𝗚𝗼𝗼𝗴𝗹𝗲:
https://t.co/AIkLM6XjVL

𝟯 - 𝗠𝗲𝘁𝗮:
https://t.co/UWdSCK5daz

𝟰 - 𝗡𝗩𝗜𝗗𝗜𝗔:
https://t.co/B458g8uF1u

𝟱 - 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁:
https://t.co/UChXyK2ZQh

𝟲 - 𝗢𝗽𝗲𝗻𝗔𝗜:
https://t.co/Do088drBz6

𝟳 - 𝗜𝗕𝗠:
https://t.co/4XKRjVNMKA

𝟴 - 𝗔𝗪𝗦:
https://t.co/36WQ7H0vfT

𝟵 - 𝗗𝗲𝗲𝗽𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴𝗔𝗜:
https://t.co/mtt2yYxm6a

𝟭𝟬 - 𝗛𝘂𝗴𝗴𝗶𝗻𝗴 𝗙𝗮𝗰𝗲:
https://t.co/YYHwWDpwPF

[Kirill @kirillk_web3]

ANTHROPIC JUST DROPPED A 33-PAGE GUIDE.

This is the most practical breakdown of Claude Skills I’ve seen.

Bookmark this before you forget.

33 pages.
Persistent instructions.
No repetition.
No re-explaining every time.

Read it today. Link below.

Claude → Skills → Memory → Automation → Systems → Money

[Nas @Nas_tech_AI]

Only Genius can solve this

What is the value of b ?

[MIT CSAIL @MIT_CSAIL]

Happy birthday Joseph Fourier, whose 1822 equation allows us to listen to mp3 audio files today: https://t.co/O7L4xdQ1oU

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

CDU schwenkt auf Trump Ideologie um

[Christian Bangel @christianbangel]

Die Gründerin von HateAid, Anna-Lena von Hodenberg, ist noch im Oktober 2025 für die Gründung ihrer Beratungsstelle vom Bundespräsidenten ausgezeichnet worden.
Dann verboten ihr die USA die Einreise. Und kurz darauf in Deutschland:

[Clash Report @clashreport]

Professor John Mearsheimer:

We’re not winning against Iran. We’re not winning.

We’re sending a message that we’re a bunch of fools. That we started a war we can’t win.

We didn’t have the required military forces to achieve any of the objectives that we were floating, and we had no plan.

What does this tell the Chinese and what does it tell the Russians?

It tells them that we are incompetent. Of course the Russians have had enough dealings with Steve Witkoff and Jared Kushner to fully understand just how incompetent we are.

[Ruprecht Polenz🇪🇺 @polenz_r]

Was sagt Manfred Weber dazu? Und wann endlich? Was sagen Merz und Söder als die Parteivirsitzenden von CDU und CSU?

[Kirk Borne @KirkDBorne]

Richard Feynman called Euler's Identity "our jewel" and "the most remarkable formula in mathematics." What's Pi got to do with it? Learn more here: https://t.co/kmA3oc4nbt
——————
#PiDay #PiDay2026 #PiDay26 #STEM

[Gerhard Schimpf @smfteam.bsky.social @GSchimpf]

@Sukani123 @bundeskanzler Erika, das war eine Honigfalle mit rehbraunen Augen