
Igor Trajkovski
18.9K posts

Igor Trajkovski
@mkrobot
Founder of https://t.co/Ik2oIOAk7w
Skopje Katılım Haziran 2009
34 Takip Edilen7.4K Takipçiler
Igor Trajkovski retweetledi

🚨 Do you understand what happened in the last 12 hours?
> A CEO of a $200 billion company said on camera that 35% of new grads won't find jobs. He didn't even flinch saying it.
> Meta made $165 billion last year and is still firing 15,000 people because apparently record profit isn't profitable enough.
> Some random guy in Florida sold his entire house in 5 days using ChatGPT. No real estate agent, no commission, no experience. Just vibes and a $20 subscription.
> A man in Australia cured his dying dog's cancer with AI after every single vet told him there was nothing left to do. Built a custom vaccine from his couch.
> The guy who created Uber and left 300,000 taxi drivers broke is back. Building robots now because apparently ruining one industry wasn't enough.
> Tinder wants access to your camera roll. Your drunk photos, your 3am notes app meltdowns, your deleted selfies. They're calling it a "vibe check."
> Naval, the man who made hundreds of millions investing in software, just said software is dead. Four words and the entire industry felt it.
> And Anthropic removed the limit on how long their AI can think and then doubled everyone's usage for free. Because when the product is addictive enough you give the first taste away.
All of that happened today. Not this week, not this quarter. Today. A random Saturday in March.
This is worse than you being on meth.
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Igor Trajkovski retweetledi

Amazon is holding a mandatory meeting about AI breaking its systems. The official framing is "part of normal business." The briefing note describes a trend of incidents with "high blast radius" caused by "Gen-AI assisted changes" for which "best practices and safeguards are not yet fully established." Translation to human language: we gave AI to engineers and things keep breaking?
The response for now? Junior and mid-level engineers can no longer push AI-assisted code without a senior signing off. AWS spent 13 hours recovering after its own AI coding tool, asked to make some changes, decided instead to delete and recreate the environment (the software equivalent of fixing a leaky tap by knocking down the wall). Amazon called that an "extremely limited event" (the affected tool served customers in mainland China).

English
Igor Trajkovski retweetledi

Толку беше од брз влез (со постепено стекнување на права и привилегии) во ЕУ.
time.mk/ai/f13f999a7a/…
Srpski
Igor Trajkovski retweetledi

Prof. Donald Knuth opened his new paper with "Shock! Shock!"
Claude Opus 4.6 had just solved an open problem he'd been working on for weeks — a graph decomposition conjecture from The Art of Computer Programming.
He named the paper "Claude's Cycles."
31 explorations. ~1 hour. Knuth read the output, wrote the formal proof, and closed with: "It seems I'll have to revise my opinions about generative AI one of these days."
The man who wrote the bible of computer science just said that. In a paper named after an AI.
Paper: cs.stanford.edu/~knuth/papers/…

English
Igor Trajkovski retweetledi

🚨 Microsoft just quietly dropped a tool that turns ANY document into LLM-ready data in seconds.
It's called MarkItDown, a lightweight Python library that converts PDFs, Word, Excel, PowerPoint, images, audio, and YouTube URLs into clean Markdown your LLM can actually use.
No custom parsers. No brittle pipelines. No preprocessing hell.
Built by the AutoGen team and battle-tested across 87K GitHub stars.
The numbers don't lie:
→ pip install markitdown and you're converting files in under 60 seconds
→ 10+ file formats supported out of the box
→ Native MCP server for direct Claude Desktop integration
And it works everywhere:
→ Command line: markitdown file.pdf > doc .md
→ Python API: 3 lines of code
→ Docker
→ Azure Document Intelligence for enterprise OCR
100% Opensource. MIT license.
This is the document preprocessing tool your RAG pipeline has been waiting for LLM-ready output without the LLM-ready headache.
Link in the first comment 👇

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Igor Trajkovski retweetledi

Нова функционалност на Time.mk со помош на GoogleAI.
Сo кликање на 'прашања' се креира соодветен контекст во Google AI mode, каде се изнесени клучните факти, прашања и одговори за кластерот, но можете да продолжите со конкретни прашања кои ве интересираат.

Srpski
Igor Trajkovski retweetledi
Igor Trajkovski retweetledi

🚨BREAKING: Microsoft Research + Salesforce just dropped a paper that should scare every AI builder.
They tested 15 top LLMs GPT-4.1, Gemini 2.5 Pro, Claude 3.7 Sonnet, o3, DeepSeek R1, Llama 4 across 200,000+ simulated conversations.
Single-turn prompt: 90% performance.
Multi-turn conversation: 65% performance.
Same model. Same task. Just... talking normally.
The culprit isn't intelligence. Aptitude only dropped 15%.
Unreliability EXPLODED by 112%.
→ LLMs answer before you finish explaining (wrong assumptions get baked in permanently)
→ They fall in love with their first wrong answer and build on it
→ They forget the middle of your conversation entirely
→ Longer responses introduce more assumptions = more errors
Even reasoning models failed. o3 and DeepSeek R1 performed just as badly.
Extra thinking tokens did nothing.
Setting temperature to 0? Still broken.
The fix right now: give your AI everything upfront in one message instead of back-and-forth.
Every benchmark you've seen was tested on single-turn prompts in perfect lab conditions.
Real conversations break every model on the market and nobody's talking about it.

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Igor Trajkovski retweetledi
Igor Trajkovski retweetledi

Покрај кеш во торби, уште една причина зошто сме на 3000 EUR/m2
time.mk/ai/ff47af1f9d/…
Странски инвестициски фондови на пазарот во Скопје
Srpski

@mkrobot Епа ги донесовте на власт со шарена, што очекувавте. Фер е да се каже дека ова е состојбата во која го оставија СОЗР затоа што ревизијата е за тој период. И колку што знам за тој што беше директор има кривични
Srpski

Кој "Safe Government" ќе не спаси од владата ?
Ревизориве нашле 100-ци криминалии
dzr.mk/mk/260203-revi…
никој мува не го лази.



Srpski
Igor Trajkovski retweetledi





