Introducing ScaleDown
15x cheaper. 63x faster. 5.1% more accurate than GPT-5.4 Mini.
Task-specific SLMs for the 70-80% of AI workloads that don't need a frontier model.
From NeurIPS '25 to https://t.co/imZLOYCcTA
Long time in the making... Subagents! 🧠✨
Each subagent comes with a separate context window, custom system instructions, and curated set of tools.
• Create specialized expert agents 🤖
• Keep the main agent focused and context clean ✨
• Delegate work to parallel agents at the same time👥
Read the blog below for details 👇
What if you could take three completely different model families… and distill them into one tiny model? 🤯
📜 Paper: https://t.co/K2iKD4xFvp
MOPD (Multi-Teacher On-Policy Distillation) has become a standard procedure in post-training. We already distill multiple specialized variants of the same model into a single set of weights.
But what if we could go further - and distill models from entirely different families? Turns out, it is possible.
Today we’re releasing a paper on cross-tokenizer distillation - our first steps in this exciting direction. 📄
We distilled Qwen3-4B, Phi-4-Mini, and Llama-3B into Llama-3.2-1B.
MMLU jumped from 32.05 → 46.32 when using multiple teachers. 📈
The team is now working on Nemo-RL integration so the community can try this method in their own settings. Plus, we are scaling experiments up. 🚀
we’re hiring 10 Masturbation Consultants
$2,000/month to test our new Daily Guided Masturbation feature and document the effects on stress, sleep and mood
yes it’s real
yes you get paid
Polsia just raised $30M at a $250M valuation.
Approaching $10M annual run rate.
One Founder + AI. Zero employees.
Polsia runs companies autonomously.
It also ran its own fundraising.
I just showed up for signatures.
If Steve Jobs were still alive, he would have the moral authority to face and maybe even to solve this problem. But I doubt anyone in the phone business now does.
🚨 Critical 18-Year-Old NGINX Vulnerability Enables Remote Code Execution Attacks
Source: https://t.co/JRMGVhvuEC
A critical heap buffer overflow vulnerability, lurking in NGINX's source code since 2008, has been publicly disclosed. This vulnerability has been publicly disclosed, along with a working proof-of-concept exploit that can enable unauthenticated remote code execution (RCE) against one of the most widely used web servers in the world.
Assigned a CVSS score of 9.2, CVE-2026-42945 resides in NGINX's ngx_http_rewrite_module. This engine powers URL rewriting and variable assignment in virtually every modern NGINX deployment.
#cybersecuritynews
This is crazy. The hacker installed a dead-man's switch that will wipe your computer if you revoke the GitHub token they stole from you. Revoking the token is what triggers the wipe.
Sure you can earn a billion dollars. I've been teaching people how to do it for 20 years. The way you do it is to start a company that grows fast. You don't have to do anything bad to make a company grow fast. You just have to make something people want.
https://t.co/zXWErQqlwV
I'm currently doing a lot of interviews with some of the best technical talent in the world. This helped me realize a pattern about the European job market that is not that talked about but has massive impact on tech in Europe.
Wdyt? Are you a tech IC? Can you confirm?
https://t.co/zor2pkgtcZ
Today is a hard day. I shared this note with the @linear team today: We’ve made the difficult decision to increase our workforce. This is not a cost-cutting exercise or a reflection of anyone’s performance. We’re simply reimagining every role for the agentic AI era. We’re hiring. We’re sorry about that.
Startup School is coming to Paris! 🇫🇷
Hear from founders like @lxbrun of @amilabs, @oliveur of @datadoghq, @kiwicopple of @supabase, @james406 of @posthog, and more.
And join the best builders and hackers from across France and Europe for a day of talks and sessions with YC partners.