RESEARCH - AI Dynamics

Anthropic’s Fable 5 surpasses competitors in visual tasks

By

–

11 June 2026 18h06

🤖 Anthropic's Claude Fable 5 Outperforms Peers

Real tests show #Claude #Fable5 beating Claude Opus 4.8, Gemini 3.1 Pro, and GPT 5.5 on tough visual tasks like 3D hydrodynamics and complex physics. The gap is significant.

Fable 5 is Anthropic's most powerful model open to all… pic.twitter.com/VMf5HPnkuu
— Amitav Bhattacharjee (@bamitav) 11 juin 2026

Real tests show that #Claude #Fable5 beats Claude Opus 4.8, Gemini 3.1 Pro and GPT 5.5 on difficult visual tasks such as 3D hydrodynamics and complex physics. The gap is significant. Fable 5 is the

→ View original post on X — @bamitav

11 June 2026

GoalOS-native α‑AGI Ascension using AGIALPHA GitHub repository

By

@montreal_ai

–

11 June 2026 17h53

GoalOS-native α‑AGI Ascension using AGIALPHA GitHub : https://
github.com/MontrealAI/goa
los-agialpha-ascension
… #AGIALPHA #AGIAscension

→ View original post on X — @montreal_ai

11 June 2026

Redefining MoE routers by power iteration on manifolds

By

@_akhaliq

–

11 June 2026 17h44

Redefining Mixture-of-Experts routers with power iteration on manifolds

→ View original post on X — @_akhaliq

11 June 2026

Pion Optimizer Rotates Weight Matrices for Stable LLM Training

By

@jiqizhixin

–

11 June 2026 17h03

Can a new optimizer keep your LLM training stable without sacrificing performance? Researchers at Chinese University of Hong Kong, Max Planck Institute, and Westlake University introduce Pion. Instead of adding adjustments like Adam or Muon, Pion rotates each weight matrix

→ View original post on X — @jiqizhixin

11 June 2026

Still: Amortized KV Cache Compaction in a Single Forward Pass

By

@askalphaxiv

–

11 June 2026 16h38

Instead of deleting tokens or optimizing a new prompt-compressed cache, Still learns to synthesize a compact KV cache in a single forward pass. Thus, a small Perceiver per layer reads the cache.

→ View original post on X — @askalphaxiv

11 June 2026

Step-by-step repo to build and train a transformer LLM from scratch

By

@sumanth_077

–

11 June 2026 16h01

Train your own LLM from scratch! A step-by-step repo that walks you through building and training a transformer model from scratch using PyTorch. From downloading training data all the way to generating text. The architecture is built from the ground up following the original

→ View original post on X — @sumanth_077

11 June 2026

Agentic AI lacks standard protocol for sharing assets across platforms

By

@databricks

–

11 June 2026 16h00

The agentic AI stack has standards for connecting tools and defining skills, but it still has no standard protocol to share assets across organizations and platforms. Today that means copying files, custom point-to-point integrations, and fragmented vendor-specific

→ View original post on X — @databricks

11 June 2026

Reinforcement Learning and Neural Networks for Big Data & AI

By

@gp_pulipaka

–

11 June 2026 16h00

#ReinforcementLearning and Neural Networks. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/RL-Neural-Netw
orks
…

→ View original post on X — @gp_pulipaka

11 June 2026

FineWeb creators tackle robotics data bottleneck with Airstreet funding

By

@nathanbenaich

–

11 June 2026 14h32

The FineWeb team turned the open web into the datasets that trained many of the field's LLMs. Now @gui_penedo and @HKydlicek are doing the same for robotics, where data is the bottleneck everyone agrees on and nobody has solved. @airstreet led the round and we're now live!

→ View original post on X — @nathanbenaich

11 June 2026

Image editing models comparison: which do you use?

By

@ingliguori

–

11 June 2026 14h17

IMAGE EDITING MODELS Which model are you using most today? GPT Image 2 MAI Image 2.5 Grok Imagine Nano Banana Different strengths: Editing Style transfer Object replacement Visual consistency What's working best for your projects? #AI

→ View original post on X — @ingliguori

11 June 2026