Cerebras Systems and SoundHound AI are emerging as two very different paths into the artificial intelligence market. Cerebras, which builds wafer-scale chips for training and running AI models, reported fiscal 2025 revenue of roughly $510 million, a 76 percent increase, and swung to a net income of $239 million. SoundHound, which focuses on voice platforms for cars, restaurants and telecom companies, nearly doubled its revenue to about $168.9 million but still posted a net loss near $14 million. Both stocks carry risks from larger competitors and fast-changing markets.
Projections for the coming years widen the gap between the two. SoundHound is expected to grow revenue about 49 percent in fiscal 2026 to roughly $252 million, though analysts anticipate wider losses. Cerebras is estimated to reach $888 million in revenue in fiscal 2026 and could approach $7.5 billion by 2028 if it maintains profitability. The comparison highlights how hardware and software AI plays face very different financial profiles.
On the policy side, the Centralia Board of Alderman in Missouri approved new rules limiting how city employees use generative AI tools such as ChatGPT and Google Gemini. Workers can only use these tools for city business with supervisor approval and must still verify all AI-generated output for accuracy. The policy specifically bars inputting sensitive documents, including law enforcement records, personnel information and cybersecurity data, into AI models. The city said the rules carry no financial impact and will be reviewed as the technology evolves.
In the world of AI-assisted writing, a novel called _C'était ça ou mourir_ was judged under a single standard after being submitted anonymously, sparking debate about how much creative choice should be allowed when authors work with machines. The discussion goes beyond rules for AI-generated books and calls for broader conversations about authorship and technology. Meanwhile, UmanWrite is offering a lifetime plan for $79 that lets AI write in a user's personal style by studying tone, vocabulary and writing samples through Voice Profiles.
Descartes Datamyne launched a new AI Agent designed to help trade teams analyze shipment data using plain-language questions. The company says the tool can cut research and analysis time by up to 90 percent depending on the query. It draws on trade data from 230 markets and over 500 million shipment records added each year, and users can trace answers back to specific shipment records for easier verification. In a separate development, SkyRL, an open-source reinforcement learning framework, can now run on Amazon SageMaker HyperPod, with a guide showing how to post-train the Qwen3-VL-8B vision-language model using GRPO.
NVIDIA continues to stand out among AI investors. A comparison with Micron highlights NVIDIA's stronger position through its data center business, higher margins and better return on equity, while Micron's AI exposure remains limited to memory products. NVIDIA also launched a new qualification program called DSX Ready on September 25, 2026, to help AI factory builders find power and cooling products that meet its DSX requirements. At launch, the program covers battery energy storage systems and cooling distribution units, with qualified partners including Hitachi Energy, LG Energy Solution, Tesla, LG Electronics, LiquidStack and Vertiv.
In South Korea, KT and SK Telecom selected Samsung to build their AI-RAN projects, with Samsung providing 5G radio units and AI-RAN software to improve network efficiency. The projects were expected to finish by the end of 2023 and support South Korea's goal of leading in global 5G technology. Separately, a guide to understanding the AI singularity gathered major recent statements about AI risks, including reports warning that AI could cause human extinction by 2030. The piece covers global discussions involving the United Nations, CEOs like Sam Altman and Jensen Huang, and former employees, aiming to help readers make sense of conflicting views on advanced AI.
Key Takeaways
- Cerebras reported FY 2025 revenue of about $510 million, up 76 percent, and swung to a net income of $239 million.
- SoundHound nearly doubled FY 2025 revenue to roughly $168.9 million but still posted a net loss of about $14 million.
- SoundHound is projected to grow revenue 49 percent in fiscal 2026 to about $252 million, while Cerebras is estimated to reach $888 million in fiscal 2026.
- Centralia, Missouri approved rules limiting city employee use of ChatGPT and Google Gemini, banning inputting sensitive documents into AI models.
- Descartes Datamyne launched an AI Agent that can reduce research time by up to 90 percent using data from 230 markets and over 500 million shipment records.
- NVIDIA is considered a stronger AI investment than Micron due to better data center exposure, higher margins and stronger return on equity.
- NVIDIA's DSX Ready program, launched September 25, 2026, includes qualified partners such as Hitachi Energy, LG Energy Solution, Tesla, LG Electronics, LiquidStack and Vertiv.
- KT and SK Telecom selected Samsung to build AI-RAN projects using 5G radio units and AI-RAN software to improve network efficiency.
- UmanWrite offers a lifetime plan for $79 that uses Voice Profiles to learn a user's personal writing style.
- Reports warn AI could cause human extinction by 2030, with discussions involving the United Nations, Sam Altman and Jensen Huang.
Cerebras vs SoundHound: Best AI stock pick for 2026
Cerebras Systems makes huge wafer-scale chips for AI training and inference, while SoundHound AI builds voice platforms for cars, restaurants and telecom companies. Cerebras reported FY 2025 revenue of about $510 million, up 76 percent, and swung to a net income of $239 million. SoundHound reported FY 2025 revenue of roughly $168.9 million, nearly doubling year over year, but still posted a net loss of about $14 million. Both companies show strong growth but carry risks from competition and negative free cash flow.
Cerebras and SoundHound battle as top AI picks for 2026
Cerebras Systems designs massive wafer-scale chips for AI workloads, while SoundHound AI provides conversational voice technology used by major automakers, banks and airlines. SoundHound is projected to grow revenue 49 percent in fiscal 2026 to about $252 million, though analysts expect wider losses. Cerebras is estimated to reach $888 million in revenue in fiscal 2026 and could hit $7.5 billion by 2028 with consistent profitability. Both stocks offer strong AI exposure but come with risks from larger competitors and fast-changing markets.
Centralia sets rules for city staff using AI
The Centralia Board of Alderman in Missouri approved new rules limiting how city employees use generative AI tools like ChatGPT and Google Gemini. Employees can only use these tools for city business when their supervisor approves, and they must still check all AI-generated work for accuracy. The policy bans inputting sensitive documents such as law enforcement records, personnel information and cybersecurity data into AI models. The city said the policy has no financial impact and will be reviewed as AI technology changes.
Writers and AI: Who decides if a machine can help?
A debate around AI and literature has focused on rules for AI-generated books, but one perspective argues that writers themselves should have a say in working with machines. Since September 21, a novel called _C'était ça ou mourir_ was judged under a single standard after being submitted anonymously. The article questions whether current discussions fairly consider the creative choices of authors who collaborate with AI tools. The piece calls for broader conversations about authorship and technology.
Descartes launches AI agent for trade data
Descartes Datamyne introduced a new AI Agent that helps trade teams analyze shipment data using plain-language questions. The company says the tool can reduce research and analysis time by up to 90 percent depending on the query. It draws on trade data from 230 markets and over 500 million shipment records added each year. Users can trace answers back to specific shipment records, making results easier to verify than standard AI tools.
KT and SK Telecom choose Samsung for AI-RAN 5G projects
KT and SK Telecom selected Samsung to build their AI-RAN projects. Samsung will provide 5G radio units and AI-RAN software to improve 5G network efficiency. The projects are expected to finish by the end of 2023. The work supports South Korea's goal of leading in global 5G technology.
UmanWrite AI writer learns your voice for $79 lifetime plan
UmanWrite offers a lifetime plan for $79 that lets AI write in your personal style. It uses Voice Profiles to study your tone, vocabulary, and writing samples. The tool can also rewrite AI text to sound more natural and human. The Unlimited Plan includes up to 2,500 words per request for articles, emails, and marketing copy.
SkyRL reinforcement learning framework runs on Amazon SageMaker HyperPod
SkyRL is an open-source reinforcement learning framework that can run on Amazon SageMaker HyperPod. A guide shows how to post-train the Qwen3-VL-8B vision-language model using GRPO. The walkthrough covers building container images, launching a Ray cluster, and hosting the trained LoRA adapter for inference.
NVIDIA beats Micron for AI stock investors to buy now
A comparison of Micron and NVIDIA says NVIDIA is the better AI stock to buy now. NVIDIA has stronger AI exposure through its data center business, higher margins, and better return on equity. Micron's AI exposure is limited to its memory business. The article recommends buying NVIDIA while watching Micron as a potential future pick.
A guide to understanding the AI singularity and its risks
The article gathers major recent statements about AI risks and the AI singularity. It references reports warning that AI could cause human extinction by 2030. The piece covers global discussions involving the United Nations, CEOs like Sam Altman and Jensen Huang, and former employees. It aims to help readers make sense of conflicting views on advanced AI.
NVIDIA launches DSX Ready program for AI factory power and cooling products
NVIDIA launched a new qualification program called DSX Ready on September 25, 2026. The program helps AI factory builders find power and cooling products that meet NVIDIA DSX requirements. At launch, the program covers battery energy storage systems and cooling distribution units. Qualified BESS partners include Hitachi Energy, LG Energy Solution and Tesla. Qualified CDU partners include LG Electronics, LiquidStack and Vertiv.
Sources
- Cerebras vs. SoundHound: Which AI Tech Stock Is a Better Buy in 2026?
- Cerebras Systems (NASDAQ: CBRS) And SoundHound AI (NASDAQ: SOUN) Go Head-To-Head As AI Investment Picks For 2026
- Centralia puts guardrails on city staff using generative artificial intelligence
- AI and literature: 'No one in this debate has asked whether a writer has the right to work with a machine'
- Descartes launches AI agent to reduce trade data analysis time
- KT, SK Telecom tap Samsung for AI-RAN projects
- Pay $79 once for a lifetime AI writer that also learns your voice
- Accelerate multimodal RL training with SkyRL on Amazon SageMaker HyperPod
- Micron vs. NVIDIA: 1 AI Stock to Buy Now and 1 to Watch
- The AI Singularity Syllabus
- NVIDIA Launches DSX Ready to Qualify Power and Cooling Products for AI Factories
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