CapabilityForge

Building open learning intelligence for the next generation.
Local AI · Open Models · Bittensor SN119 🧠⚡

[CapabilityForge @CFNextAI]

Every AI improvement needs a learning purpose. 🎯📚

SN119 starts with focused tasks in math, language & basic science — connecting data, training and evaluation to build better learning support. 🔬

A clear path toward better AI.
#SN119 #Bittensor #AI #MachineLearning

[CapabilityForge @CFNextAI]

Sometimes the best AI response isn’t the answer — it’s the right hint. 🧩🔍

SN119 explores guidance that helps learners take the next step without taking over the thinking.

Guide the process. Keep the thinking.
#SN119 #AI #MachineLearning #Bittensor

[Google @Google]

Today we’re introducing Gemini 4 Argon.

It delivers frontier performance in complex workflows across real-world software engineering, knowledge work, and cybersecurity defense with an industry-leading 1M token output limit.

[CapabilityForge @CFNextAI]

A good AI answer shouldn’t just be correct. It should make the idea easier to understand. 💡📖

SN119 is training toward clearer explanations, connected steps and better learning support.

Make understanding easier.
#SN119 #AI #Bittensor #MachineLearning

[CapabilityForge @CFNextAI]

That moment when “I’m stuck” becomes “I see how it works.” 💡✨

That’s the ambition behind SN119: training AI for clearer explanations, useful hints, and thoughtful feedback that helps young learners grow. 🌱

Follow the journey. 🚀
#AI #Bittensor #MachineLearning

[CapabilityForge @CFNextAI]

The next generation shouldn’t just use AI. They should explore, create, and grow with it. 🌱💡

CapabilityForge Next｜SN119 is building youth-friendly AI.

Built for the next generation.

#AI #GenerativeAI #MachineLearning

[CapabilityForge @CFNextAI]

AI progress isn’t just about bigger models. It’s about stronger capabilities, better efficiency and real-world utility. 🧠⚡

CapabilityForge Next explores open models, evaluation and continuous improvement on SN119.

Build capability, not just scale.
#AI #OpenModels #building

[Anthropic @AnthropicAI]

New on the Science Blog: Yes, Claude can do Nine Loops.

Theoretical physicists predict how particles behave using formulas called scattering amplitudes. These are notoriously hard to compute, so researchers work with layers of increasingly fine corrections called “loops”—each added loop makes the answer more precise but takes exponentially more computation. Most calculations stop at two or three loops. Eight loops was the previous record in a simplified model physicists use as a testing ground (planar N=4 super-Yang-Mills), set by SLAC's Lance Dixon and collaborators.

Last month, physicist and science writer @4gravitons issued a challenge: could an AI push past eight loops in this model, using only the compute budget an academic could reasonably access?

Given a single prompt describing the nine-loop problem, Claude ran largely unsupervised for days in Claude Science and solved it using methods developed by Dixon and his colleagues, at a total cost of a few thousand dollars. Dixon independently verified the result, and von Hippel wrote about the experience for our blog.

Read more: https://t.co/CS2f2qoIhJ

[CapabilityForge @CFNextAI]

The future of AI belongs to the next generation too. 🧠🌱

SN119 is building AI designed around how young people learn, explore and grow.

Safer AI. Better Learning. Brighter Futures.
#Bittensor #TAO #YouthAI #AI

[CapabilityForge @CFNextAI]

AI for young people shouldn’t just give answers. It should help them learn how to think🧠⚡

UNICEF emphasizes AI as a complement to children’s abilities — not a substitute for independent learning and critical thinking

Don’t just answer. Help them think
#YouthAI #LearningAI

[CapabilityForge @CFNextAI]

Young people aren’t simply smaller adults. Their AI should be designed for how they learn and grow. 🧠🌱

UNICEF calls for child-centred AI that considers age, safety, privacy and development.

CapabilityForge Next｜SN119
Built for young minds. Age-aware by design.#YouthAI #AI

[Claude @claudeai]

Introducing Claude Opus 5.5, the first model in our new Claude 5.5 family.

It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5.

[CapabilityForge @CFNextAI]

Open models aren’t just about open weights. They’re about open evolution. 🧠⚡

On SN119, contribution, evaluation and iteration create a continuous loop for better models.

Open. Evaluate. Evolve. 🔁

#Bittensor #TAO #AI #OpenModels #MachineLearning

[CapabilityForge @CFNextAI]

AI is becoming part of how the next generation learns — but most models weren’t built for them. 🧠🌱

CapabilityForge Next｜SN119
The world’s first youth-friendly AI large language model.

AI built for the next generation.

#Bittensor #TAO #YouthAI #AI

[CapabilityForge @CFNextAI]

The real value of open AI is turning shared knowledge into continuous model improvement. 🧠🔁

CapabilityForge Next is building that loop on SN119.

Shared knowledge. Continuous improvement. ⚡

#Bittensor #TAO #AI #OpenSourceAI #MachineLearning

[Anthropic @AnthropicAI]

AI systems are getting more powerful, and they're increasingly being used to build the next version of themselves. We want to illuminate that progress for the public.

Today, we're sharing three measurements that help track AI development:
1. How much AI R&D is done by AI.
2. How well AI agents are overseen.
3. How compute is allocated.

We provide a snapshot of these metrics from inside Anthropic. Any frontier developer could publish the same measures, and third parties could verify them.

As the world considers pacing the frontier, we should do everything possible to minimize the gap between what frontier labs know and what the public knows. This means better measuring the development of AI, publishing our findings, and giving society an opportunity to decide how to use this information.

Read the full post and methodology: https://t.co/iPFz8Z4ugE

[CapabilityForge @CFNextAI]

The next step for AI isn’t just bigger. It’s more capable and accessible. 🧠⚡

CapabilityForge Next is building open learning models on SN119 for local use, continuous improvement and real learning.

More capable. More accessible. 🚀

#Bittensor #TAO #AI #LocalAI #OpenModels

[CapabilityForge @CFNextAI]

The ceiling of open models is pushed by the community. 🌐🧠

At CapabilityForge Next, every contributor can help advance model capabilities across SN119.

More contributors. Stronger models. ⚡

#Bittensor #TAO #AI #OpenModels #Web3

[CapabilityForge @CFNextAI]

Real AI progress should be measurable and verifiable. 🧠📊

On SN119, model updates are driven by evaluation results — not training scale alone.

Measure what matters. Build what works. ⚡

#Bittensor #TAO #AI #MachineLearning #OpenAI

[CapabilityForge @CFNextAI]

Open intelligence means more people can help models evolve. 🌐⚡

CapabilityForge Next turns open knowledge and contributions into measurable model improvements on SN119.

Open knowledge. Measurable progress. 🧠

#Bittensor #TAO #AI #OpenSourceAI #Web3‌‌