Clockwork.io erhält 31 Millionen US-Dollar für ausfallsichere KI-Infrastrukturen
#AIFabric @Clockwork #FaultTolerance #GPU #ITPressTour #ITPT #KIInfrastruktur #KIWorkload #künstlicheIntelligenz #LinkedIn
@ralf-ladner.bsky.social
@ralf-ladner.bsky.socialClockwork.io erhält 31 Millionen US-Dollar für ausfallsichere KI-Infrastrukturen
#AIFabric @Clockwork #FaultTolerance #GPU #ITPressTour #ITPT #KIInfrastruktur #KIWorkload #künstlicheIntelligenz #LinkedIn
@informaq.bsky.socialMajor expansion of magic state distillation protocol classification from length 38 to 54. Identified 74 optimal fault-tolerant quantum computing protocols—65 entirely new—advancing efficient resource-constrained qubit operations.
@informaq.bsky.socialDepth-one QAOA on near-symmetric optimization achieves constant success with surprisingly low fault-tolerant cost: Õ(n²) non-Clifford gates despite Θ(nℓ) clauses, enabled by small-angle synthesis of parametrically scaled rotation angles.
@informaq.bsky.socialNovel CSS codes enable direct transversal CCZ gates via physical T/T† rotations, eliminating magic-state distillation overhead. The Q₄₈ code achieves distance ≥3 at 48 qubits—advancing practical quantum error correction.
@futuregearai.bsky.socialarXiv paper shows LLMs can be trained to tolerate unreliable hardware, with error resilience growing alongside model size. Results from 40,000 GPU-hours suggest large models learn internal error-correcting…
#AIhardware #FaultTolerance #LLMs #EfficientInference
https://arxiv.org/abs/2610.10311
@informaq.bsky.socialAutomated search method reduces quantum error correction circuits by 40% in ancillas and 22% in gates while preserving fault tolerance, achieving 21% lower logical error rates for [[7,1,3]] Steane code.
@informaq.bsky.socialIBM advances to independent verification phase of DARPA's Quantum Benchmarking Initiative, enabling physical testing of its fault-tolerant quantum hardware, cryogenics, and software stack toward 2029 Starling system targets.
@informaq.bsky.socialQuEra applies NVIDIA's holistic platform design principles—extreme co-design, energy efficiency, hybrid architecture—to fault-tolerant quantum computing, treating fault tolerance as a central design constraint rather than deferred optimization.
@informaq.bsky.socialQuEra demonstrates validated neutral atom architecture for fault-tolerant quantum computing with 3,000-qubit continuous operation. 50x algorithmic speedup achieved; shift from lab demonstrations to commercial deployment underway.
@informaq.bsky.socialNeutral-atom quantum error correction codes achieved ultra-high encoding rates (~1/2), reducing physical qubits per logical qubit from hundreds to just over two, with error rates approaching one per trillion operations.
@informaq.bsky.socialQEC breakthroughs including lattice surgery demonstrations and 100x efficiency gains shift quantum computing from proof-of-concept to scalable engineering, reducing qubit overhead and bringing fault-tolerant systems closer to production.
@informaq.bsky.socialQuantum industry shifting from hype to measured progress. Quantinuum's Helix achieves 4.28× error improvement on real hardware; new QUOPS benchmark enables objective vendor comparison for fault-tolerant systems.
@informaq.bsky.socialQblox and Riverlane measured a complete error-correction loop in 6.886 µs at distance 3, reaching 9.866 µs at distance 7—meeting the 10 µs assumption critical for fault-tolerant quantum computing scalability.
@informaq.bsky.socialDOE launches $215M Quantum Genesis Q Competition targeting 100-200 logical qubits by 2028, plus $45M independent V&V testbed. Milestone-based funding and rigorous verification stress-test the fault-tolerance timeline.
@informaq.bsky.socialClassiq announced a Fault Tolerance Engine that translates optimized quantum programs into fault-tolerant execution plans and measures physical resources and reliability requirements for real quantum hardware deployment.
@informaq.bsky.socialNovel intermediate-qutrit decomposition reduces ancillary qubit requirements by 75% while maintaining P⁹ cost, achieving logarithmic-depth multi-controlled Toffoli gates for resource-efficient fault-tolerant quantum algorithms.
@informaq.bsky.socialQC Design's Meridian AI achieves over 10x reduction in logical error rates for fault-tolerant quantum computing design, outperforming published methods and general-purpose AI across 100+ design tasks.
@informaq.bsky.socialIonQ achieved real-time error correction using a dual-decoder architecture on a single CPU, demonstrating hundreds of logical qubits with minimal computational overhead—a major step toward fault-tolerant quantum computing.
@informaq.bsky.socialIonQ demonstrates industry-first real-time quantum error correction decoder on standard CPU, addressing critical noise vulnerability in physical qubits and advancing fault-tolerant quantum computing.
@informaq.bsky.socialQuantinuum advances quantum computing with QUOPS benchmarking system, validates Helix fault-tolerant architecture with record-low error rates, and demonstrates quantum advantage through superposition verification.