| 85 | customer | AMD, Anthropic, OpenAI, MetaAMD | AMD Helios in full production with multi-gigawatt customer commitments; Anthropic deploying 2GW MI300 starting H1 2027 | Lisa Su | Lisa Su Just Revealed AMD's AI Breakthro | 07/27 |
| 75 | bottleneck | AMD, TSMC, NVIDIAAMD, TSM | AMD claims Helios delivers 10-15% more performance and 30% lower tokens-per-dollar vs. NVIDIA; pricing pressure from TSMC supply constraints | Lisa Su | Lisa Su Just Revealed AMD's AI Breakthro | 07/27 |
| 75 | customer | AT&T; D-Wave QuantumT; QBTS | AT&T expands D-Wave quantum deployment across network operations and evaluates gate-model systems for quantum security | Alan Baratz | D-Wave Quantum 8-K filing — 2026-07-27 ( | 07/27 |
| 85 | capex | NVIDIANVDA | NVIDIA's Physical AI/Autonomous Vehicle business already ~$10B; targets next $100B business within 10 years | Jensen Huang | Jensen Huang: The Mindset That Built NVI | 07/26 |
| 70 | partner | NVIDIANVDA | NVIDIA open-sourcing Alpaca Myo self-driving stack for agriculture, mail, warehouse to enable broader robotics adoption | Jensen Huang | Jensen Huang: The Mindset That Built NVI | 07/26 |
| 85 | infrastructure | NVIDIA, Peter (OpenClaw creator), Hermes teamNVDA | Jensen Huang: Agentic systems require fine-grained controllability and sandboxing; OpenClaw, Hermes critical infrastructure for enterprise AI | Jensen Huang | Jensen Huang: The Mindset That Built NVI | 07/26 |
| 100 | customer | AMDAMD | AMD securing multi-gigawatt customer commitments for MI455/Helios: Anthropic 2GW, OpenAI 6GW deployment starting late 2026, signaling massive near-term capex acceleration and GPU supply tightness | Lisa Su | Advancing AI 2026 Replay | Build What's | 07/24 |
| 65 | other | AMDAMD | AMD projecting server CPU market will grow 50% to $200B by 2030, driven by agentic AI orchestration workloads requiring high-density CPU compute per-watt; Venice 256-core designed for 'agent sandboxes' represents emerging infrastructure category | Lisa Su | Advancing AI 2026 Replay | Build What's | 07/24 |
| 70 | infrastructure | AMDAMD | AMD launching MI350P air-cooled GPU for enterprise, targeting on-premise AI without facilities upgrade; signals enterprise datacenter constraint is power/cooling, not just capital; first sovereign exascale systems (Oak Ridge, Cines) committed to MI430X FP64 variant for 2027 | Lisa Su | Advancing AI 2026 Replay | Build What's | 07/24 |
| 55 | technology | NVIDIANVDA | Marc Raibert criticizes NVIDIA's physics simulation fidelity, notes improvement but signals open-source gap limiting robotics advancement | Marc Raibert | Fireside chat with Marc Raibert (RAI Ins | 07/24 |
| 65 | capex | AMDAMD | AMD accelerating product roadmap timelines; company targeting 3-6 month reduction in time-to-market via AI-driven design and verification | Lisa Su | LISA SU | CHAIR & CEO, AMD ADVANCING AI | 07/23 |
| 100 | bottleneck | IBMIBM | IBM Z mainframe cycle disruption: clients redirecting capex to servers/storage ahead of price increases, constraining distributed infrastructure supply | Jay Gambetta | IBM Quantum 10-Q filing — 2026-07-23 | 07/23 |
| 90 | technology | IBM, ConfluentIBM | Confluent acquisition ($11.6B, March 2026) positions IBM to capture data streaming and event-driven AI infrastructure dependencies | Jay Gambetta | IBM Quantum 10-Q filing — 2026-07-23 | 07/23 |
| 70 | bottleneck | Agility Robotics | Safety certification becomes critical blocker for humanoid deployment; regulatory validation infrastructure in high demand | Jonathan Hurst | Jonathan Hurst (Agility Robotics) on Hum | 07/22 |
| 60 | customer | Agility Robotics | Agility Robotics deploying Digit humanoids into GXO, Amazon, and Schaeffler facilities for bin/tote picking and parts loading | Jonathan Hurst | Jonathan Hurst (Agility Robotics) on Hum | 07/22 |
| 55 | technology | Agility Robotics | Humanoid hand design challenge: custom manipulators replacing five-fingered hands; gripper design a critical parameter | Jonathan Hurst | Jonathan Hurst (Agility Robotics) on Hum | 07/22 |
| 70 | infrastructure | Agility Robotics | Humanoid robot deployment requires full system safety stack: safety-rated power electronics, estop, data bus, and third-party validation | Jonathan Hurst | Jonathan Hurst (Agility Robotics) on Hum | 07/22 |
| 65 | partner | Google DeepMindGOOGL | Apptronik leveraging Google DeepMind partnership for AI model development in humanoid robotics | Jeff Cardenas | Apptronik's Jeff Cardenas on Robots for | 07/22 |
| 45 | capex | Apptronik | Apptronik scaling data collection infrastructure: 90,000 sq ft Robot Park facility for large-scale synthetic and teleoperation data generation | Jeff Cardenas | Apptronik's Jeff Cardenas on Robots for | 07/22 |
| 45 | technology | Apptronik | Cardenas identifies synthetic data generation as critical bottleneck and future frontier for humanoid robot training | Jeff Cardenas | Apptronik's Jeff Cardenas on Robots for | 07/22 |
| 30 | infrastructure | Geopolitical Competition & Policy | China has deployed $138B national robotics fund since 2021 and dominates robot adoption; US lacks coordinated national strategy | Jeff Cardenas | Apptronik's Jeff Cardenas on Robots for | 07/22 |
| 30 | bottleneck | Apptronik | Safety and liability constraints are primary gating factor for moving robots from back-of-house manufacturing to front-of-house and home applications | Jeff Cardenas | Apptronik's Jeff Cardenas on Robots for | 07/22 |
| 30 | technology | RAI Institute (Raibert's current venture) | Marc Raibert (RAI Institute): Robot dexterity matching human capability remains unsolved 5+ year R&D problem | Marc Raibert | Fireside chat with Marc Raibert (RAI Ins | 07/22 |
| 30 | technology | RAI Institute | Marc Raibert: Real-world robot mobility (e.g., subway/public transit navigation) remains unsolved; 5+ year R&D horizon through RAI Institute's Zurich office | Marc Raibert | Fireside chat with Marc Raibert (RAI Ins | 07/22 |
| 30 | bottleneck | RAI Institute | Marc Raibert: Robot programming remains a bottleneck; most robots require teams of skilled programmers and months of engineering vs. human workers who can learn tasks in 10-15 minutes | Marc Raibert | Fireside chat with Marc Raibert (RAI Ins | 07/22 |
| 30 | infrastructure | Boston Dynamics | Marc Raibert: Cultural and organizational readiness for robots in factories, warehouses, and homes remains a 10-year barrier to adoption | Marc Raibert | Fireside chat with Marc Raibert (RAI Ins | 07/22 |
| 45 | partner | Volkswagen GroupVWAGY | Rivian secured $5.8B software licensing deal with Volkswagen Group, validating vertically-integrated software stack as monetizable IP | RJ Scaringe | El CEO de Rivian, RJ Scaringe, presenta | 07/22 |
| 50 | partner | Mind Robotics | Rivian launching Mind Robotics, funded at >$1B, deploying industrial manufacturing robots into Rivian plants by early 2027 | RJ Scaringe | El CEO de Rivian, RJ Scaringe, presenta | 07/22 |
| 60 | customer | UberUBER | Rivian-Uber robo-taxi deal ($1.25B) targets 25 US and European cities starting 2028, requiring Level 4+ autonomous capability deployment | RJ Scaringe | El CEO de Rivian, RJ Scaringe, presenta | 07/22 |
| 35 | infrastructure | Rivian, TeslaTSLA | Rivian built proprietary charging network (Adventure Network) with 98-99% uptime, positioning as infrastructure alternative to Tesla | RJ Scaringe | El CEO de Rivian, RJ Scaringe, presenta | 07/22 |
| 35 | capex | RivianRIVN | Rivian spent 'many, many billions of dollars' on vertically-integrated software and electronics stack over 7-8 year development cycle | RJ Scaringe | El CEO de Rivian, RJ Scaringe, presenta | 07/22 |
| 85 | capex | IBM, U.S. Department of CommerceIBM | IBM committing $10B+ capex to quantum computing infrastructure, targeting 2029 fault-tolerant system via government partnership | Jay Gambetta | IBM Quantum 8-K filing — 2026-07-22 (ite | 07/22 |
| 65 | infrastructure | IBMIBM | IBM Distributed Infrastructure Power and Storage order backlog hit $500M with 37% YoY growth, signaling AI infrastructure demand acceleration | Jay Gambetta | IBM Quantum 8-K filing — 2026-07-22 (ite | 07/22 |
| 45 | infrastructure | Data Center Capacity | Data center buildout critical infrastructure bottleneck; massive capex acceleration required for AI training and inference separation | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 55 | bottleneck | Semiconductor Manufacturing | Chip fabrication capacity critical chokepoint; massive robot factories and chip fabs required by 2030s | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 45 | infrastructure | Physical Automation Supply Chain | Robotics manufacturing scale-up required; robot factories and physical automation critical to economic transformation by 2035-2037 | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 35 | partner | Safe Superintelligence Inc. | Ilya Sutskever's Safe Superintelligence Inc. founded post-OpenAI; pursuing alternative AI development path | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 45 | bottleneck | Regulatory Risk / Competitive Timeline | 2029 regulatory intervention expected to slow AI training; companies racing to complete capability milestones before regulatory window closes | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 35 | technology | OpenAI, Anthropic | Total research transparency proposed as regulatory requirement; commoditizes AI companies and enables competitive catch-up | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 45 | infrastructure | Energy Infrastructure | Power infrastructure critical bottleneck; massive sustained power demand from data centers and robot factories through 2030s | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 30 | partner | Geopolitical AI Competition | International AI development deal required; US-China data center inspection regime proposed to prevent competitive training | Leopold Aschenbrenner | The Final Job AI Will Replace By 2027:A | 07/21 |
| 85 | partner | AMD; AnthropicAMD | AMD ramping Helios MI455 at scale with Anthropic; 30x performance improvement drives inference-led compute TAM expansion to $1.4T by 2030 | Lisa Su | Lisa Su explains what's coming next in A | 07/21 |
| 80 | capex | AMD; AnthropicAMD | AMD investing $5B in Anthropic as strategic hardware-model alignment play; validates multi-year hyperscaler capex commitments requiring 12-18-24 month supply chain lead times | Lisa Su | Lisa Su explains what's coming next in A | 07/21 |
| 55 | material | NVIDIANVDA | AI physics simulation (weather, climate, aerodynamics) requires massive synthetic data generation; 200 terabytes of simulation data compresses to 200 MB model checkpoint, enabling million-times compression | Jensen Huang | NVIDIA Keynote Live at SIGGRAPH 2026 | 07/20 |
| 65 | capex | IBMIBM | IBM committing $10B+ to quantum over 5 years with $1B CHIPS funding; first fault-tolerant system by 2029 | Jay Gambetta | IBM Quantum 8-K filing — 2026-07-14 (ite | 07/14 |
| 80 | infrastructure | IBMIBM | IBM Distributed Infrastructure revenue +37% with $500M backlog; clients shifting capex to secure supply-constrained servers/storage ahead of price increases | Jay Gambetta | IBM Quantum 8-K filing — 2026-07-14 (ite | 07/14 |
| 65 | capex | Rivian Automotive, Inc.RIVN | Rivian securing $1.32B equity capital raise tied to DOE loan facility — signals accelerated capex for manufacturing expansion under federal financing arrangement | RJ Scaringe | Rivian 8-K filing — 2026-07-09 (items 8. | 07/09 |
| 65 | technology | D-Wave Quantum Inc.QBTS | D-Wave scaling quantum annealing to 100,000-qubit Advantage3 system; gate-model expansion via Quantum Circuits acquisition | Alan Baratz | D-Wave Quantum 8-K filing — 2026-07-07 ( | 07/07 |
| 75 | customer | D-Wave Quantum Inc., Ford Otosan, NTT DOCOMO, Pattison Food GroupQBTS | D-Wave reports 314% YoY growth in Advantage2 system usage; 200M+ problems submitted; production deployments across Ford, NTT DOCOMO, Pattison Food | Alan Baratz | D-Wave Quantum 8-K filing — 2026-07-07 ( | 07/07 |
| 65 | capex | Applied Optoelectronics, Inc.AAOI | Applied Optoelectronics committing $94.1M capex to new ISO Class 6 cleanroom fab (OMD3/FAB4) with January 2027 completion target | Thompson Lin | Applied Optoelectronics 8-K filing — 202 | 07/01 |
| 65 | capex | D-Wave Quantum Inc.QBTS | D-Wave awarded $100M CHIPS Act funding for quantum computing systems scaling | Alan Baratz | D-Wave Quantum 8-K filing — 2026-06-30 ( | 06/30 |
| 75 | partner | D-Wave Quantum Inc. (via Quantum Circuits, LLC subsidiary); Yale UniversityQBTS | D-Wave's Quantum Circuits subsidiary positioned as NSF partner for fault-tolerant quantum architecture | Alan Baratz | D-Wave Quantum 8-K filing — 2026-06-30 ( | 06/30 |
| 90 | partner | Rocket Lab Corporation / Iridium Communications Inc.RKLB / IRDM | Rocket Lab acquiring Iridium's globally-harmonized L-band spectrum and 66 operational LEO satellites for $8B; eliminates third-party launch dependency and guarantees orbital access as launch capacity tightens | Peter Beck | Rocket Lab 8-K filing — 2026-06-29 (item | 06/29 |
| 100 | capex | Rocket Lab Corporation; Deutsche Bank; Wells FargoRKLB; DB; WFC | Rocket Lab securing $3.6B committed bridge debt from Deutsche Bank and Wells Fargo to fund $8B Iridium acquisition, with mid-2027 close subject to FCC and Hart-Scott-Rodino clearance | Peter Beck | Rocket Lab 8-K filing — 2026-06-29 (item | 06/29 |