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2 slides32:20EN
Matthew Berman· Oct 23, 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
1:52EN
Matthew Berman· Jul 19, 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 & performanceInfrastructure & deploymentAI Strategy+1
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
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
2 slides7:57EN
Matthew Berman· Jan 22, 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.Infrastructure & deploymentOpenAIAGI+1
Slides1:00EN
Matthew Berman· Oct 31, 2024AI Growth and the Pressure on Electricity InfrastructureMatthew Berman · Forward FutureMatthew Berman considers how the power demands of AI and data centers could affect grids, emissions and competition for resources.EnergyInfrastructure & deployment
2 slides23:52EN
Matthew Berman· Sep 4, 2024AI News in September 2024: Compute Clusters, Agents and AI PaymentsMatthew Berman · Forward FutureMatthew Berman reviews early reports on future models, a Minecraft simulation, mixed-reality devices and agent transactions.Multi-agent systemsInfrastructure & deploymentAgentic commerce+2
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
0:58EN
Matthew Berman· Jul 11, 2024NVIDIA NIM: Containerized AI Inference MicroservicesMatthew Berman · Forward FutureA sponsored overview of NVIDIA’s approach to packaging model inference for local and cloud applications.Infrastructure & deploymentModels & training
2 slides0:53EN
Matthew Berman· Jun 7, 2024NVIDIA’s Computex Keynote: Digital Humans, Weather and RoboticsMatthew Berman · Forward FutureMatthew Berman briefly reviews Jensen Huang’s announcements on AI-generated characters, weather modeling, Blackwell hardware and factory robots.Generative mediaInfrastructure & deploymentRobotics
Slides0:59EN
Matthew Berman· Jun 6, 2024NVIDIA’s Computex 2024 AI AnnouncementsMatthew Berman · Forward FutureMatthew Berman reviews gaming assistants, digital characters, AI laptops and developer tools in an NVIDIA partner video.AI interface designGenerative mediaInfrastructure & deployment
8 slides13:19EN
Matthew Berman· Jan 18, 2024Running a Local Language Model as an Offline BackupMatthew Berman · Forward FutureMatthew Berman demonstrates a 2024 local-model setup, from selecting a quantized model and storing it on an external drive to planning backup power.Local inferenceFoundation ModelsInfrastructure & deployment+1
4 slides7:02EN
Matthew Berman· Oct 18, 2023Connecting AutoGen to a RunPod-Hosted Model with Text Generation WebUIMatthew Berman · Forward FutureIn a 2023 walkthrough, Matthew Berman connects AutoGen to Dolphin 2.1 Mistral 7B through an OpenAI-compatible API and tests a small coding task.Agent engineeringOpen-weight modelsMulti-agent systems+2
3 slides4:42EN
Matthew Berman· Oct 17, 2023Connecting AutoGen to a Local Model With LM StudioMatthew Berman · Forward FutureMatthew Berman demonstrates an early local-model setup and explains where agent behavior still needs work.AgentsOpen-weight modelsInfrastructure & deployment
3 slides8:17EN
Matthew Berman· Jun 22, 2023Using OpenLLM to Serve Open Models Through an APIMatthew Berman · Forward FutureMatthew Berman demonstrates a local model server, its interactive API and a Python client in a 2023 walkthrough.Open-weight modelsInferenceInfrastructure & deployment+1
6 slides11:49EN
Matthew Berman· Jun 1, 2023Testing Wizard-Vicuna 30B: Responses, Reasoning, and CodeMatthew Berman · Forward FutureMatthew Berman examines a model marketed as uncensored, demonstrates a 2023 cloud setup, and runs an informal collection of tests.Models & trainingEvalsAI Safety+1
5 slides8:05EN
Matthew Berman· Mar 29, 2023A 2023 Guide to Running the Original GPT4All Model LocallyMatthew Berman · Forward FutureMatthew Berman demonstrates an early CPU-based GPT4All release, its terminal installation and the resources available for fine-tuning.Open-weight modelsModels & trainingInfrastructure & deployment