I have a good first impression, but it's still a tad slow for me (using llama.cpp). About 2x slower than gpt-oss 120B on the same hardware. I think I need to look for the NVIDIA-optimized stack.
OPEN SOURCE
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InsForge: Free Open-Source AI Project Launch
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Seeing it all come together is genuinely pretty cool. Oh, and did I mention it's completely free and open-source? Grab the repo and see what you can build:
→ https://
github.com/InsForge/InsFo
rge
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Agents V2 Semantic Layer MCP Backend Integration Framework
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Agents fail at backends because they lack context.@insforge_dev V2 fixes this via a semantic layer & MCP 👀
— Charly Wargnier (@DataChaz) 13 mars 2026
→ Connects Claude/Cursor directly to your backend
→ Auto-configs Postgres DBs, Auth, & S3 Storage
→ Deploys edge functions seamlessly
Free and open-source 🧵↓ pic.twitter.com/BZmifQ1pqLAgents fail at backends because they lack context. @insforge_dev V2 fixes this via a semantic layer & MCP → Connects Claude/Cursor directly to your backend
→ Auto-configs Postgres DBs, Auth, & S3 Storage
→ Deploys edge functions seamlessly Free and open-source ↓ -
Open Models Power AI Ecosystem Innovation and Startups
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Chapter 3: Open Models Power the Ecosystem Learn how open models are fueling innovation and AI-native startups. Featuring:
Aidan Gomez, @cohere Arthur Mensch, @MistralAI Robin Rombach, @bfl_ml Aravind Srinivas, @perplexity_ai -
Open Source Inference Still Immature: Hardware and Optimization Needed
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Not saying not to use it, but expect inaccuracies Doing this right requires actual hardware + knowing which piece of the inference stack to optimize for the different hardware & goal We are still in the infancy stage of opensource inference, one day it will just work OOTB
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Real-time video captioning in browser with LFM2-VL WebGPU
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Real-time video captioning in your browser, powered by LFM2-VL
— Maxime Labonne (@maximelabonne) 13 mars 2026
Another exceptional demo by the great @xenovacom! https://t.co/KRvDEpj138Real-time video captioning in your browser, powered by LFM2-VL Another exceptional demo by the great @xenovacom! Xenova (@xenovacom) Real-time video captioning in your browser with @LiquidAI's LFM2-VL model on WebGPU. Sending every frame to a server was never going to be the answer. Imagine the bandwidth, latency and cost. Local inference. No server costs. Infinitely scalable. This is the way. — https://nitter.net/xenovacom/status/2032504624024854673#m
→ View original post on X — @maximelabonne, 2026-03-13 17:46 UTC
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Anthropic releases Opus 4.6 with 1M context window
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Anthropic made Opus 4.6 with a 1M context window, generally available to all Claude Code users.
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Gratitude for Meta’s Open Source PyTorch Contributions
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Just because a corporation receives the gift doesn’t mean everyone else doesn’t. I am thankful for all the open source code in PyTorch that Meta has released.
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Open Source as Gift: AI Training Magnifies Value
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I know there is some overlap between open source and anti-AI activists, but I have a hard time reconciling it. My million+ open source LOC were always intended as a gift to the world. Yes, I would make arguments about how it would strengthen our communities, and the GPL would prevent outright exploitation by our competitors, but those were to allay fears of my partners to allow me to make the gift. AI training on the code magnifies the value of the gift. I am enthusiastic about it! Some people do look at open source as a tool for social change, career advancement, or reputation building, but those are all downstream of the gift. Rich Whitehouse (@DickWhitehouse) Genuinely devastating take to see from someone who popularized the GPL across so many communities. Fails to appreciate the social and cultural importance of the license. — https://nitter.net/DickWhitehouse/status/2032241405276668188#m
→ View original post on X — @id_aa_carmack, 2026-03-13 14:15 UTC