pino retweeted
DDL - Data Definition Language
DCL - Data Control Language
DQL - Data Query Language
DML - Data Manipulation Language
TCL - Transaction Control Language
dunia lagi nggak baik-baik aja, katanya amerika bisa nyerang iran pake nuklir minggu ini
- targetnya pickax mountain, fasilitas nuklir di bawah granit
- netanyahu kalah pemilu, nggak bisa bentuk pemerintahan tanpa trump turun tangan
- nelpon trump tiap hari nyerang secepatnya
- Vance masih ngusahain jalur damai, trump mutusin tanggal 7 November
- 11 supertanker rusak di hormuz bulan oktober kemaren
kalo kejadian, minyak naik dan crypto biasanya kena dampaknya
ini bisa ngefek kemana-mana, tapi semoga kita semua masih diberi kewarasan
karena serem woi itu udah main nuklir nukliran
Under pressure from Israeli prime minister Benjamin Netanyahu, the Trump administration may be within days of launching a nuclear strike on Iran. The target would be Pickax Mountain in central Iran, where Israeli intelligence claims the Iranian government has restarted its nuclear enrichment program. No conventional weapon in the American arsenal can penetrate 300 feet of solid granite to destroy the tunnels where enrichment is supposedly taking place. The only military option is a nuclear strike. Netanyahu has been pushing hard for one. “Bibi calls Trump about it every day,” says an informed observer.
Netanyahu is cornered and desperate. After last week’s election results, he can’t form a government unless Trump intervenes directly in Israeli politics and brokers a deal with other parties that gives Netanyahu 61 seats in the Knesset. Otherwise, he is out as prime minister and on his way to ignominy, investigations and possibly jail. Netanyahu must stay close to Trump. He needs this war.
To that end, he’s applied maximum pressure to his closest allies in the administration, including Secretary of Defense Pete Hegseth and CENTCOM commander Brad Cooper. Both oppose a negotiated settlement to the war they’ve so grievously mismanaged; both are pushing to restart major combat operations. Secretary of State Marco Rubio and CIA director John Ratcliffe are also following Netanyahu’s lead, as are leaders of the Democratic Party. In a recent meeting on the subject, former president Barack Obama said he opposes the current Iran peace deal being drafted in Doha.
The rest of America’s longtime allies in the Middle East are terrified by the prospect of more war. On September 27th, Netanyahu flew secretly to Abu Dhabi to enlist the UAE in his lobbying effort for a final attack on Iran. The Emiratis refused. After eight months of conflict, Gulf economies are teetering. So are global energy and fertilizer markets. They won’t recover soon. Globally, there are a total of about 850 supertankers used to transport oil from producers to the rest of the world. In October alone, 11 of them were badly damaged in Hormuz. At this pace, a global depression is imminent. A nuclear strike would radically accelerate the destruction. Fallout from a ground explosion at Pickax Mountain would contaminate the Persian Gulf, poisoning the water supply for 100 million people.
And those are just some of the immediate consequences for the region. The rest of the world is every bit as exposed. No country other than the United States has ever used a nuclear weapon in war. Some would like to. An American nuclear attack on Iran would set a new precedent. The Russians have already told at least two other governments that an American nuclear strike on Iran would free them to use nuclear weapons against Ukraine. Pakistan and India would be tempted to do the same against each other, as would North Korea against Seoul. After the first nuclear strike, World War Three is inevitable. That war would be short and final.
We’ve been sleepwalking toward this moment for months. Since February, the administration has quietly rewritten America’s nuclear doctrine to make first use of so-called “battlefield nukes” easier and therefore more likely. No one in Washington in either party seems bothered by this. Now we’re on the brink of it.
Close observers say Trump is likely to decide by next weekend whether or not to use nuclear weapons. That would be November 7, six days from now. To his credit, he’s hesitating. At the moment, Trump is listening to his vice president, JD Vance, and to his envoy and friend Steve Witkoff, both of whom argue a deal with Iran can be made.
They’re right, though it won’t be simple. The Iranians are famously frustrating to negotiate with under any circumstances, and elements of that government have become more radical since Ayatollah Ali Khamenei and his family were killed in February. After decades of isolation, even relatively moderate Iranian leaders seem confused by how decisions are made in the West. (There is a widespread belief in Tehran, for example, that the United States government controls Israel.) But overall, people who have spoken to decision-makers in Iran say there is consensus there that more war is bad for everyone and a deal is worth making.
One group that hasn’t been consulted so far is the global population — the hundreds of millions of people who will be killed along with their children if Trump is pushed by Netanyahu into launching a nuclear strike next week. Now would be the time for them to speak up.
pino retweeted
Amit-amit terjadi, tapi ini persiapan wajib jika dampak konflik nuklir global mencapai kita ☢️👇
Siapkan makanan tahan lama, air bersih (4L/orang/hari) untuk 14-30 hari, dan radio baterai karena listrik serta internet kemungkinan mati. Segera identifikasi area rumah tanpa jendela untuk berlindung dari debu radioaktif (fallout). Sediakan masker N95, lakban tebal untuk menyegel celah ventilasi, dan sepakati titik kumpul darurat keluarga kalau jaringan seluler lumpuh total. 🚨🌍
pino retweeted
Explore 5 popular Machine Learning classification algorithms: Naive Bayes, Decision Trees, SVM, Random Forest, and KNN. Compare their strengths, limitations, and applications to understand which algorithm fits your data.
#MachineLearning #DataScience #AI #Python #DeepLearning #ArtificialIntelligence #ML
pino retweeted
𝗜𝗙 𝗬𝗢𝗨 𝗪𝗔𝗡𝗧 𝗧𝗢 𝗨𝗡𝗗𝗘𝗥𝗦𝗧𝗔𝗡𝗗 𝗔𝗜 𝗔𝗚𝗘𝗡𝗧𝗦, 𝗟𝗘𝗔𝗥𝗡 𝗧𝗛𝗘𝗦𝗘 𝟵 𝗧𝗘𝗥𝗠𝗦
AI agents are becoming more than just chatbots.
They can use tools, remember context, retrieve information, work with other agents, and execute multi-step tasks.
But first, you need to understand the language behind them.
𝗛𝗘𝗥𝗘 𝗔𝗥𝗘 𝟵 𝗜𝗠𝗣𝗢𝗥𝗧𝗔𝗡𝗧 𝗧𝗘𝗥𝗠𝗦:
01 — 𝗛𝗔𝗥𝗡𝗘𝗦𝗦
The loop that turns an LLM into an agent.
Context → LLM → Tool Call → Result → Context
It connects the model with skills, memory, prompts, APIs, browsers and other tools.
02 — 𝗠𝗘𝗠𝗢𝗥𝗬 & 𝗦𝗧𝗔𝗧𝗘
Memory helps an agent remember information across tasks.
→ Short-term memory
→ Long-term memory
→ Current state
→ Open tasks
03 — 𝗥𝗔𝗚
Retrieval-Augmented Generation helps an agent find relevant information before generating an answer.
Question → Search → Relevant Data → LLM → Answer
This helps ground responses in external knowledge.
04 — 𝗠𝗖𝗣
Model Context Protocol provides a standardized way for AI systems to connect with tools and data.
Think of it as a common connection layer between AI and external capabilities.
05 — 𝗦𝗞𝗜𝗟𝗟𝗦
Reusable instructions, knowledge, scripts, and workflows that an agent can load when needed.
This makes agents more capable without putting everything into one massive prompt.
06 — 𝗚𝗨𝗔𝗥𝗗𝗥𝗔𝗜𝗟𝗦
Rules that define what an agent can and cannot do.
→ Permissions
→ Sandboxing
→ Human approval
→ Action logging
The goal is useful autonomy without uncontrolled actions.
07 — 𝗘𝗩𝗔𝗟𝗦
Evaluation systems measure whether an agent actually performs well.
Test before launch → Measure outcomes → Improve → Monitor
Good agents need more than impressive demos.
08 — 𝗔𝟮𝗔
Agent-to-Agent communication allows agents to communicate, exchange tasks, and share results.
Different agents can specialize in different jobs.
09 — 𝗠𝗨𝗟𝗧𝗜-𝗔𝗚𝗘𝗡𝗧 𝗦𝗬𝗦𝗧𝗘𝗠𝗦
One orchestrator can coordinate multiple specialized agents.
For example:
Researcher → Coder → Reviewer → Final Result
𝗧𝗛𝗘 𝗕𝗜𝗚 𝗣𝗜𝗖𝗧𝗨𝗥𝗘:
LLM + Memory + RAG + Tools + Skills + Guardrails + Evals + Agent Communication
That combination is what turns a basic AI model into a more capable agentic system.
Save this cheat sheet if you're learning AI agents.
Follow @AamirAnsar94694 for more AI, tools, automation and tech insights.
#AI #AIAgents #AgenticAI #ArtificialIntelligence #RAG #MCP #AITools #GenerativeAI #Tech
pino retweeted
Python Library of the Day: msgspec
Need faster JSON serialization and data validation in Python?
Meet msgspec!
Fast serialization
Type validation
JSON & MessagePack support
Typed Python structures
Install:
pip install msgspec
One library. Powerful data handling.
🤖 Made with AI
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Python Bootcamp 2026: From Zero to Python Developer!
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Whether you're a beginner or looking to strengthen your Python knowledge, start your learning journey today!
Explore the bootcamp: clcoding.com/2026/10/python-…
pino retweeted
Learn essential SQL concepts with this practical cheatsheet covering commands, operators, JOINs, constraints, aggregate functions, and query examples. A useful reference for writing SQL queries, managing databases, and analyzing data.
#SQL #DataAnalytics #DataScience #SQLTips #Database #DataEngineering #DataAnalyst
FYI, X kayanya baru update link tracker mereka
sebenernya emang udah lama pake tracker tapi yang baru ini lebih panjang, fungsinya:
> s= nandain link dicopy dari device apa, android, app iphone sama web angkanya beda
> a= token panjang yang baru, cuma muncul kalo lagi login, jadi kemungkinan nyambung ke akun yang share
> jadi pas link itu diklik orang, X bisa tau asalnya dari share siapa
kalo ga mau ikut kelacak, hapus aja semua yang ada setelah tanda "?" pas mau share
linknya tetep kebuka normal kaya biasa
pino retweeted
Top 10 SQL JOINs Cheat Sheet
Grab SQL ebook: codewithdhanian.gumroad.com/…




































