Baseten vs Nscale

Baseten, Hugging Face, Goodfire Partner for AI Safety

Baseten's research arm, Base Labs, announced a partnership with Hugging Face and Goodfire AI to establish a safety standard for open-weight AI models. The collaboration aims to develop and publish methods for training and monitoring these models, making safety an integrated feature rather than an afterthought. This comes amid rising concern over 'abliteration,' a technique that removes safeguards from open models, with Hugging Face listing over 6,000 such models. The companies have not detailed technical specifics, but Goodfire's expertise in AI interpretability is expected to play a key role. This initiative seeks to leverage openness as an advantage for safety, providing transparent controls and encouraging community contributions.

• Baseten launched a safety infrastructure standard via Base Labs.
• Partnership with Hugging Face and Goodfire AI announced.
• Hugging Face hosts over 6,000 abliterated models.

Blaxel is joining Baseten to build the future of agentic infrastructure

Baseten announces that Blaxel is joining the company to build the future of agentic cloud infrastructure. The blog post highlights this strategic move, which is a major corporate announcement.

DeepSeek Launches V4.1 Flash with Novel Encoder-Decoder Architecture

DeepSeek released DeepSeek-V4.1-Flash, a 763B-parameter mixture-of-experts model employing a novel causal encoder-decoder architecture with 8B active parameters for prefill and 16B for decode. It features native vision understanding, 1M token context, an MIT license, and extreme inference efficiency, claiming up to 1/8 KV cache footprint versus V4 Flash. Independent evals (Artificial Analysis Index 40, Vals Index #1 open-weight) show it surpasses V4 Pro at lower cost. API pricing is $0.30/1M input and $1.20/1M output tokens. DeepSeek has soft-retired V4 Pro, routing traffic to V4.1 Flash. The model supports SSD offload and local deployment, with Ollama and Baseten offering day-0 support. Technical discussions highlight the architecture's novelty and potential impact on long-context agents.

• DeepSeek launched V4.1-Flash with a causal encoder-decoder architecture, 763B total params (8B prefill/16B decode active).
• Artificial Analysis Index scores V4.1-Flash at 40, above V4 Pro and below GLM-5.3-Flash.
• API pricing: $0.30 per 1M input tokens, $1.20 per 1M output tokens, cached input $0.006 per 1M.

Nscale's IPO tests Wall Street's appetite for concentrated AI bets

British neocloud Nscale is preparing for an IPO on the NYSE, aiming for a $35 billion valuation and raising $3 billion. The company, spun out of Arkon Energy two years ago, has amassed over $103 billion in contracts, but 85% of that is tied to two customers: Microsoft ($43.8 billion) and Anthropic ($44.6 billion). Anthropic's deal is contingent on Nscale securing financing and meeting stringent milestones. Nscale reported revenue of $140.6 million for H1 2026, with net losses of $1.02 billion. The IPO will test investor appetite for companies with high customer concentration, a trend highlighted by a Sona Asset Management paper. Competitors include CoreWeave, Nebius, Lambda, and Crusoe.

• Nscale plans to list on NYSE with a target valuation of $35 billion.
• The company seeks to raise $3 billion in its IPO.
• Nscale has $103 billion in contracts, with 85% from Microsoft and Anthropic.

Nscale Files for US IPO Targeting $30B Valuation

British AI infrastructure company Nscale has filed its IPO prospectus with the US SEC, aiming to list on the New York Stock Exchange under the ticker 'NSCL'. The company seeks a valuation of around $30 billion, as reported by CNBC via Reuters, a significant jump from its last private round valuation of $14.6 billion. Nscale, which transitioned from Bitcoin mining to AI compute, reported first-half 2026 revenue of $140.6 million, a 1,252% increase, but also a net loss of $1.02 billion. Its order book stands at $103.4 billion, with Microsoft and Anthropic contracts totaling $88.4 billion. The company recently secured $3.1 billion in convertible notes, with Nvidia as a key investor. Nscale faces high customer concentration, a going-concern note, and dependence on a few suppliers. Goldman Sachs, J.P. Morgan, and Morgan Stanley are lead underwriters.

• Nscale filed an IPO prospectus with the SEC to list on the NYSE under the ticker 'NSCL'.
• Targeted valuation is approximately $30 billion.
• First-half 2026 revenue was $140.6 million, up 1,252% year-over-year; net loss was $1.02 billion.

Nscale Files Registration Statement for Proposed Initial Public Offering

Nscale has filed a registration statement for a proposed initial public offering, as announced on September 18, 2026.