Nscale vs Ollama

AI cloud provider Nscale files for NYSE IPO

Nscale, a cloud provider specializing in AI infrastructure, has filed for an initial public offering on the New York Stock Exchange under the ticker 'NSCL'. The company, spun out of cryptocurrency mining firm Arkon Energy, reported $140.6 million in revenue for the first half of 2026, up 1252% year-over-year, with a net loss of $1.02 billion. Nscale has secured major customers including OpenAI, Anthropic, and Microsoft, and plans to acquire Anyscale. The company has over 1,000 employees and significant GPU capacity, with investors including Nvidia, Dell, and Fidelity. The IPO filing highlights the growing demand for AI computing power and the emergence of 'neocloud' providers.

• Nscale filed for IPO on NYSE under ticker NSCL.
• Revenue in H1 2026 was $140.6 million, up 1252% year-over-year.
• Net loss in H1 2026 was $1.02 billion.

Nscale Adds Former OpenAI Exec Fidji Simo to Board

Nscale, a UK-based AI data center startup, has appointed Fidji Simo, former No. 2 executive at OpenAI and ex-CEO of Instacart, to its board of directors. Simo, who left OpenAI in July 2026 citing health reasons, brings extensive experience scaling products for billions of users. She joins other high-profile board members including Sheryl Sandberg, Susan Decker, and Nick Clegg. The appointment comes as Nscale reportedly seeks up to $3.5 billion in pre-IPO financing, with a potential IPO expected this fall. Nscale designs, builds, and operates AI data centers, and its valuation has surged due to high demand for AI infrastructure.

• Nscale appointed Fidji Simo to its board of directors.
• Simo previously served as CEO of AGI deployment at OpenAI and led Instacart through its 2023 IPO.
• Nscale is reportedly seeking up to $3.5 billion in pre-IPO financing.

Portugal's Innovation Ecosystem Struggles to Match Growth Narrative

Portugal's tech ecosystem is receiving significant political attention, highlighted by European Commissioner Ekaterina Zaharieva's high-level visit in July 2026. While the country leads the EU's "widening" member states under Horizon Europe with €1.3 billion in secured funding, the European Innovation Scoreboard 2026 still labels Portugal as a Moderate Innovator. Efforts to decentralize innovation away from Lisbon have seen Porto emerge as a major research hub, recognized by the European Commission's Innovation Radar. Meanwhile, Alentejo's Sines industrial area is developing into a critical digital infrastructure hub, attracting over €25 billion in investment including Nscale's €695 million expansion of the SINES Data Campus alongside Microsoft and Start Campus. However, tech leaders caution that physical data center infrastructure does not automatically translate to a sustainable startup ecosystem, emphasizing the need for talent retention and commercialization.

• Portugal has secured €1.3 billion in funding under the Horizon Europe program.
• The European Innovation Scoreboard 2026 classifies Portugal as a Moderate Innovator, performing below the EU average.
• The University of Porto was recognized as a Key Innovator by the European Commission for 13 EU-funded projects worth €26 million.

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.

Ollama's transparent pricing

Ollama's Pro, Max, and Team plans now use industry-standard per-token pricing with usage included on every plan.

Developer Builds Autonomous AI Agent to Hunt Paid Bounties

A developer built an autonomous AI agent that scans hundreds of online gig/bounty listings, filters scams and human-only tasks, generates deliverables using live market data and a local LLM, and notifies a human for approval. The stack uses free tools (Python orchestration, Ollama with a local model, Chart.js, public crypto APIs, GitHub Pages, Windows Task Scheduler) resulting in $0/month infrastructure cost. In 48 hours the agent found many listings but only a handful were actionable due to geo-walls, ghost sponsors, and other filters; the author highlights the need for revenue tracking and human-in-the-loop oversight.

• Author built an autonomous AI agent that scans 232+ listings across multiple platforms to find paid work and generate deliverables.
• Stack used: Python orchestration, Ollama with qwen3:4b (local LLM), Chart.js, CoinGecko, DeFiLlama, Solana RPC, GitHub Pages, and Windows Task Scheduler.
• Total stated infrastructure cost: $0/month.