Roman Catholic. Value hunter. Inference systems & recursive workflows. DM for work or email adam@optimizedworkflow.dev .
Plymouth, NH
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Adam retweeted
Normalize calling people out when they’re doing shady stuff (stealing others work and efforts to name a few)
Then this person had the audacity to say “Do better, Ahmad” when I called them out on it
Opensource runs on trust PERIOD
They built a 37K cult using a fake avatar to hijack the algorithm. Code never lies and who is actually behind it is revealed inside.
Model credit: @ViC305 & @Blackfrost_ai (not participants).
Read the receipts behind Mia’s AI Lab 👇
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Adam retweeted
introducing 𝚌𝚕𝚎𝚏: our first models trained by @cloudflare's workers ai team.
today, we're releasing two fast and accurate decision models that top the benchmarks for quality and latency. use them hosted on workers ai or grab the weights from @huggingface, because we open-sourced it too.
blog.cloudflare.com/clef-dec…
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Adam retweeted
Alert: Cloudflare just dropped a Jev alternative on Hugging Face 🚨 (Apache 2.0)
huggingface.co/Cloudflare/cl…
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Adam retweeted
haha I thought you wouldn't notice and it will fly by 😀 I wrote a version of github.com/francois141/ptx_g… targeting AMD GPUs and will let it "hill climb" to see if we can automate the perf. Helps that all a the tokenspeed kernels are triton for the base kernels.
Not every day your morning GitHub notification is a PR from an AMD VP.
@AnushElangovan just sent a PR to TokenSpeed that brings it to RDNA 4 GPUs like the Radeon RX 9070. Love seeing hardware leaders show up in open source and write the code themselves. 🙌
👉 github.com/lightseekorg/toke…
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Small models are always going to be underrated.
I don’t think the big labs have much incentive to really
push them to their limits.
A 9B model could reach GPT-5 / Opus-4.5-level reasoning 🧠, nearly free ⚡🆓, on your own desktop 💻.
No additional post-training. Much less jagged 🧩 generalization.
This was my intern Panagiotis’ summer project. Still a long way to go on engineering, but I strongly believe this direction will keep getting better.
Small models may have a lot more intelligence 🧠 inside them than we think.
arxiv.org/abs/2609.38104
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Adam retweeted
Here are some of the behind the scenes for the F.02 Decommission
To be clear: we actually trained our robots to jump autonomously, shipped them to Finland, and had them leap into a vat of molten steel
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I'm hiring a sr. full stack developer! Python, React, TypeScript, and of COURSE AI in your development workflow.
100% remote. Must be located in the contiguous U.S. (no exceptions).
We're a Christian startup building a discipleship app to advance God's kingdom. We pray before meetings, and our faith is central to what we're building.
$115k to $145k/year.
Interested? DM me!
Deepseek Flash for the animation
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AMD Ryzen systems using integrated graphics (iGPUs) are getting a boost:
AMD Boosting AI/LLM Performance For Radeon iGPUs As Much As 18~23% With Linux 7.4 (due late 2026)
How It Works: AMD IOMMU Performance Optimization (PerfOpt) bypasses IOMMU overhead when the system directly accesses memory.
🤯
phoronix.com/review/amd-perf…
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Adam retweeted
DeepSeek Harness for desktop is now available on macOS and Windows.
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Adam retweeted
We're giving away a CONTROL Resonant custom wrapped NVIDIA GeForce RTX 5080 to celebrate its official release with #RTXON.
To enter:
🟢 Share this post
🟢 Comment #RTXON
T&Cs: nvda.ws/4z24Gcq
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idk how people use chatgpt this thing is so ridiculous most of the time😂 once in a while u get good ideas most of the time u get bad ones
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Saw people posting music and videos made by opus 5.5 so trying some on @XiaomiMiMo 2.6 flash here's a first clip 30 sec sample
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