Pragmatic engineer and quantitative trader focused on meaningful solutions. I build systems that matter, leveraging AI to accelerate real-world impact.
ID / SG
Joined November 2025
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Pinned Tweet
NeaByteLab Bets Five Years on Pure Proof
neabyte.com/articles/neabyte…
NΞ∆ retweeted
🚨 CRITICAL - Unauthenticated RCE in React Server Components (GHSA-xqc2-xf4c-x3h3)
A critical vulnerability in React Server Components packages (react-server-dom-webpack, react-server-dom-turbopack, react-server-dom-parcel) allows unauthenticated remote attackers to execute arbitrary code via crafted RSC Flight payload responses transporting multiple typed arrays and attacker-controlled values.
👉 Affected: Versions 19.0.0–19.0.8, 19.1.0–19.1.9, 19.2.0–19.2.8, 19.3.0 | Upgrade immediately to 19.0.9, 19.1.10, 19.2.9, or 19.3.1 (or Next.js 16.4.1 / 15.5.28)
github.com/react/react/secur…
2021 - MBP M1, Intel i7
2024 - MBP M3
2027 - MBP M5 / MBP M7
Smart MacBook user:
Year 1 (2022): MacBook Pro M2 Pro
- Buys a powerful Apple Silicon laptop.
- Gets a 10-core CPU and up to 16-core GPU.
- Enjoys a stunning Liquid Retina XDR display.
- Gets up to 18 hours of Apple-rated video playback.
- Uses it for coding, studying, professional work and productivity.
Year 2 (2023): MacBook Pro M2 Pro
- Doesn't upgrade just because newer MacBook Pros launch.
- Still gets excellent performance for development.
- Runs multiple applications and browser tabs smoothly.
- Enjoys the same premium display and performance.
- Saves money instead of buying another laptop.
Year 3 (2024): MacBook Pro M2 Pro
- Doesn't upgrade just because the M4 arrives.
- Continues using it for programming and multitasking.
- Handles demanding development workflows.
- Keeps all projects, files and development environments.
- Avoids unnecessary hardware upgrades.
Year 4 (2025): MacBook Pro M2 Pro
- Doesn't upgrade just because newer M5 models arrive.
- Replaces the battery if its health deteriorates.
- Cleans up storage and maintains regular backups.
- Continues using the same machine for work and learning.
- Invests money in skills instead of another laptop.
Year 5 (2026): MacBook Pro M2 Pro
- Doesn't upgrade just because newer MacBooks launch.
- Still uses it for daily development and productivity.
- Enjoys the premium display, speakers and build quality.
- Continues using compatible macOS applications.
- Gets maximum value from the original investment.
The result:
- Five years with one MacBook Pro.
- No unnecessary yearly upgrades.
- Less electronic waste.
- More money saved.
- More focus on skills and productivity.
Smart people buy laptops to get work done, not to chase every new release. 💀
Maybe it's a duplicate, maybe it's not valid...
But I still enjoy taking the legal approach and hacking with Argon 👀
The first real-world physical attack by AI is expected in less than "?" months, around Q2 "????". Early signs include AI discovering new spyware and AI-driven disruption of physical environments using L**** 👀
Still waiting for Gemini 4 Carbon to become available through the API. Gemini 4 Argon is truly impressive and I hope Carbon or any newer models will not disappoint ✨
Multi-hop Chained Curiosity has a simple stopping rule. It stops when it has enough, meaning a learned gate judges the next hop adds nothing relevant. It also stops when it has gone on too long, meaning a hard cap on the number of hops.
Tips agar identitas tidak bisa dilacak:
1. No hp jangan pake NIK asli / NIK keluarga.
2. Selalu aktifkan mode pesawat jika tidak digunakan.
3. Gunakan Proxy residensial saat mengakses internet.
4. Tidak menggunakan sosial media dari aplikasi mobile.
Politik indo cheatsheet: biasanya AIB akan dikeluarkan menjelang ajang cari panggung. Bisa dibilang propaganda dan itu terjadwal karena ada agensinya gitu 👀
Modal paling gede biasanya dari bendera warna darah 🏃
Dari pihak parpol bakal cari talent freelancer khusus menuhi agenda tersebut, paling sering dikontak langsung atau dikenalin dari kenalan.
NΞ∆ retweeted
Kimi K3.1 Pro from @Kimi_Moonshot is now available on Ollama Cloud.
🔒 Hosted in the US with full zero data retention.
2.8T total parameters with 104B activated, designed for coding, 3D creation, financial research, and other agentic tasks.
Run it on Ollama Cloud:
ollama run kimi-k3.1-pro:cloud
NΞ∆ retweeted
> be AI company
> scrape the entire internet
> ignore licenses and copyright
> download millions of pirated books
> use them to train frontier models
> spend tens of millions buying physical books
> cut off their spines
> scan every page
> destroy the originals
> lecture everyone else about intellectual property
> we are the good guys
We added two sentences to Claude Code's prompt on Opus 5.5 to steer it away from recreating someone else's specific game because using Claude to infringe IP is against our usage policy.
Original games, genre games, and games built from your own designs and assets are meant to keep working.
We'll continue to iterate to ensure we're striking the right balance. In the meantime, if Claude turns down something that's yours, send it my way.
NΞ∆ retweeted
Releasing the model weights of Kimi K3.1 Pro: huggingface.co/moonshotai/Ki…
We'll keep advancing open intelligence.
