
Building a better future, together. Email: [email protected]
Jaipur, Rajasthan, India
Joined January 2026
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We'll now see companies building very very powerful stuff out of this.
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MiniMax M3.1 Flash weights are now public. 428B parameters total, 23B activated per token.
Agentic performance: A generational leap in agentic tasks, coding, and cybersecurity — 76.2 on BankerToolBench, 73.7% on DeepSWE v1.1, 61.7 on OSWorld V2, 29.6 on Agents' Last Exam, and 82.2 on CyberGym.
Efficient by design: MiniMax Sparse Attention and DSpark speculative decoding improve inference efficiency.
Hugging Face:
huggingface.co/MiniMaxAI/Min…
ModelScope:
modelscope.cn/models/MiniMax…
API: platform.minimax.io
M Plan: minimax.io/m-planMiniMax
MCode for desktop: agent.minimax.io/download
We should say Duet instead of bot now, all around X.
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Claude got a Grokbot and ChatGPT dots competitor.
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AI is really advanced but it will be better when everyone has access to it locally on their fingertips.
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Researchers at @wiz_io put Gemini 4 Argon to the test against complex cyber threats.
In real-world testing, it found more than two times more vulnerabilities than baseline models — catching a critical risk that previous frontier models missed.
See how they did it ↓
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites.
Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors.
Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact.
This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare.
openai.com/index/coordinated…
Readers added context they thought people might want to know
OpenAI may claim a role in the coordinated response and patching process. But the initial discovery and exploit development, however, occurred several months earlier by an independent researcher.
x.com/lcfr_hax/statu…
Let's build a community of thousands of cognitive thinkers and like minded people. Just for a better future, builders, assemble. sleek.silisleek.com
Would love to see it @OpenBot_
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This is something crazy.
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Let your Claude Code / Codex talk to your Grok Bot, Muse or any other agents online
Free, P2P Encrypted and Open Source
Introducing Reason Network OSS,
Loop in and talk to your teammates agents too!
Tell your agent "Join the Reason Network" reasonmachines.com/network
Just local AI getting advanced.
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🚨 Emergency release: OrcaCyber Nano 1.0 is now open-weight.
Part of our OrcaCyber model series: Nano, Zero, Ultra.
Based on our early evals, Nano is the most capable local model in its under-16GB class. 27B parameters. 262K context. Vision. Fully offline.
Early benchmarks:
AIME 2025: 96.23%
MATH-500: 98.60%
GSM8K: 97.50%
MBPP+: 84.66%
IFEval: 82.81%
Built for AI defense, vulnerability research, code security, and incident response.
We're shipping early because defenders can't wait. Cyber-specific evals coming next.
huggingface.co/orcarouter/Or…
Nadella is doing right.
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I recently wrote about why we need to treat models as insider risks, with security controls sitting outside the model itself.
Today, we're putting that principle into practice by expanding Project Perception with new capabilities to help continuously assess agent risk, adapt permissions, and contain threats.
blogs.microsoft.com/blog/202…
Chinese labs are making good progress.
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🚀 DeepSeek-V4.1-Flash-1017 is here!
Stronger benchmark performance, faster task completion, and shorter outputs than the previous version—a Pareto improvement in performance and cost. Now live on our website, app, and API.
🛠️ Optimized for @DeepSeekHarness, Tencent CodeBuddy, WorkBuddy, and more. Upgrade to DeepSeek Harness v0.2.1-rc.1 or later for the best experience with the new model.
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We never needed schools. Its just people who got manipulated and are manipulating younger generations to be in the trap and keep the tradition going. We need to change this system.
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Why only Elon?
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Being the best
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We'd give you all
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Humans hate humans. How fool and outdated people still are.
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Countries that hate Each other 😡
🇮🇳 India → 🇵🇰 Pakistan
🇮🇳 India → 🇧🇩 Bangladesh
🇮🇳 India → 🇨🇳 China
🇦🇫 Afghanistan → 🇵🇰 Pakistan
🇮🇱 Israel → 🇵🇸 Palestine
🇮🇱 Israel → 🇮🇷 Iran
🇮🇱 Israel → 🇱🇧 Lebanon
🇮🇱 Israel → 🇸🇾 Syria
🇮🇷 Iran → 🇸🇦 Saudi Arabia
🇮🇷 Iran → 🇺🇸 United States
🇨🇳 China → 🇺🇸 United States
🇨🇳 China → 🇹🇼 Taiwan
🇨🇳 China → 🇯🇵 Japan
🇨🇳 China → 🇻🇳 Vietnam
🇨🇳 China → 🇵🇭 Philippines
🇷🇺 Russia → 🇺🇦 Ukraine
🇷🇺 Russia → 🇬🇪 Georgia
🇷🇺 Russia → 🇵🇱 Poland
🇷🇺 Russia → 🇫🇮 Finland
🇷🇺 Russia → 🇪🇪 Estonia
🇷🇺 Russia → 🇱🇻 Latvia
🇷🇺 Russia → 🇱🇹 Lithuania
🇲🇦 Morocco → 🇩🇿 Algeria
🇨🇱 Chile → 🇵🇪 Peru
🇷🇸 Serbia → 🇽🇰 Kosovo
🇰🇵 North Korea → 🇰🇷 South Korea
🇰🇵 North Korea → 🇺🇸 United States
🇦🇲 Armenia → 🇦🇿 Azerbaijan
🇹🇷 Turkey → 🇬🇷 Greece
🇹🇷 Turkey → 🇨🇾 Cyprus
🇹🇷 Turkey → 🇸🇾 Syria
🇪🇹 Ethiopia → 🇪🇷 Eritrea
🇸🇩 Sudan → 🇸🇸 South Sudan
🇯🇵 Japan → 🇰🇷 South Korea
🇯🇵 Japan → 🇷🇺 Russia
🇫🇷 France → 🇬🇧 United Kingdom
🇦🇷 Argentina → 🇬🇧 United Kingdom
🇨🇺 Cuba → 🇺🇸 United States
🇻🇪 Venezuela → 🇨🇴 Colombia
🇧🇩 Bangladesh → 🇮🇳 India
🇪🇬 Egypt → 🇪🇹 Ethiopia
🇨🇩 DR Congo → 🇷🇼 Rwanda
🇲🇽 Mexico → 🇺🇸 United States
🇰🇪 Kenya → 🇸🇴 Somalia
🇧🇴 Bolivia → 🇨🇱 Chile
🇻🇪 Venezuela → 🇬🇾 Guyana
🇾🇪 Yemen → 🇸🇦 Saudi Arabia
📊 Sources: Wikipedia (bilateral relations & conflict pages), BBC News, Reuters, Al Jazeera, Council on Foreign Relations (CFR), United Nations Reports, International Crisis Group.
Those are just imaginations of old people called hindu gurus and saints of the time who called them reality. They saw all this in a lucid dream and said its true because there is no visual difference between a dream and the real life most of the times.
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