OpenAI Gears Up for Blazing-Fast Coding with Cerebras Partnership
Analysis
Key Takeaways
“Sam Altman confirms faster Codex is coming, following OpenAI’s recent multi billion dollar partnership with Cerebras.”
“Sam Altman confirms faster Codex is coming, following OpenAI’s recent multi billion dollar partnership with Cerebras.”
“The new Ryzen AI Max+ 392 has popped up on Geekbench with a single-core score of 2,917 points and a multi-core score of 18,071 points, posting impressive results across the board that match high-end desktop SKUs.”
“Standing beside him, Huang Renxun immediately responded, "That's right!"”
“TSMC reports Q4 net profit up 35% YoY to a record ~$16B, handily beating estimates, as it benefited from surging demand for AI chips”
“The U.S. may allow shipments of rather powerful AI processors to China on a case-by-case basis, but with the U.S. supply priority, do not expect AMD or Nvidia ship a ton of AI GPUs to the People's Republic.”
“NVIDIA founder and CEO Jensen Huang told attendees… ‘a blueprint for what is possible in the future of drug discovery’”
“"Marvell和英特尔正在加快步伐,但Melius依然最看好英伟达和博通。"”
“AMD CEO Lisa Su will take to the stage at 6:30 p.m. PT to outline the company's latest advances at CES 2026.”
“I’m now achieving 30x real-time speeds on an i7-12700KF. To put that in perspective: it processes one minute of audio in just 2 seconds.”
“Micron has secured another major vote of confidence from the Taiwanese government, winning approval for an additional NT$4.7 billion (approximately $149 million) in subsidies to expand HBM research and development in Taiwan.”
“Neural operators are a powerful novel tool for high-performance control when hidden low-dimensional structure can be exploited, yet they remain fundamentally constrained by the intrinsic dimensional complexity in more challenging settings.”
“Professor Haohuan Fu will be a speaker at the GAIR conference, presenting on 'Earth System Model Development Supported by Super-Intelligent Fusion'.”
“By directly extracting multiple bits from the digitized output of the entropy source, we achieve a single-channel random bit generation rate of 1.536 Tb/s, while four-channel parallelization reaches 6.144 Tb/s with no observable interchannel correlation.”
“The findings show that omnidirectional polarization-independent nonreciprocity can be achieved utilizing multilayer structures with different magnetization directions that do not follow simple vector summation.”
“The device achieves an open-circuit voltage up to 0.6 V, a responsivity of 809 mA/W, and a fast response time of 18.3 us.”
“The switching polarity is dictated by chirality rather than charge current polarity.”
“Outputs at any time t depend only on a fixed-length context window preceding t.”
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“The paper develops a dynamic CKM construction method for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems.”
“Active VGC dynamically manages runtime objects using a concurrent mark and sweep strategy tailored for parallel workloads, reducing pause times by up to 30 percent compared to generational collectors in multithreaded benchmarks.”
“LogosQ leverages Rust static analysis to eliminate entire classes of runtime errors, particularly in parameter-shift rule gradient computations for variational algorithms.”
“"As a business unit within Qualcomm, Arduino continues to make independent decisions on its product portfolio, with no direction imposed on where it should or should not go," Bedi said. "Everything that Arduino builds will remain open and openly available to developers, with design engineers, students and makers continuing to be the primary focus.... Developers who had mastered basic embedded workflows were now asking how to run large language models at the edge and work with artificial intelligence for vision and voice, with an open source mindset," he said.”
“SOFT enables the simulation of noisy quantum circuits containing non-Clifford gates at a scale not accessible with existing tools.”
“The article explains the technical process of fine-tuning an LLM to respond in the Kansai dialect.”
“The paper finds that the complexity of solving the Poisson equation can either increase or decrease with the Reynolds number, depending on the specific flow being simulated (e.g., Navier-Stokes turbulence vs. Burgers equation).”
“FUSCO achieves up to 3.84x and 2.01x speedups over NCCL and DeepEP (the state-of-the-art MoE communication library), respectively.”
“The chips that determine the right to decide are no longer in the hands of Silicon Valley.”
“Copper King Ascends?”
“"Doing GPUs must simultaneously support three features: a complete graphics pipeline, tensor computing cores to support AI, and high-precision floating-point units to meet high-performance computing."”
“The paper elucidates ergotropy underlying mechanisms in general QBs and establishes a rigorous framework for optimizing ergotropy and charging efficiency.”
“"Qingrong Technology has excellent comprehensive autonomous capabilities in the field of functional composite dielectric film materials, from materials to processes, and its core products, high-frequency copper clad laminates and high-performance film capacitors, are globally competitive."”
“I wish this GPU VRAM upgrade modification became mainstream and ubiquitous to shred monopoly abuse of NVIDIA”
“The research focuses on energy-efficient liquid cooling in AI data centers.”
“Strong short-range order emerges when W content exceeds about 30 wt%, producing distinct diffuse scattering and significantly enhancing strain-hardening capacity.”
“GaDE leverages GPU acceleration for the time-dependent Dirac equation.”
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“The research focuses on predicting mechanical performance, flowability, and porosity in Ultra-High-Performance Concrete (UHPC).”
“The key to this cluster's success is the RDMA over Thunderbolt 5 feature introduced in macOS 26.2, which allows one Mac to directly read the memory of another without CPU intervention.”
“This round of financing will be used for production line expansion, core equipment research and development, and market expansion in high-frequency communication, new energy, and AI servers.”
“This acquisition... signals its strong ambition to solidify its dominance in the AI hardware sector.”
“LG Electronics Japan will release the 26.5-inch '27GX790B-B' as a new model in the 'UltraGear OLED' series of gaming monitors equipped with organic EL.”
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“Focus on low-latency and low-complexity MLSE.”
“The article's focus on short-blocklength LDPC decoders suggests an application in scenarios where low latency is critical, such as high-speed communication or real-time data processing.”
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“The paper focuses on preconditioning techniques for Hybridizable Discontinuous Galerkin Discretizations on GPU Architectures.”
“NVIDIA will continue to develop and distribute Slurm as open-source, vendor-neutral software.”
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