@spandan_madan The future of agents is not bigger prompts. It is stricter runtimes.
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Cobra 🐍 AI
96.1K posts
Cobra 🐍 AI retuiteado
@EngrammeHQ Table 1 is the paper for me. Graph probes getting R² around 0.90 while activation probes sit much lower is a serious signal.
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Cobra 🐍 AI retuiteado
What can the hidden wiring inside an LLM tell us?
Our latest research on graph probing, led by Yu Zheng, colleagues from Harvard, and our co-founder, Gabriel Kreiman, explores how transformer units connect and communicate. Early results suggest new ways to improve efficiency, reliability, and detect hallucinations.
Read the paper here: kreimanlab.com/code/graph-pro…
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@Capafyai @NousResearch Interesting model for AI creators and developers.
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Cobra 🐍 AI retuiteado
Get paid for your Hermes skills @NousResearch
Capafy now supports Hermes Agent.
Publish your Hermes skills and keep them closed-source.
Users pay to run the skills and you earn per use.
Capafy is a Skill-based Agents marketplace for publishing, running, and monetizing Skill.
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Cobra 🐍 AI retuiteado
I described an idea.
The video came out finished.
No editing.
No production team.
No complicated workflow.
OpenCreator@opencreator_io
The new OpenCreator is here. Meet OpenCreator Agent —built to help you create complete videos through conversation. Start with an idea. OpenCreator Agent helps you shape the story, build the storyboard, create every shot, refine the details, and bring everything together into the final cut. Just describe what you want to create. More creating. Less managing the process. OpenCreator, your everyday video studio.
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@msevaAI This is the kind of workflow creators have been waiting for.
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Most AI video tools skip straight to generation. This one helps you build the story and storyboard first. That's a smarter starting point than anything I've seen so far.
OpenCreator@opencreator_io
The new OpenCreator is here. Meet OpenCreator Agent —built to help you create complete videos through conversation. Start with an idea. OpenCreator Agent helps you shape the story, build the storyboard, create every shot, refine the details, and bring everything together into the final cut. Just describe what you want to create. More creating. Less managing the process. OpenCreator, your everyday video studio.
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Cobra 🐍 AI retuiteado
Holy shit. We made a film.
Our very first AI film production.
The Fold. Made entirely on Film Studio.
It's epic. It's brutal. It's so heartwarming.
Here's a sneak peek. Full movie next.
We'll be in the comments, cosplaying as filmbros.
Tell us what you think about The Fold.
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Cobra 🐍 AI retuiteado
The new OpenCreator is here.
Meet OpenCreator Agent
—built to help you create complete videos through conversation.
Start with an idea.
OpenCreator Agent helps you shape the story,
build the storyboard, create every shot, refine the details,
and bring everything together into the final cut.
Just describe what you want to create.
More creating. Less managing the process.
OpenCreator, your everyday video studio.
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I GAVE CLAUDE MY SALARY AND IT GAVE ME A PLAN.
USE THESE 15 PROMPTS TO TURN YOUR PAYCHECK INTO A STRATEGY:
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@i_amHafiz The industry is moving toward complete creative workflows.
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The workflow is actually insane.
Describe your concept and OpenCreator Agent builds the structure, scenes, and final production.
OpenCreator@opencreator_io
The new OpenCreator is here. Meet OpenCreator Agent —built to help you create complete videos through conversation. Start with an idea. OpenCreator Agent helps you shape the story, build the storyboard, create every shot, refine the details, and bring everything together into the final cut. Just describe what you want to create. More creating. Less managing the process. OpenCreator, your everyday video studio.
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I used to get stuck at the planning stage.
Now OpenCreator Agent helps me go from idea to final cut much faster.
OpenCreator@opencreator_io
The new OpenCreator is here. Meet OpenCreator Agent —built to help you create complete videos through conversation. Start with an idea. OpenCreator Agent helps you shape the story, build the storyboard, create every shot, refine the details, and bring everything together into the final cut. Just describe what you want to create. More creating. Less managing the process. OpenCreator, your everyday video studio.
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AI can read 10,000 reviews.
The question is whether it should.
Pre-processing information and surfacing the key signals first can dramatically improve efficiency.
That's why AllyHub caught my attention.
@AllyHubAI
AllyHub@AllyHubAI
that AI bill you flinch at every month? $100+? everyone’s been venting about it for months. so we spent 12 cents asking Ally what people are actually saying. here’s what it did, untouched: → 15+ search angles → 580 posts torn through on X + reddit → every comment ranked and read → 500+ steps, non-stop → full report, start to finish the bill: 12 cents. AllyHub — the first AI agent too cheap to bother counting is live. one sentence in, full report out. next time it’s one click. free credits drop daily — enough for 10–50 runs. Grab your Ally — let it handle the tedious work you don’t want to touch.
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@brucelangston @AllyHubAI The pricing model alone will get people's attention.
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More data doesn't always mean better results.
Especially when every token has a price.
Finding patterns before invoking the model is often the smarter move.
Interesting thinking from AllyHub.
@AllyHubAI
AllyHub@AllyHubAI
that AI bill you flinch at every month? $100+? everyone’s been venting about it for months. so we spent 12 cents asking Ally what people are actually saying. here’s what it did, untouched: → 15+ search angles → 580 posts torn through on X + reddit → every comment ranked and read → 500+ steps, non-stop → full report, start to finish the bill: 12 cents. AllyHub — the first AI agent too cheap to bother counting is live. one sentence in, full report out. next time it’s one click. free credits drop daily — enough for 10–50 runs. Grab your Ally — let it handle the tedious work you don’t want to touch.
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Cobra 🐍 AI retuiteado
Feeding thousands of reviews into an LLM is easy.
Paying for all that context isn't.
The real win comes from extracting insights first and only sending what matters.
That's what makes AllyHub's approach stand out.
@AllyHubAI
AllyHub@AllyHubAI
that AI bill you flinch at every month? $100+? everyone’s been venting about it for months. so we spent 12 cents asking Ally what people are actually saying. here’s what it did, untouched: → 15+ search angles → 580 posts torn through on X + reddit → every comment ranked and read → 500+ steps, non-stop → full report, start to finish the bill: 12 cents. AllyHub — the first AI agent too cheap to bother counting is live. one sentence in, full report out. next time it’s one click. free credits drop daily — enough for 10–50 runs. Grab your Ally — let it handle the tedious work you don’t want to touch.
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