Nvidia continues to dominate the AI chip conversation with quarterly revenue of $96.2 billion, up 106% year over year, and a 75% gross margin powered by its CUDA software ecosystem. Rival Broadcom posted $29.6 billion in quarterly revenue, up 86%, with AI semiconductor revenue jumping 221% to $16.7 billion. However, Broadcom faces concentration risk—its five largest customers make up 55% of revenue—and disclosed a potential $29 billion liability tied to a customer-lease backstop for AI racks.
ASML, the sole manufacturer of EUV lithography systems for leading-edge chips, reported a 52.73% gross margin and a P/E ratio of 57.84. Nvidia's fiscal 2026 revenue grew roughly 65%, with two customers accounting for 36% of its income. Analysts consider Nvidia the stronger buy in 2026, though both stocks suit diversified portfolios.
Key Takeaways
- Nvidia reported $96.2 billion in quarterly revenue, up 106% year over year, with a 75% gross margin driven by CUDA
- Broadcom's AI semiconductor revenue rose 221% to $16.7 billion, but faces concentration risk and a potential $29 billion liability
- ASML remains the only EUV lithography manufacturer, with a 52.73% gross margin and P/E of 57.84
- AMD data center revenue more than doubled year over year in Q2 2026, while Marvell signed a Google custom AI chip deal
- DeepSeek V4 Flash was used in a study cutting token usage by 91.6% through early stopping of self-evolving AI systems
- UK DWP recorded 128,779 AI training completions across 12 programs at a cost of £112,995
- Google froze a bug bounty program due to AI-generated flood of low-quality reports
- Intellias achieved 90% workload reduction using governed AI in its new Agentic ServiceOps
- Flai's AI dealership software schedules 50,000 appointments monthly across 10+ top dealer groups
- UK government accepted all 44 NHS AI Commission recommendations, with full roadmap due Spring 2027
BigBear.ai vs SoundHound AI: Which stock is a better buy in 2026
BigBear.ai builds decision intelligence tools for governments and corporations, while SoundHound AI focuses on voice and agentic AI for consumer brands. BigBear.ai reported FY 2025 revenue of about $127.7 million, down 19.3% from the prior year, with a net loss of roughly $293.9 million. SoundHound AI reported FY 2025 revenue of nearly $168.9 million, up 99.4%, with a net loss of about $14.0 million. SoundHound AI acquired LivePerson in September 2026 and serves brands like Stellantis and Chipotle. Both stocks remain unprofitable and carry different risk profiles for long-term investors.
Nvidia vs Broadcom: Which AI chip stock is the better buy
Nvidia reported quarterly revenue of $96.2 billion in its August 26 report, up 106% year over year, with a 75% gross margin driven by its CUDA software ecosystem. Broadcom reported $29.6 billion in quarterly revenue in its September 2 report, up 86%, with AI semiconductor revenue rising 221% to $16.7 billion. Broadcom's five largest customers accounted for 55% of quarterly revenue, creating concentration risk. Broadcom also disclosed a potential liability of about $29 billion under a customer-lease backstop for AI racks. The author prefers Nvidia but notes Broadcom could become more compelling if custom chips gain market share.
ASML vs Nvidia: Which AI semiconductor stock is a better buy
ASML is the world's only manufacturer of EUV lithography systems used to make leading-edge chips, while Nvidia designs GPUs used to train and run AI models. Nvidia's fiscal 2026 revenue grew roughly 65%, and two customers accounted for 36% of its revenue. ASML reported a gross margin of 52.73% and a P/E ratio of 57.84, while Nvidia had a gross margin of 74.67% and a P/E ratio of 30.20. ASML depends on a narrow supply chain with single-source suppliers for key components. The author considers Nvidia the better buy in 2026 but recommends owning either stock only in a diversified portfolio.
AMD vs Marvell Technology: Which AI chip stock is a better buy
AMD designs data center, gaming, and PC chips, with data center revenue more than doubling year over year in Q2 2026. Marvell specializes in cloud networking and storage chips and signed a deal with Google in July 2026 to develop custom AI chips. AMD reported FY 2025 revenue of about $34.6 billion, up 34.3%, with net income of roughly $4.3 billion. Marvell's FY 2026 profit included a one-time pretax gain of about $1.8 billion from selling its automotive Ethernet business. Both companies issued share warrants to major customers, which could increase their share counts over time.
DWP records 128,779 AI training completions as government pushes digital skills
The UK Department for Work and Pensions recorded 128,779 completions of AI-related training between May 2025 and April 2026. The training covered 12 programmes delivered by the Cabinet Office, with the largest being the AI for All pathway, which had 73,045 completions for Part One and 53,001 for Part Two. The total cost of AI learning at the DWP was £112,995. Experts said data and AI skills are essential for public-sector decision-making and maintaining public trust. The training aims to prepare staff at the UK's largest public service organisation for increasing AI use.
DWP AI Training Reaches 128,779 Completions in Government Digital Skills Push
The Department for Work and Pensions confirmed that 128,779 employees completed AI training over the past 12 months. The training was delivered through 12 programs by the Cabinet Office. The most popular course was the AI for All pathway with over 126,000 completions. The total cost was £112,995. The data was obtained through a Freedom of Information Act request by the Parliament Street think tank.
Au10Tix Appoints Nadav Atar as VP Product to Grow AI Identity Verification
Au10Tix, a provider of AI-powered identity verification solutions, appointed Nadav Atar as Vice President of Product. Atar previously worked at PayPal and FIS and brings over 15 years of product and AI experience. He will lead product strategy and speed up development of AI-powered identity verification tools. His hiring is seen as a key move as Au10Tix expands in the identity verification market.
AU10TIX Names Nadav Atar VP Product to Advance AI Fraud Prevention
AU10TIX announced the appointment of Nadav Atar as Vice President of Product. Atar previously served as Head of Strategy for Global Fraud Prevention at PayPal for 12 years. He will work with engineering and design teams to advance the company's product strategy. CEO Yair Tal said Atar's experience in AI-powered products and fraud prevention makes him the ideal fit as fraud becomes more sophisticated.
BudgetAPO Offers Smarter Prompt Optimization for Tight Budgets
BudgetAPO is a new single-stage optimizer designed for automatic prompt optimization under tight budgets. It uses a noise-adaptive rule to size evaluation slices based on each task's noise level. The tool also includes a reflective operator that rewrites reasoning strategy and output format. Testing across seven benchmarks and five subject models showed BudgetAPO outperformed all baselines. It returned the seed prompt in only 13% of runs at 250 calls compared to 86% for GEPA.
UK Government Accepts All 44 Recommendations from NHS AI Commission
The UK government confirmed it will accept all 44 recommendations from the National Commission into the Regulation of AI in Healthcare. The MHRA opened applications for AI Airlock Phase 3, a regulatory sandbox for AI-enabled medical devices. Draft guidance on managing changes to AI medical devices is expected by December 2026. A full implementation roadmap for all 44 recommendations will be published by Spring 2027. The government also committed to strengthening patient engagement and ensuring fair access to AI benefits.
Intellias launches managed IT service using governed AI
Intellias launched Agentic ServiceOps, a managed IT service that applies governed AI across operations. It adds an Intelligent Orchestrator Layer to existing systems instead of replacing them. The service combines AI engineers, certified engineers, and 24/7 operations across EMEA, the Americas, and APAC. Intellias achieved 95 to 96 percent classification accuracy internally and reduced support workloads by 90 percent for a European mobility enterprise.
Flai AI dealership software books 50,000 appointments monthly
Flai's AI software works with more than 10 of the top 50 dealer groups in the country. It answers customers, runs campaigns, and schedules 50,000 appointments per month across sales and service. The company reported a 20x increase in revenue. Flai says its software can go live in a dealership 10 days after signing a contract.
Build context-aware AI assistant with AgentCore and OpenClaw
This article explains how to build an AI assistant that remembers past conversations using OpenClaw on Amazon Bedrock AgentCore runtime. AgentCore memory turns temporary chats into durable, structured knowledge. The assistant can recall details like garden preferences and past conversations without the user repeating them. The setup uses a serverless architecture and charges only for active compute time.
Google freezes bug bounty program amid AI report flood
Google said it is temporarily freezing one of its Vulnerability Rewards Programs that focuses on finding critical flaws in open source software. The company cited an overwhelming flood of low-effort and often inaccurate reports partly driven by AI tools. Similar concerns have been raised by Linux founder Linus Torvalds and Intel. Bug bounty programs normally reward security researchers for finding problems before hackers exploit them.
Study finds way to stop self-evolving AI systems sooner
Researchers studied self-evolving large language model systems that repeatedly update themselves. They developed a method to determine when further evolution is no longer worthwhile. The approach reduces computation costs while keeping similar performance. On SearchQA with DeepSeek V4 Flash, the method stopped at round 4 instead of round 40, cutting token usage by 91.6 percent while achieving 82.43 percent accuracy.
Sources
- BigBear.ai vs. SoundHound AI: Which Tech Stock Is a Better Buy in 2026?
- Nvidia vs. Broadcom: Which AI Chip Stock Is the Better Buy Now?
- ASML vs. Nvidia: Which AI Semiconductor Stock Is a Better Buy in 2026?
- AMD vs. Marvell Technology: Which AI Chip Stock Is a Better Buy in 2026?
- DWP records 128,779 AI training completions as government pushes digital skills
- Department for Work and Pensions AI Training Reaches 128,779 Completions as Government Accelerates Digital Skills Push
- FF News
- AU10TIX Appoints Nadav Atar as Vice President of Product to Accelerate AI-Powered Innovation
- How Should a Prompt Optimizer Spend a Tight Budget? BudgetAPO with Noise-Adaptive Evaluation
- Government backs recommendations of NHS doctors-led AI Commission
- Intellias Agentic ServiceOps applies governed AI across IT operations
- Exclusive: Flai's AI dealership software is booking 50,000 appointments per month
- Building a context-aware AI assistant on AgentCore and OpenClaw
- AI is breaking one of the most important ways we keep technology safe
- When Is Enough Enough in Self-Evolving LLM Systems?
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