Alex Xander

151 posts

Alex Xander banner
Alex Xander

Alex Xander

@naturalSmartnes

Gazing into the future... puzzled. Critically looking at achievements in Robotics, autoregressive/diffusion/JEPA architectures with an AI/IT security background

Brux شامل ہوئے Mayıs 2026
62 فالونگ5 فالوورز
Alex Xander
Alex Xander@naturalSmartnes·
@0xSero "Each jump costs 2x more in output tokens" good to know! Is there more info where you found this?
English
1
0
2
150
0xSero
0xSero@0xSero·
Your sign to use Codex on medium thinking, you'll be able to run 4x the loops compared to xhigh and 2x compared to high. Each jump costs 2x more in output tokens
0xSero tweet media
English
29
16
255
10.6K
Alex Xander
Alex Xander@naturalSmartnes·
@araseb_ Natural Smartness ... I had to say it sorry
English
0
0
1
9
Sarah
Sarah@araseb_·
What's coming after artificial intelligence?
English
1.1K
16
356
55.4K
Alex Xander
Alex Xander@naturalSmartnes·
@codevsdev I don't think the developer role is so clearly defined anymore. Roles (QA, PM, PdM, sec) are aggregated and competences matter most. For me? Finding the right target
English
0
0
0
14
Tom ☕
Tom ☕@codevsdev·
what's your biggest challenge as a developer today?
Tom ☕ tweet media
English
21
2
45
1.2K
Alex Xander
Alex Xander@naturalSmartnes·
@vivoplt Did you benchmark this with Cursor as well? 🙃
English
0
0
2
1.9K
Vivo
Vivo@vivoplt·
Apparently, telling Claude that the code was written by Codex gives it an instant +25 IQ boost.
English
77
22
1.5K
47.8K
Alex Xander
Alex Xander@naturalSmartnes·
@AMD @NeowinFeed even the AMD title calls it AI Max+395 ... not 495 ... which would be the same nonetheless sigh
English
0
0
0
85
AMD
AMD@AMD·
.@NeowinFeed highlights AMD Ryzen AI Halo, powered by Ryzen AI Max+ 395 and designed to give developers and creators the Windows 11 support, ROCm tools and high-capacity memory needed for powerful local AI performance.⚡ Read more here: neowin.net/news/amd-launc…
English
61
159
1.3K
107.3K
Alex Xander
Alex Xander@naturalSmartnes·
Use cases: - local agentic development - experiments with AI orchestration for intelligence (this requires batching but it should be the same on both) - robotics research (based on wishful thinking that I'll have time to spare) OpenClaw, Hermes, ... are NOT in scope
English
0
0
0
18
Alex Xander
Alex Xander@naturalSmartnes·
Strix Halo vs GB10 //help me choose 128GB Pro Strix - costs 30% less Pro GB10 - nvlink expandability in future (bigger models) - slightly better performance Cons (both) - limited bandwidth compared to PCI cards - thus less future-proof for coming diffusion models
English
1
0
0
8
Alex Xander
Alex Xander@naturalSmartnes·
@RyanOlunix How many solo-entrepreneurs with 0$ for marketing read this post?
Alex Xander tweet media
English
1
0
1
65
Ryan Gambrell
Ryan Gambrell@RyanOlunix·
You have $0 for marketing How are you getting your first 100 users?
English
247
10
243
59.5K
Alex Xander
Alex Xander@naturalSmartnes·
@bijanbowen I can already see dealers in shady areas of parks... "You looking for dangerous weights? I got what you need... all the best quantizations"
English
1
0
1
77
BijanBowen
BijanBowen@bijanbowen·
I think the advice to go into debt to get a GPU is beyond dumb. If anything, buy a physical HDD and store things on it so if the day comes, you have the models and can THEN go into said debt..
English
18
1
76
5.7K
Alex Xander
Alex Xander@naturalSmartnes·
Malware authors embedded policy-triggering content in repo comments. Why? To trigger guardrails of LLMs employed for security analysis. This practically blocks LLMs which refuse the evaluation of following malicious code. Full story here: socket.dev/blog/mini-shai…
English
0
0
1
7
Alex Xander
Alex Xander@naturalSmartnes·
@MiaAI_lab I see so there's no specific reason for which you prefer XML
English
0
0
0
12
Mia
Mia@MiaAI_lab·
@naturalSmartnes You can select output format, including md, xml, and txt. It's to provide relevant context for any llm without looking at the whole codebase/files and waste tokens/efficiancy/speed.
English
1
0
0
25
Mia
Mia@MiaAI_lab·
RepoPrompt for Windows Open any project folder → select exactly which files matter → generate clean, LLM-optimized XML output. 📁 Open any project folder ✅ Select exactly which files matter 💰 Set your token budget 📋 Generate clean, LLM-optimized XML output 🪟 Built for Windows 🔒 Local & private 📦 Free Try it out here: github.com/MiaAI-Lab/repo…
English
1
0
1
164
Alex Xander
Alex Xander@naturalSmartnes·
@d4m1n @ClaudeDevs I'm wondering why they released the -p option at all if then they ban people using it
English
0
0
1
32
Dan ⚡️
Dan ⚡️@d4m1n·
@ClaudeDevs in summary: 1. RIP claude -p 💀 and 2. Anthropic hates developers
English
5
4
189
13.6K
ClaudeDevs
ClaudeDevs@ClaudeDevs·
Starting June 15, paid Claude plans can claim a dedicated monthly credit for programmatic usage. The credit covers usage of: - Claude Agent SDK - claude -p - Claude Code GitHub Actions - Third-party apps built on the Agent SDK
English
1.3K
1.1K
12.8K
10.9M
Alex Xander
Alex Xander@naturalSmartnes·
@steipete The idea that we want something, we buy it and after a while you trash it has already gotten out of hand
English
0
0
3
477
Alex Xander
Alex Xander@naturalSmartnes·
@MistralAI do you really want people to install Python just for you?
Alex Xander tweet media
English
0
0
0
9
Alex Xander
Alex Xander@naturalSmartnes·
@Tech2Wild @mr_r0b0t @NVIDIAAI agentic coding is so freakin addictive... even if it's cloud-based... I have to go back to running (fight addi... fight fire with fire)
English
0
0
0
10
mr-r0b0t
mr-r0b0t@mr_r0b0t·
So I did a thing 😁
mr-r0b0t tweet media
English
38
0
125
6.9K
Alex Xander
Alex Xander@naturalSmartnes·
In 2021 I proposed to my then-employer the idea of giving end-of-life smartphones a second life as aggregated compute resources. Proud and happy for the environment to see this happening! research.google/blog/a-low-car…
English
0
0
0
3
Alex Xander
Alex Xander@naturalSmartnes·
@Tech2Wild Yes, basically it's like Cursor: subscriptions give you generous usage of Google models + limited Anthropic. You can also bring in other API keys or install plugins (tested Codex, works fine). Even on paid plans, (all) LLM streaming coming directly from Google had hiccups.
English
0
0
0
24
Tech2Wild
Tech2Wild@Tech2Wild·
@naturalSmartnes I’m new to Google and how they work because there whole tier shit is weird. Does this equate to usage if you have a subscription ? Or is this all API because that was my biggest issue with Google I never saw a usage bar.
English
1
0
0
72