Syntiant files for a US IPO, betting public markets want edge AI too

Jersey Mike’s IPO illustrates how bad the AI hype has become

Jersey Mike's IPO S-1 filing mentions AI 22 times despite being a sandwich chain with no meaningful AI products. The piece uses this as a lens to critique how pervasive AI hype has become, with companies across all industries feeling compelled to sprinkle AI references into investor documents to satisfy market appetite. The author draws a humorous comparison: weather risk was mentioned 5 times and lightning zero times, yet AI risk warranted 22 mentions for a company that sells submarine sandwiches.

China approves Unitree’s Shanghai listing registration, valuing IPO at $619M

Cơ quan quản lý chứng khoán Trung Quốc đã chấp thuận đợt IPO của Unitree Robotics trên sàn STAR Market (Thượng Hải) với giá trị định giá khoảng 619 triệu USD (4,2 tỷ nhân dân tệ). Sau khi vượt qua mọi rào cản pháp lý, Unitree vẫn cần ấn định giá cổ phiếu cuối cùng và ngày phát hành.

Những công ty robotics nhân tạo đang cạnh tranh trên thị trường công khai, và Unitree với mô hình kinh doanh hiệu quả cùng giá trị công ty cao là ví dụ điển hình cho những cơ hội và thách thức trong ngành công nghệ mới này.

Thought Machine hits $100M revenue, delays IPO to 2028

UK core-banking software firm Thought Machine has crossed $100m in annual revenue and ARR for the first time, with revenue growing 57% in 2025. The company also turned free cash flow positive in H2 2024, raised a modest £30m from a tier-1 bank client, and pushed its IPO plans to at least 2028. Founder Paul Taylor is deliberately downplaying valuation in favor of commercial metrics. The firm now works with 68 banks globally, with the US as its largest market, and plans to hire over 100 engineers in 2026.

Small Language Models Power Life-Saving Small AI

Small AI models — those with a few billion parameters or fewer — are enabling life-saving applications in regions with no reliable internet, data centers, or stable electricity. Real-world examples include a handheld pill-authentication spectrometer running on an Android phone in Africa, drone-based crop disease detection in India, malaria mosquito detection, and ECG monitoring on Arduino devices in Brazil. These models are created via pruning, distillation, or quantization of larger models, and increasingly run on commodity hardware like a $50 Arduino with a Qualcomm chipset drawing just 3 watts. Open-weight models like Google DeepMind's Gemma 4 and Alibaba's Qwen 3.5 are accelerating adoption. The World Bank now actively funds small AI development globally. Advocates argue that millions of small, specialized edge models — not one giant centralized model — represent the sustainable future of AI for most of humanity, though infrastructure challenges remain.

What is Bending Spoons? The little-known AOL and Vimeo owner that’s now public

Bending Spoons, một tập đoàn công nghệ Milan, vừa niêm yết trên Nasdaq với vốn hóa thị trường đạt 25 tỷ USD, gấp đôi mức định giá tư nhân trước đó. Công ty này sở hữu nhiều thương hiệu nổi tiếng như AOL, Vimeo, Evernote thông qua việc mua lại các sản phẩm kém hiệu quả và cải tổ bằng AI, thay đổi giá cả cùng cắt giảm nhân sự mạnh tay.

Là người muốn xây dựng mô hình kinh doanh công nghệ bền vững và hiệu quả, bạn nên đọc bài này để hiểu cách một công ty tư nhân hóa mạnh mẽ bằng cách tập trung vào giá trị lâu dài thông qua AI, tái cấu trúc và quản lý nhân lực hiệu quả, thay vì chỉ nhắm mục tiêu lợi nhuận ngắn hạn.

US investors will soon get access to SK Hynix, another memory maker riding the AI boom

South Korean memory chip maker SK Hynix is planning a US IPO, offering American depositary receipts that could raise around $28 billion. The company is benefiting from surging AI-driven demand for memory chips, with Q1 revenues up nearly 200% year-over-year and stock up 260% this year. A global shortage of HBM, DRAM, and NAND chips — dubbed 'RAMageddon' — has been caused by hyperscalers racing to build AI data centers. SK Hynix and Samsung have pledged over $550 billion in new manufacturing capacity, though analysts note the risk that supply could eventually outpace demand. Micron, the closest US peer, has surged nearly 700% over the past year to a $1 trillion valuation.

Luffy AI raises £8.1M to put self-tuning AI inside the world’s electric motors

Luffy AI, a UK startup spun out of the Culham nuclear research campus, has raised £8.1M in a Series A led by BGF. The company builds sparse neural networks trained in simulation that self-tune in real time on edge hardware — no cloud connectivity required. Its first application is electric motor control for industrial pumps, fans, and conveyors, targeting the roughly half of global electricity consumed by motors. The approach claims up to 400x efficiency over traditional deep learning, enabling plug-and-play adaptive motor control without specialist engineers on site. Future targets include robotics, drones, and thermal process control.