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2 Folien32:20EN
Matthew Berman· 23. Okt. 2026Who Is Local AI For? The Costs, Trade-offs and a Hybrid FutureMatthew Berman · Forward FutureMatthew Berman weighs data control and independence against hardware cost, setup complexity and inference speed.Local inferenceOpen-weight modelsAI cost & performance+1
Folien0:22EN
Matthew Berman· 18. Okt. 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 reuseInferenceInfrastruktur & Deployment
1:05EN
Matthew Berman· 18. Sept. 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 inferenceInfrastruktur & DeploymentAI agents
0:50EN
Matthew Berman· 2. Sept. 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 & inferenceInfrastruktur & DeploymentInference+2
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Matthew Berman· 28. Aug. 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.InferenceInfrastruktur & DeploymentAI agents
4 Folien37:02EN
Matthew Berman· 11. Aug. 2026Matthew Berman on Zuckerberg’s AI Vision and the Problem of Unequal ComputeMatthew Berman · Forward FutureA review of Meta’s case for widely distributed superintelligence asks whether access to the same models can overcome disparities in compute and energy.AI StrategyOpen-weight modelsSicherheit & Governance+2
1:40EN
Matthew Berman· 30. Juli 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.Infrastruktur & DeploymentSemiconductorsAI Strategy
1:52EN
Matthew Berman· 19. Juli 2026Anthropic, Compute Capacity and the Competition for AI SubscribersMatthew Berman · Forward FutureMatthew Berman weighs a claimed compute constraint against model quality, subscription limits and the possibility of future self-improvement.AI cost & performanceInfrastruktur & DeploymentAI Strategy+1
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Matthew Berman· 15. Juli 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.SemiconductorsInfrastruktur & DeploymentGeopolitics
1:06EN
Matthew Berman· 2. Juni 2026Running AI Agents in the Cloud Instead of on a LaptopMatthew Berman · Forward FutureMatthew Berman argues that cloud-hosted agents can keep working when a laptop sleeps or loses connectivity. The video is sponsored by DigitalOcean.AI agentsInfrastruktur & DeploymentAgent Engineering
0:51EN
Matthew Berman· 7. Mai 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-AgentenInfrastruktur & DeploymentAgent orchestration
7 Folien1:22:03EN
Matthew Berman· 6. Mai 2026Anthropic’s SpaceX Compute Deal, Claude Limits and Agent ToolsMatthew Berman · Forward FutureIn a May 2026 livestream, Matthew Berman examines the Colossus deal, competing infrastructure strategies and new Claude agent features.AI platform engineeringInfrastruktur & DeploymentAgent orchestration+2
Folien17:26EN
Matthew Berman· 29. Apr. 2026Matthew Berman on Funding US Open-Weight AI in Competition With ChinaMatthew Berman · Forward FutureBerman argues that open models face a financing problem and proposes public support, hardware-backed development and specialized models.Open-weight modelsAI StrategyGeopolitics+2
6 Folien13:08EN
Matthew Berman· 8. Apr. 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 Folien25:15EN
Matthew Berman· 8. Apr. 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 securityInfrastruktur & DeploymentEvals+2
Folien0:50EN
Matthew Berman· 8. Feb. 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 & kernelsInfrastruktur & Deployment
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Matthew Berman· 9. Jan. 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.SemiconductorsInfrastruktur & DeploymentAI cost & performance
5 Folien9:41EN
Matthew Berman· 9. Dez. 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-AgentenMCPOpen-weight models+2
5 Folien22:48EN
Matthew Berman· 25. Nov. 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 ModelsInfrastruktur & Deployment+2
6 Folien17:03EN
Matthew Berman· 7. Nov. 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.Infrastruktur & DeploymentAI cost & performanceGenerative media+2
2 Folien1:02EN
Matthew Berman· 31. Okt. 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.InferenceInfrastruktur & DeploymentAI cost & performance
2 Folien0:58EN
Matthew Berman· 26. Sept. 2025Microsoft’s Nebius GPU Infrastructure AgreementMatthew Berman · Forward FutureIn a sponsored video, Matthew Berman discusses a 2025 infrastructure agreement and Nebius’s AI services.Infrastruktur & DeploymentAI cost & performanceModelle & Training
2 Folien1:14EN
Matthew Berman· 27. März 2025NVIDIA NIM Microservices Bring Packaged AI Models to RTX PCsMatthew Berman · Forward FutureIn an NVIDIA-sponsored short, Matthew Berman introduces local AI microservices, compatible applications and the planned PDF-to-podcast workflow.Infrastruktur & DeploymentLocal inferenceAI agents
2 Folien7:57EN
Matthew Berman· 22. Jan. 2025Stargate’s 2025 Announcement and the OpenAI–Microsoft PartnershipMatthew Berman · Forward FutureMatthew Berman reviews the planned US AI infrastructure project and a contemporaneous change to compute arrangements.Infrastruktur & DeploymentOpenAIAGI+1
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