We’ve just released the preview version of our latest paper: Infinite-Parameter LLMs — Generating and Adapting Weights from Live Data. In it, we demonstrate that large language models can learn up to 1,000x faster through Bayesian Self-learning transformers (BAST) than SOTA training algorithms engineered by human researchers. This breakthrough marks a critical shift in AI research, from cost-intensive, static-weight AI to energy-efficient, dynamic-weight AI. For a decade, building more advanced models has been achieved by training bigger ones on more data. This approach is now hitting a ceiling with the supply of pretraining text projected to run out in the next two to five years. Meanwhile, the fast adoption of AI agents is producing an unprecedented amount of continuously-growing data that models can learn from. None of it is captured, locked in individual sessions and lost as soon as the agent completes the task. Bringing self-learning AI agents to users captures the value of that data. We validated that BAST LLMs overcome the fundamental limitations of memory-based learning, such as Retrieval-Augmented Generation (RAG), in both cost and performance, across long-context conversations. Without underlying architectural innovation like BAST, RAG, larger context windows, and agent scaffolding suffer a drop in performance and escalating input token cost due to the static weight of LLMs. This research underscores a fundamental premise of our work at Boltzbit to achieve General Learning Intelligence and democratise model ownership. Scaling up static-weight model size or layering on more workarounds cannot address the spiraling cost of training AI systems. The viable path is a new AI architecture that adapts its own weights. Preview version of the paper:

Introducing Coldtea. The ADE for shipping self-driving software. Purpose-built for the entire software lifecycle. Other IDEs optimise for one thing: Build. Run more agents in parallel, ship faster, orchestrate better. But software engineering is not just about building. @ColdteaAI brings your coding agents, agentic end-to-end testing, and production monitoring agents into ONE development environment, so you can move at agent speed without breaking anything.

Day 12 of 12 Days of Agent Two. Months of work by engineers and filmmakers, all leading here. The same platform Fortune 500s, global agencies, and film studios use is now in your hands. These 12 days were never about what we built. They're about what you'll make with it.

Today is Day 11 of 12 Days of Agent Two. Agent Two isn't just Claude under the hood - we get asked this a lot. The truth is - while we use all the state of the art models out there, the Agent's real intelligence comes from its harness: a domain-specific layer built from continuous creative research that shapes how every model is actually used - more about this in the video. But this harness is what makes Agent Two frontier intelligence for creative work - at 4x the speed, and half the price.

Lot's of noise recently about Gauntlet Loop after @mattshumer_ game example - but truth is most agent loops without standardised frameworks around game libraries, 3D models, textures, terrain, lighting and multiplayer turn out to be super unpredictable, messy, overly expensive, as @levelsio pointed out Today we're introducing LOOP - our take on agent loops to build AI games. The Tesana LOOP inside our AI game engine solves assets → game libraries → multiplayer → and a full user-facing experience. Set a budget for your LOOP, and come back to a properly finished game ready to launch, without reinventing and wasting tokens on your build every session.

Launching Workflows on Agent Two. Day 10 of 12 Days of Agent Two. Instead of briefing the agent through every step yourself, workflows take you on a guided run. You answer a few questions, upload some references, pick between options, and come out the other side with the job done. We're launching with 9 workflows across filmmaking and marketing, and you can also build your own and reuse them across any project. Tell us in the comments what workflow you want us to build next. The most liked one gets made. Agent Two is frontier intelligence for creative work. 4x faster, at half the price.

Twice in one year, Wanderboat features have shown up in Google Maps. March: Chat feeds + Vibe Checking Today: AI Food Ordering, Hotels, Local Events... Their "biggest transformation in over a decade" is still a demo video (with a "simulated" disclaimer). Ours has been live for 1.5 years. Feels like Wanderboat has been handing them a free roadmap. And we have more.

Topview’s Ultra Annual offer is bigger than ever. 🔥 60 days unlimited Seedance 2.5. 365 days unlimited Wan 3.0. 2 of the latest AI video models, unlocked for more creation. What's more? Seedance 2.5 from only $0.12/sec. It can't get any better than this. More models. More generations. More room to create. #TopviewAI# #AIVideo# #AIFilmmaking# #AIStorytelling#