A dense desk for emerging AI labs: what they are hiring for, releasing, forking, publishing, and accumulating as evidence for future analysis.
LG AI Research is executing a dual-track strategy: advancing frontier-scale foundation models under Korea's sovereign AI program while simultaneously building a portfolio of industry-specialized Expert AI models for B2B commercialization.…
Sarvam AI is executing a three-horizon transition from sovereign AI R&D lab to full-stack platform company competing globally. The evidence pack captures this inflection: a unicorn-level fundraise ($300M at ~$1.5B valuation), the March…
InclusionAI (Ant Group) is running a high-cadence, open-weight “efficiency + agentic” strategy: a dense stream of Mixture-of-Experts autoregressive models (Ling), diffusion language models (LLaDA), and reasoning models (Ring), wrapped in…
IBM's Granite organization is running two tracks at once: an open-weights enterprise-AI line anchored by the Apache-2.0 Granite 4.2 reasoning family, and a parallel hardware/quantum bet that the model releases feed into a broader…
Nous Research is executing a decisive pivot from open-weight model publisher to integrated agent platform company. Throughout mid-2026, the overwhelming majority of engineering velocity has concentrated on hermes-agent — a conversational…
OpenBMB is executing a multi-vector strategy that spans on-device foundation models, embodied AI (VLA robotics), enterprise agent platforms (StaffDeck/PilotDeck), data refinement tooling (UltraX), and HPC optimization (ForgeStencil). The…
Upstage is executing a platform consolidation play, moving from a pure models-and-APIs company toward an integrated AI stack combining proprietary Solar LLMs, acquired portal (Daum) assets, and agentic platforms (Timely). Core thesis:…
XiaomiMiMo is executing a full-stack, open-source AI strategy that spans text reasoning, vision, audio, embodied AI, and coding agents — with an accelerating pivot toward the Agent era in mid-2026. The lab's evidence trail reveals a…
Arcee AI is pivoting from an adapter/fine-tune shop into a vertically integrated, US-based open-weight lab. The evidence shows it now trains frontier-scale sparse Mixture-of-Experts models from scratch (Trinity Nano/Mini/Large), stands up…
AI21 Labs is repositioning from a pure foundation-model vendor toward an agent-orchestration and inference-optimization platform. The clearest signal is operational: the company cut headcount from roughly 180 to about 70 people and will…
Reka is evolving from a multimodal model builder into a physical-AI company. The evidence shows a lab that ships compact, deployment-flexible vision-language models (Flash at 21B, Edge at 7B), layers enterprise agentic platforms on top…
Meituan's LongCat lab has executed one of the fastest documented progressions from modest open-source releases to a 1.6-trillion-parameter, near-frontier agentic coding model — trained entirely on Chinese AI ASIC superpods — in roughly ten…
Inception Labs is building a new model category — diffusion LLMs (dLLMs) — and betting that raw generation speed, not peak reasoning depth, is the binding constraint for production AI. Its diffusion architecture generates many tokens in…
StepFun is a Shanghai-based frontier AI lab executing an unusually broad multimodal strategy—spanning video generation, real-time voice, image editing, 3D asset generation, formal mathematics, GUI agents, and deep research—while releasing…
Neolab has 14 tracked organizations with 2,412 loaded public signals: 310 hiring, 141 forks, 900 releases or model cards, 635 talking, and 426 repos. Upstage (Solar) leads this desk with 404 loaded signals. Latest contextified signal: LG AI Research (EXAONE) - Global Exhibition & Brand Communication Manager. 14 standing agent analyses are generated for this category.
tracks 14 organizations
has loaded 2,412 public signals
has hiring signal count 310
has fork signal count 141
Inspect Neolab as the category-level intelligence desk with 14 tracked organizations and 2,412 loaded public signals. Rank priority accounts across hiring (310), forks (141), releases (900), talking (635), and repos (426). Identify account momentum, source gaps, and analysis-agent dispatch work for this category.
Upstage (Solar)Upstage (Solar)404 signals