The architecture of thought. GPT-2's neural pathways visualized in... topological 3D space. Language generation as pure mathematical movement.show more

What if anatomy explorers felt alive? This 3D dog,... including the skeleton, organs and rig, was generated with ai and reacts to the cursor in real time with head tracking and tail movement. - Used GPT Images 2 for consistency - Omma AI for 3D generation and code using Three.js Lmk if you’d like to try it!show more

one 2d photo --> 3d gaussian splat quick test... with Echo-2 by SpAItial -- these 3d scene generation models are getting better! already at a sufficient quality to serve as a virtual set / backdrop in your 3d tool of choiceshow more

Introducing Kaleido💮 from AI at Meta — a universal... generative neural rendering engine for photorealistic, unified object and scene view synthesis. Kaleido is built on a simple but powerful design philosophy: 3D perception is a form of visual common sense. Following this idea, we formulate rendering purely as a sequence-to-sequence generation problem, successfully unifying neural rendering with the architecture principles behind modern language and video models. Unlike traditional neural rendering methods, Kaleido learns 3D purely in a data-driven way, without explicit 3D representations or structures. It acquires spatial understanding directly through large-scale video pretraining, then multi-view 3D data finetuning, inspired by how LLMs acquire textual common sense from large corpora before specialising in domains like coding. Through extensive ablations, we progressively modernised the architecture design and training strategies and tackled key scaling challenges in sequence-to-sequence generative rendering, arriving at a design that’s simple, versatile, and scalable. Kaleido significantly outperforms prior generative models in few-view settings, and remarkably is the first zero-shot generative method matches InstantNGP-level rendering quality in multi-view settings. We view Kaleido also as an alternative step towards world modeling that flexibly spans a spectrum of “realities": with many views, it faithfully reconstructs grounded reality; with fewer views, it imagines plausible unseen details. 🔗 Explore more results and paper:show more

3D artists are focusing on the wrong threat. The... scary part is not that AI can make a pretty render. The scary part is that GPT + Intangible MCP can already turn a prompt into something that looks like a full cinematic 3D scene: architecture, environment, mood, lighting, reflections, camera movement, the whole thing. That changes the conversation fast. Because once AI starts operating the workflow instead of just spitting out a lucky image, “knowing the software” stops being the moat people thought it was. The bottleneck shifts somewhere much more dangerous: taste. And taste is a much smaller moat than most 3D people want to believe.show more

Redbelly Testnet is LIVE! Our partners are onboarding billions... of dollars in Real World Assets, establishing Redbelly Network as the market leader in the #RWA space. Join the compliant RWA movement: $RBNT #Blockchain #Testnetshow more

NEURALINK: WHERE YOUR THOUGHTS LITERALLY CONTROL THE WORLD AROUND... YOU It’s not imagination. It’s movement, precision, and control, all from the mind alone. •⁠ ⁠Neuralink bypasses broken pathways, restoring motion through direct brain signals •⁠ ⁠Thought turns into action in under 100ms: faster than most natural reflexes •⁠ ⁠Robotic limbs respond instantly, moving like seamless extensions of your body •⁠ ⁠Users play games, browse, and type with pure intention, no movement required •⁠ ⁠This is more than tech; it’s the foundation of human-AI symbiosis The mind-machine merge has started, rewriting what it means to be human forever. Source: xAI, Massachusetts Institute of Technology (MIT)show more

3D Character Artist Quaternius released the Universal Animation Library... 2, a collection of more than 130 animations covering various movements, such as melee and armed combos, parkour movement, farming, zombie locomotion, and more. Details:show more

Midjourney v8.2 + GPT Image 2 + Seedance 2.0... Ricochet - Prompts in the replies. I've been using 𝕏Caliber 's new RunTitan platform for some of my Seedance 2.0 generations. This isn't sponsored, I'm paying for it myself. It has a fast, clean interface and the generation costs are very reasonable. I'd definitely recommend checking it out.show more

AMAZING SARS-COV-2 ! The virus can ENTER and FUSE... (leading to the creation of syncytia), using both RAFT-DEPENDENT (LIPID RAFT as CHOLESTEROL) and RAFT-INDEPENDENT pathways. Let me explain in simple terms...show more

nano banana 2's understanding of dimension and 3D space... is so crazy now, its like a personal designer in your pocket step 1: go to -> edit image -> select nano banana 2 -> upload floor plan -> type prompt (reply here if you want my prompt)show more

Spider-Man 2’s New Fast Travel Powered by the PS5’s... SSD is insanely impressive and is one of those things that can only be done on the PS5. Loading screens in real new generation games are a thing of the pastshow more

SOMEONE FROM TOKYO IS MAPPING BIRD LANGUAGE INTO REAL... DATA PATTERNS AND THE VISUALIZATION LOOKS LIKE A NEURAL NETWORK DREAMING Every bird sound - frequency, duration, amplitude and modulation - gets converted into 3D space coordinates and rendered as a cluster of colored points in real time through Deepen AI. A microphone captures the acoustic signal, FFT breaks it down into frequency components from 1 kHz to 8 kHz where most birds communicate, an ML model classifies the pattern and the mapped data hits a graph where each call type gets its own color and position in space. Birds have a vocal repertoire of 5 to 200+ unique signals depending on the species - and every signal carries different information about predators, food, territory and mates that humans simply can't hear. The same technology that decodes bird language detects anomalies in industrial machinery, cardiac rhythms and structural vibrations in buildings - he just trained it on nature first.show more

New vibecode project: 3D world generation on your phone... ✨ Take a photo of a room or space, and transform it into a new style. Then generate a world you can explore. Made in Cursor using two new APIs - Flux.2 Klein (BlackForestLabsAI - Unofficial) and Marble (World Labs). How it works 👇show more

A TEAM JUST DEPLOYED 15 AUTONOMOUS LOOP AGENTS FROM... A SINGLE PROMPT USING APPLIED GRAPH ENGINEERING Most developers still manually hardcode multi agent systems, writing separate logic for every individual task. Graph engineering changes this by using a central topological map to spin up all 15 nodes simultaneously. A single 200 word input generates the architecture, routing 120 unique pathways between agents instantly. Instead of failing under conflicting instructions, these loop agents self correct via continuous state sharing. Managing a 15 node mesh requires high token throughput, making this dependent on strict low-] latency API tiers. See exactly how this automated multi agent graph architecture actually operates in real time ↓show more