Funding surge in embodied AI, robotics, hardware–model co‑design, and infrastructure
Physical AI, Robotics & Hardware Race
2026: A Historic Surge in Embodied AI, Robotics, and Infrastructure Reshaping the Global Landscape
The year 2026 marks an unprecedented turning point in the evolution of embodied physical AI, robotics, hardware–model co‑design, and infrastructure development. Fueled by record-breaking investments, groundbreaking technological innovations, and strategic regional initiatives, this year heralds a new era where autonomous, intelligent agents are seamlessly integrated into society's fabric—transforming industries, enhancing resilience, and reshaping geopolitical power dynamics.
Unprecedented Investment and Technological Breakthroughs Drive Embodied AI
2026 has seen a massive influx of capital into the physical AI ecosystem, accelerating hardware innovations and advanced AI models that underpin the deployment of embodied agents across sectors:
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Major Fundraises and Strategic Investments:
- Neara, specializing in digital twins for energy grids, raised $63 million, reinforcing its unicorn status and enabling utility companies worldwide to simulate and optimize complex energy infrastructure with unprecedented precision.
- Mistral, a leading European AI startup, secured €1.4 billion (~$1.43 billion) to bolster regional digital AI infrastructure in Sweden, emphasizing hardware sovereignty and resilience amidst geopolitical uncertainties.
- Gather AI attracted $40 million to advance Physical AI applications in logistics and transportation, automating complex supply chain tasks.
- Skild AI achieved $1.4 billion in Series C funding, focusing on general-purpose robots capable of performing intricate tasks across manufacturing, healthcare, and logistics.
- Qianjue Tech, deploying full-sized autonomous robots in factories and healthcare, raised nearly RMB 100 million (~$13.9 million)—a testament to embodied autonomous agents operating seamlessly in real-world environments.
- Haply Robotics secured $16 million to develop "steering wheel" interfaces embedded with advanced tactile perception, crucial for fine motor control in surgical robotics and delicate manufacturing.
- Temporal, specializing in AI orchestration and agent management, raised $300 million led by Andreessen Horowitz, underscoring the vital importance of software infrastructure for reliable autonomous deployment.
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Hardware–Model Co‑Design Advances:
- OpenAI unveiled a specialized chip optimized for its Codex model, delivering dramatic gains in processing speed and energy efficiency.
- Its latest model, GPT‑5.3-Codex-Spark, leveraging Cerebras’ wafer-scale processors, processes over 1,000 tokens/sec with enhanced reasoning capabilities, underpinning critical infrastructure applications such as energy grid management and autonomous control.
- Nvidia and OpenAI announced substantial investments, with Nvidia’s recent $30 billion funding round exemplifying their ambition to dominate AI hardware processing, enabling large-scale infrastructure deployment and scaling.
Regional Strategies for Sovereignty and Infrastructure Resilience
In response to rapid technological progress, governments worldwide are prioritizing technological sovereignty and infrastructure resilience:
- Europe:
- Mistral’s acquisition of Koyeb, a serverless cloud provider, enhances regional autonomous AI infrastructure, reducing dependence on U.S.-centric cloud services and fostering European sovereignty.
- China:
- Alibaba’s Qwen3.5, an open-source large language model optimized for reasoning and multimodal understanding, exemplifies China’s focus on self-reliant AI ecosystems capable of supporting critical infrastructure and defense.
- India:
- Neysa, backed by over $1 billion from Blackstone, is developing localized AI compute platforms, fostering regional resilience and self-sufficiency.
- Blackstone’s participation in a US$600 million equity raise underscores confidence in India’s emerging AI infrastructure.
- Space-based Infrastructure:
- SpaceX, supported by $3 billion from HUMAIN, is advancing orbital data centers designed to support space exploration, disaster resilience, and interplanetary communication—extending AI capabilities beyond Earth and ensuring interstellar connectivity.
Embodied Physical Agents: From Perception to Autonomous Action
The surge in autonomous physical agents continues to revolutionize how AI interacts with the environment:
- Tactile Perception and Dexterous Control:
- Haply Robotics’ $16 million funding focuses on "steering wheel" interfaces with advanced tactile perception, enabling robots to perform fine motor and sensory tasks critical for surgical procedures and precise manufacturing.
- Full-Size Robots in Complex Environments:
- Qianjue Tech persists in deploying full-sized autonomous robots in industrial and healthcare settings, demonstrating embodied autonomy capable of handling unpredictable, unstructured environments.
- Human-Robot Collaboration:
- Companies like Algorized are developing perception systems that allow industrial robots to operate safely alongside humans in dynamic, unstructured environments, promoting broader collaborative robotics.
- Real-Time Reasoning and Decision-Making:
- Hardware advancements now support model reasoning speeds exceeding 17,000 tokens/sec, enabling instantaneous decision-making vital for autonomous agents engaged in complex, real-world tasks.
Infrastructure Foundations Supporting Autonomous Systems
Supporting these embodied agents is a rapidly expanding infrastructure ecosystem:
- LLMOps Gateways and Pipelines:
- Portkey, backed by Elevation Capital, offers AI deployment and management solutions, essential for scaling autonomous physical AI systems across multiple sectors.
- Localization Technologies:
- A startup developing GPS alternatives has achieved a $1 billion valuation, providing precise positioning solutions critical for autonomous navigation in urban canyons, underground facilities, and indoor environments.
- Multimodal and Backend Automation:
- AI seed funding has surged past $9 billion, fueling innovations in multimedia processing, agentic security systems, and autonomous sensing.
- Network Observability and Throughput Enhancements:
- Selector, an AI-infused network observability startup, secured $32 million to develop monitoring tools that ensure resilience and safety in autonomous infrastructure.
- Efforts are underway to reach processing speeds of 17,000 tokens/sec, enabling instant reasoning and decision-making for real-world agents operating in complex environments.
Trust, Security, and Ethical Frameworks in a Hyper-Autonomous Era
As autonomous agents become central to societal infrastructure, trust and security are crucial:
- Blockchain-Based Security Benchmarks:
- Initiatives like @gdb’s EVMbench are introducing blockchain-based metrics to evaluate agent security against adversarial threats, fostering public confidence.
- Privacy-Preserving Hardware:
- Opaque Systems Inc. secured $24 million to develop privacy-focused AI hardware, addressing data security concerns in sensitive domains such as healthcare and finance.
- AI Cybersecurity:
- Cogent Security raised $42 million to enhance AI cybersecurity solutions, protecting autonomous systems from cyber threats.
- ServiceNow’s $7.75 billion acquisition of Armis underscores the rising importance of cyber resilience in safeguarding complex AI-driven infrastructures.
- Formal Verification and Standards:
- Integration of blockchain benchmarks and formal verification tools is establishing robust safety standards, ensuring trustworthiness and safety of autonomous agents.
The Multi-Agent Ecosystem and Future Outlook
Frameworks like Architect by Lyzr are empowering design, deployment, and management of multi-agent AI systems, fostering controllable and transparent inter-agent interactions—critical for large-scale embodied AI deployment.
Looking ahead, the convergence of massive investments, technological breakthroughs, and regional strategic initiatives is setting the stage for a fundamentally transformed world. Autonomous, embodied physical AI systems are now perceiving, reasoning, acting, and collaborating across sectors like energy, healthcare, manufacturing, space, and defense—reshaping societal and geopolitical landscapes.
Recent Developments: Capital Flows and Geopolitical Tensions
Adding to the momentum, notable investment activity continues to highlight the confidence and strategic importance of AI infrastructure:
- Thrive Capital, led by Joshua Kushner, made headlines by acquiring shares in OpenAI at a valuation of only $285 billion, significantly lower than the current estimated valuation exceeding $500 billion. This early-stage investment underscores investor conviction in OpenAI’s long-term growth, especially amid the surge of AI hardware and embodied systems.
- Title: "Exclusive | Thrive Capital Bought Shares in OpenAI at a Fraction of Current Valuation Talks"
- Content: Joshua Kushner's firm Thrive Capital recently invested in OpenAI at a valuation of $285 billion, representing a strategic move that highlights confidence in AI's future trajectory and the immense value of embodied AI and infrastructure investments.
Meanwhile, geopolitical tensions intensify. Anthropic has accused three Chinese AI laboratories—DeepSeek, MiniMax, and others—of illicitly distilling proprietary results from Claude, its foundational language model, to improve their own models.
- This allegation underscores rising concerns over AI security, intellectual property theft, and the geopolitical competition shaping the AI landscape.
- As AI capabilities become intertwined with national security and economic dominance, international cooperation and robust verification standards will be essential to mitigate risks.
Final Reflections
2026 stands as a landmark year where massive capital investment, technological innovation, and regional strategies converge to accelerate the deployment of embodied, autonomous, and trustworthy physical AI systems. These advancements are redefining industries, societies, and global power structures, forging a future where AI agents are ubiquitous, resilient, and aligned with societal values.
The ongoing developments—ranging from hardware breakthroughs and infrastructure scaling to security and geopolitical challenges—highlight that trust, security, and sovereignty will be central themes as humanity navigates this transformative era. The trajectory suggests a more autonomous, interconnected, and resilient world, driven by the relentless march of embodied AI and its infrastructure.