Bb5a31f81ClaimThe Qwen 3.6-35B A3B language model contains 40 layers, with each layer comprising 256 experts containing 512 neurons eachAgreeDisagree
Bb5a31f81ClaimSelecting the top 64 activating neurons per expert in Qwen 3.6-35B A3B ablates approximately 88% of all neuron activationsAgreeDisagree
Bb5a31f81ClaimIn the Qwen 3.6-35B A3B mixture-of-experts model, the router activates eight of the 256 experts at each layer during a forward passAgreeDisagree
Bb5a31f81ClaimIndividual experts within the Qwen 3.6-35B A3B mixture-of-experts model specialize in one to three specific subjects, such as algebra, geometry, or legal jurisprudenceAgreeDisagree
Bb5a31f81ClaimDiffusion models with sufficiently large parameter counts can successfully process and render highly detailed textual scene descriptionsAgreeDisagree
Bb5a31f81ClaimCanva trained Canva Craft on a dataset composed of stock imagery, synthetic data, user-permitted content, and millions of proprietary Canva designsAgreeDisagree
Bb5a31f81ClaimCanva maintains approximately 100 distinct artificial intelligence models operating in productionAgreeDisagree
Bb5a31f81ClaimCanva Craft was trained entirely from scratch rather than fine-tuned from an existing open-weights base modelAgreeDisagree
Bb5a31f81ClaimTraining or fine-tuning specialized artificial intelligence models on proprietary domain data can surpass larger frontier models while utilizing two orders of magnitude fewer parametersAgreeDisagree
Bb5a31f81ClaimClaude Sonnet 4.5 was priced at 3 dollars per million input tokens and 15 dollars per million output tokensAgreeDisagree
Bb5a31f81ClaimAccording to Menlo Ventures, frontier models' share of enterprise AI spend rose from 35% to 63%AgreeDisagree
Bb5a31f81ClaimGPT-6 Astro is priced at 10 dollars per million input tokens and 60 dollars per million output tokensAgreeDisagree
Bb5a31f81ClaimGPT-5 was priced at 1.25 dollars per million input tokens and 10 dollars per million output tokensAgreeDisagree
Bb5a31f81ClaimClaude Opus 5.5 is priced at 4 dollars per million input tokens and 20 dollars per million output tokensAgreeDisagree
Bb5a31f81ClaimNicheformer is a spatial omics foundation model that predicts neighboring cell gene expression states based on an individual cell's transcriptomic profileAgreeDisagree
Bb5a31f81ClaimFabian Theis's group uploaded a 100-million-parameter single-cell foundation model trained on 350 million cells across 16 species to Hugging FaceAgreeDisagree
Bb5a31f81ClaimFabian Theis's group applied self-supervised contrastive learning to develop the single-cell foundation model scMoMaAgreeDisagree
Bb5a31f81ClaimSalesforce Ventures holds investments in foundation model companies Anthropic, Mistral, and CohereAgreeDisagree
Bb5a31f81ClaimAn ActiveSight biological uplift study tested participants performing cell culture, molecular cloning, and virus production using models including OpenAI's o3 and Claude Opus 4AgreeDisagree
Bb5a31f81ClaimControlled pre-training experiments on biological foundation models ESM and Evo demonstrated that withholding specific virus datasets limited human virology capabilities while preserving broader biological functionalityAgreeDisagree