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Slides0:22EN
Matthew Berman· Oct 18, 2026DeepSeek's Memory Use: A Short Claim About KV CacheMatthew Berman · Forward FutureMatthew Berman links lower cache memory use to serving more tokens, but the excerpt does not state the comparison behind its figures.KV caching & prefix reuseInferenceInfrastructure & deployment
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Matthew Berman· Sep 18, 2026NVIDIA PAIR Routes Local AI Requests Across ComputersMatthew Berman · Forward FutureMatthew Berman demonstrates NVIDIA's local-network router for distributing AI inference work among compatible machines.Local inferenceInfrastructure & deploymentAI agents
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Matthew Berman· Sep 2, 2026Matthew Berman on Using Idle Computers for AI InferenceMatthew Berman · Forward FutureBerman points to Darkbloom as a way to put spare computing capacity to work on AI models, while raising the question of how far distributed inference can go.Distributed training & inferenceInfrastructure & deploymentInference+2
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Matthew Berman· Aug 28, 2026Could Faster AI Agents Shift More Work to the Cloud?Matthew Berman · Forward FutureMatthew Berman reflects on a conversation about faster inference and local-computer limits. Whether the CPU is a bottleneck depends on the particular agent workload and execution environment.InferenceInfrastructure & deploymentAI agents
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Matthew Berman· Jul 30, 2026Qualcomm's Edge-to-Cloud AI StrategyMatthew Berman · Forward FutureIn a sponsored short, Matthew Berman argues that AI infrastructure across devices and data centers could be an important business opportunity.Infrastructure & deploymentSemiconductorsAI Strategy
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Matthew Berman· Jul 15, 2026DeepSeek and Zhipu Reportedly Explore Custom AI ChipsMatthew Berman · Forward FutureMatthew Berman discusses 2026 reports of Chinese model developers pursuing their own processors and the strategic appeal of controlling more of their AI infrastructure.SemiconductorsInfrastructure & deploymentGeopolitics
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Matthew Berman· May 7, 2026Why Berman Prefers Cloud Agents to Keeping a Laptop OpenMatthew Berman · Forward FutureA short video contrasts locally running agents with remote environments that can continue after a laptop is closed.Coding agentsInfrastructure & deploymentAgent orchestration
8 slides1:41:11EN
Matthew Berman· Apr 22, 2026Anthropic’s Usage Limits, Compute Constraints and Competition: A Livestream DiscussionMatthew Berman, Dario Amodei · Forward FutureMatthew Berman examines Claude Code pricing tests, third-party agent rules and capacity pressures, contrasting Anthropic’s approach with OpenAI and other competitors.AnthropicCoding agentsInfrastructure & deployment+2
6 slides13:08EN
Matthew Berman· Apr 8, 2026Anthropic Changes Claude Subscription Access for OpenClaw UsersMatthew Berman · Forward FutureMatthew Berman discusses a 2026 billing change, uncertainty around agent tools and why he favors a multi-model strategy.AI agentsAgent engineeringPricing+2
5 slides25:15EN
Matthew Berman· Apr 8, 2026Matthew Berman on Claude Mythos, Project Glasswing and AI SecurityMatthew Berman · Forward FutureBerman examines Anthropic’s limited cybersecurity preview and its reported capabilities, then weighs the promise and risks of increasingly capable AI systems.AI securityInfrastructure & deploymentEvals+2
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Matthew Berman· Feb 8, 2026GPU Prices, Memory Shortages and the Possibility of Older Nvidia CardsMatthew Berman · Forward FutureMatthew Berman discusses 2026 GPU price pressure and a possible return to older graphics generations.GPU programming & kernelsInfrastructure & deployment
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Matthew Berman· Jan 15, 2026OpenAI’s Cerebras Deal and the Race for Faster AI InferenceMatthew Berman, Andrew Feldman, Greg Brockman · Forward FutureMatthew Berman explains why inference speed and computing capacity matter, while a closer look at the agreement and benchmark puts his 100-times-faster scenario in context.InferenceSemiconductorsOpenAI+2
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Matthew Berman· Jan 9, 2026Memory Shortages and Gaming GPU Prices: Nvidia’s Options in 2026Matthew Berman · Forward FutureMatthew Berman discusses rising memory costs and a possible revival of older graphics cards, while separating predictions from Nvidia’s actual commitments.SemiconductorsInfrastructure & deploymentAI cost & performance
5 slides9:41EN
Matthew Berman· Dec 9, 2025AI News in December 2025: Devstral 2, Agent Standards and Data-Center PowerMatthew Berman · Forward FutureMatthew Berman discusses model-release predictions, open agent infrastructure and ideas for powering terrestrial and space-based computing.Coding agentsMCPOpen-weight models+2
5 slides22:48EN
Matthew Berman· Nov 25, 2025Matthew Berman on Gemini 3 and the AI Competitive LandscapeMatthew Berman · Forward FutureA November 2025 strategy scorecard weighs models, infrastructure, chips, distribution and data across major AI companies.AI StrategyFoundation ModelsInfrastructure & deployment+2
6 slides17:03EN
Matthew Berman· Nov 7, 2025AI News: Google’s Space Data Center Study, AI Deals and New Media ModelsMatthew Berman · Forward FutureMatthew Berman reviews a proposed space-based computing system, reported AI infrastructure deals, new image and video models, and a dispute over shopping agents.Infrastructure & deploymentAI cost & performanceGenerative media+2
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Matthew Berman· Oct 31, 2025Inside a Cerebras Data Center in Oklahoma CityMatthew Berman · Forward FutureMatthew Berman tours the facility and explains its wafer-scale chips, racks and cooling system.InferenceInfrastructure & deploymentAI cost & performance
5 slides16:12EN
Matthew Berman· Oct 18, 2025AI News in October 2025: Claude Skills, DGX Spark and a Proposed AGI MeasureMatthew Berman, Jensen Huang, Elon Musk, Jeff Bezos · Forward FutureMatthew Berman reviews product announcements, early research and predictions, from reusable agent skills to orbital data centers.Agent skillsAI researchInfrastructure & deployment+2
2 slides0:58EN
Matthew Berman· Sep 26, 2025Microsoft’s Nebius GPU Infrastructure AgreementMatthew Berman · Forward FutureIn a sponsored video, Matthew Berman discusses a 2025 infrastructure agreement and Nebius’s AI services.Infrastructure & deploymentAI cost & performanceModels & training
Slides6:16EN
Matthew Berman· Dec 8, 2024Running Stable Diffusion 3.5 with ComfyUI on a Cloud GPUMatthew Berman · Forward FutureIn a Vultr-sponsored 2024 tutorial, Matthew Berman sets up a GPU instance and generates images with ComfyUI. Licensing, security, and prices require attention beyond the demonstration.Generative mediaInfrastructure & deploymentOpen-weight models+1
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Matthew Berman· Aug 29, 2024NVIDIA Adds Multi-LoRA Serving to Its RTX AI ToolkitMatthew Berman · Forward FutureIn an NVIDIA-partnered video, Matthew Berman describes using multiple adapters with one base model and a vendor-reported throughput gain.Fine-tuningInferenceInfrastructure & deployment
3 slides7:43EN
Matthew Berman· Jul 17, 2024How to Run STORM for AI-Assisted ResearchMatthew Berman · Forward FutureMatthew Berman demonstrates Stanford’s research tool, from its 2024 local setup to a cited article about dogs. The interface runs locally, while his demonstration relies on external AI and search APIs.AI agentsAI researchOpen Source+1
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Matthew Berman· Jul 17, 2024ASUS Vivobook S 15: A Copilot+ PC with an NPUMatthew Berman · Forward FutureMatthew Berman introduces the laptop and its local AI features in a sponsored short.Product & UXInfrastructure & deployment
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Matthew Berman· Jun 27, 2024NVIDIA Tools for Game Streaming and Video EffectsMatthew Berman · Forward FutureIn a sponsored 2024 short, Matthew Berman describes hardware video encoding and NVIDIA Broadcast features for streamers.Creator EconomyGenerative mediaInfrastructure & deployment
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