More here:
→ https://
ycombinator.com/launches/QP6-i
nsforge-the-backend-platform-for-ai-native-developers
…
LLMS
-
Insforge: Backend Platform for AI-Native Developers on Y Combinator
By
–
-
Optimizing Workflows with AI Coding Agents and Tools
By
–
Working with Codex gives you access to tons of things like your entire local context (files, notes, repo) skills, MCPs and of course an overall really strong agent. Once Codex makes stuff, you can still use the MagicPath native agent to improve it to your liking. As I shown in
-
Strategic value of open-source AI models and compute costs
By
–
But that’s the thing though, my whole hypothesis was that opensource models are gonna be amazing Waiting until they already are is just reactionary and makes you pay for compute at a steep price
-
HiLight highlights key evidence in long contexts for frozen LLMs
By
–
Can LLMs find a needle in a haystack of text? Stony Brook University and Meta AI present HiLight: a lightweight system that highlights key evidence in long contexts for frozen LLMs. Instead of rewriting or compressing input, it trains a small Actor to insert highlight tags
-
Codex Model’s Role in Autonomous Design Execution
By
–
No, Codex actually communicates with MagicPat, like it’s Codex that is making the designs. Having it running in the app is a nicer addition to the experience, but the real magic is that it’s Codex that is in control. In their video, it is just a browser lmao.
-
Local Open-Source AI as a Strategy to Mitigate GPU Shortages
By
–
I believe on-prem and local AI – based on @huggingface open-source models – will be an important answer to the GPU shortages this year (because they are cheaper, faster, safer than cloud APIs)!
— clem 🤗 (@ClementDelangue) 18 mai 2026
Great collaboration between @huggingface & @MichaelDell @Dell to make this a reality… pic.twitter.com/nSYfGnlPqWI believe on-prem and local AI – based on @huggingface open-source models – will be an important answer to the GPU shortages this year (because they are cheaper, faster, safer than cloud APIs)! Great collaboration between @huggingface & @MichaelDell @Dell to make this a reality
-
LLMs Like ChatGPT Optimized for Persuasion, Impacting Social Intelligence
By
–
This doesn't define human intelligence, in fact a human's ability to know when it is wrong to manipulate someone might be considered a pretty important element of social intelligence. But anyway, ever since ChatGPT LLMs have essentially been optimized for persuasion…
-
Paper: GPT-5.4 Nano with Critic-Comparator Reaches SWE-bench Parity
By
–
NEW paper worth reading. GPT-5.4 nano plus a critic-comparator orchestration loop hits 76.4% on SWE-bench Verified, matching standalone Gemini 3 Pro and Claude Opus 4.5 Thinking. The trick is to select from k=8 weak-model proposals using execution and proof signals. What does
-
Seeking AI models for stylistic writing critique and sparring
By
–
what’s the best model & harness that just gets writing vibe right? i don’t want any content generated, but sparring partner and for it to really get the style im going for so it can critique i mix up trying a lot of md files, examples and such
-
The Strategic Shift Toward Proprietary Model Training in AI
By
–
Very cool to see Cursor doubling down on training great models. In my opinion, ultimately all serious companies in AI will want to train models themselves, based on open-source instead of outsourcing AI to others via APIs!