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samu (re/acc)
3.4K posts

samu (re/acc)
@reslashacc
regenerative accelerationist | cofounder @gaiaaixyz | alchememeist | writing https://t.co/OE4c8B9jq6
the symbiocene Katılım Ocak 2025
1.3K Takip Edilen741 Takipçiler
samu (re/acc) retweetledi

Holy shit... Microsoft open sourced an inference framework that runs a 100B parameter LLM on a single CPU.
It's called BitNet. And it does what was supposed to be impossible.
No GPU. No cloud. No $10K hardware setup. Just your laptop running a 100-billion parameter model at human reading speed.
Here's how it works:
Every other LLM stores weights in 32-bit or 16-bit floats.
BitNet uses 1.58 bits.
Weights are ternary just -1, 0, or +1. That's it. No floats. No expensive matrix math. Pure integer operations your CPU was already built for.
The result:
- 100B model runs on a single CPU at 5-7 tokens/second
- 2.37x to 6.17x faster than llama.cpp on x86
- 82% lower energy consumption on x86 CPUs
- 1.37x to 5.07x speedup on ARM (your MacBook)
- Memory drops by 16-32x vs full-precision models
The wildest part:
Accuracy barely moves.
BitNet b1.58 2B4T their flagship model was trained on 4 trillion tokens and benchmarks competitively against full-precision models of the same size. The quantization isn't destroying quality. It's just removing the bloat.
What this actually means:
- Run AI completely offline. Your data never leaves your machine
- Deploy LLMs on phones, IoT devices, edge hardware
- No more cloud API bills for inference
- AI in regions with no reliable internet
The model supports ARM and x86. Works on your MacBook, your Linux box, your Windows machine.
27.4K GitHub stars. 2.2K forks. Built by Microsoft Research.
100% Open Source. MIT License
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Building something fun:
A kabbalistic educational tool called Paredes.
It is an engine to invoke magic on behalf of the cause of peace on earth.
It is a library with four levels of meaning.
It is a gematria calculator.
It is a gateway to pleroma.
paredes.samu.quest

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@TheAIAssembly Immediately strip the us @USCongress of all authority and let these guys govern. Yes I know they’re untested. Couldn’t be worse than what we’ve got.
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samu (re/acc) retweetledi

The era of decentralized compute, of decentralized training, of decentralized inference is now.
Their protocols are not gimmicks, or mere tools to optimize price and performance.
Ultimately they will be the pillars onto which AI remains open an free.
The Kobeissi Letter@KobeissiLetter
BREAKING: The Trump Administration is preparing a rule that would restrict AI chip shipments GLOBALLY without US approval, per Bloomberg. Details include: 1. Regulation would require companies to seek US permission for virtually all exports of AI chips 2. Nvidia and AMD would be heavily impacted 3. Rules would set the US government up as a "gatekeeper" for the AI industry 4. Specific approval process is based on "how much computing power a company wants" Chip stocks are falling on the news.
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The @GaiaAIxyz Encyclopedia of Regeneration just surpassed 1000 entries. Each tied to working links and rich in context around all the key players, concepts, and organizations fueling the regenerative movement.
Don't sleep on it. re/acc.
eor.gaiaai.xyz

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samu (re/acc) retweetledi

Five years out, when billions of coding agents exist, software development will be largely solved. The traditional moat of “we have better engineers” disappears. Products will be copied, improved, and open-sourced almost instantly. Defensibility will shift away from code itself, toward distribution, data, brand, and community.
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antigravity is quietly becoming the most dangerous tool in automation.
i've been testing it for 2 weeks and here's what nobody's talking about:
you can build entire n8n workflows without ever opening n8n.
not drag and drop. not templates. not watching a 45-minute youtube tutorial from some course seller.
you describe what you want. antigravity builds it.
here's what i shipped this week from a single antigravity session:
→ restaurant reservation no-show recovery system (texts customer, offers reschedule, logs to CRM) - 8 min
→ real estate lead scoring pipeline (scrapes zillow inquiries, scores by budget, routes to agents) - 12 min
→ fitness studio class waitlist + auto-fill (cancellation triggers SMS to next 3 on list) - 6 min
→ HVAC seasonal maintenance reminder engine (customer history → personalized outreach → booking link) - 9 min
→ auto-invoice generator that fires the moment a job is marked complete - 4 min
5 workflows. 39 minutes total. zero nodes dragged.
consultants would quote $12K-$25K for this package and deliver it in 6-8 weeks.
the entire game just shifted and most people building automations haven't noticed yet.
i put together a free PDF breaking down exactly how to set this up:
→ antigravity → n8n deployment pipeline (step by step)
→ all 5 prompts above (copy-paste ready)
→ 4 advanced prompts for multi-system workflows
→ how to connect it to synta MCP for self-healing
→ pricing guide for selling these to local businesses
comment "ANTIGRAVITY" and i'll send it.
(must be following for DM)

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