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Diapositivas0:22EN
Matthew Berman· 18 oct 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 reuseInferenceInfraestructura y despliegue
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 & inferenceInfraestructura y despliegueInference+2
0:41EN
Matthew Berman· 28 ago 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.InferenceInfraestructura y despliegueAI agents
Diapositivas0:48EN
Matthew Berman· 25 ago 2026Matthew Berman on Earning From Idle Mac Compute With DarkbloomMatthew Berman · Forward FutureA proposed network of Apple Silicon Macs could serve AI inference, but the earnings shown are projections that depend on hardware, availability and demand.Distributed training & inferenceInferenceLocal inference+1
9 diapositivas13:09EN
Matthew Berman· 14 ago 2026AI News: Ultrafast Inference, Claude Watermarks and New ModelsMatthew Berman · Forward FutureMatthew Berman reviews an ultrafast coding preview, text watermarking, Grok Bot, open-weight models and Computer History.InferenceOpen-weight modelsAgentes de programación+2
1:24EN
Matthew Berman· 22 jul 2026Matthew Berman on Using Model Routing to Reduce AI CostsMatthew Berman · Forward FutureA short, sponsored explanation of splitting planning and coding between models of different cost, with a customer savings claim from DigitalOcean.AI cost & performanceInferenceAgentes de programación
0:24EN
Matthew Berman· 2 mar 2026A Surprise in AI Token Usage and CostsMatthew Berman · Forward FutureMatthew Berman reacts to a rising usage bill and notes why monitoring token consumption matters.AI cost & performanceInference
0:58EN
Matthew Berman· 13 feb 2026Why Inference Speed Matters for AI AgentsMatthew Berman · Forward FutureMatthew Berman argues that faster model output can make agent workflows more useful, pointing to new Claude and Codex releases in February 2026.InferenceAI cost & performanceAI agents
0:52EN
Matthew Berman· 13 feb 2026GPT-5.3-Codex-Spark Brings Faster Coding InferenceMatthew Berman · Forward FutureMatthew Berman highlights OpenAI's smaller coding model and its use of Cerebras hardware for low-latency responses.Agentes de programaciónInferenceSemiconductors
2 diapositivas0:24EN
Matthew Berman· 26 ene 2026Matthew Berman Checks His Clawdbot Token CostsMatthew Berman · Forward FutureA short usage check reveals unexpectedly high model spending over two days.AI cost & performancePersonal agentsInference
5 diapositivas17:44EN
Matthew Berman· 17 ene 2026Recursive Language Models: Extending Long-Input Work Beyond a Context WindowMatthew Berman · Forward FutureMatthew Berman examines an MIT research approach that lets language models inspect external text and make sub-calls, along with its benchmark and cost tradeoffs.Ingeniería de contextoInferenceEvaluaciones+2
3 diapositivas12:13EN
Matthew Berman· 15 ene 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
Diapositivas1:33EN
Matthew Berman· 15 ene 2026OpenAI’s Cerebras Deal and the Limits of a 100× Speed ClaimMatthew Berman, Andrew Feldman · Forward FutureMatthew Berman discusses OpenAI’s 2026 agreement for Cerebras inference capacity and a speed chart. The contract and comparison require more context than the video’s headline provides.OpenAIInferenceSemiconductors+1
3 diapositivas2:05:47EN
Matthew Berman· 10 ene 2026AI Agents, Open Models and Inference: Forward Future Live with Reflection AI, Microsoft and CerebrasMatthew Berman, Nick Wentz, Ioannis Antonoglou, Sam Schillace, Andrew Feldman · Forward FutureIoannis Antonoglou, Sam Schillace and Andrew Feldman discuss reinforcement learning, software workflows and AI infrastructure with Matthew Berman and Nick Wentz.Reinforcement LearningOpen-weight modelsAgentes de programación+2
2 diapositivas1:38EN
Matthew Berman· 29 dic 2025NVIDIA’s Groq Licensing Deal and the Inference MarketMatthew Berman · Forward FutureMatthew Berman discusses why NVIDIA licensed Groq’s inference technology and hired members of its team.SemiconductorsInferenceAI cost & performance+1
2 diapositivas11:34EN
Matthew Berman· 25 dic 2025Nvidia’s Groq Licensing Deal: AI Inference, Talent and Competitive StrategyMatthew Berman, Jonathan Ross · Forward FutureGroq investor Matthew Berman examines a non-exclusive technology license and the move of senior Groq staff to Nvidia, and speculates about the future of AI chips.SemiconductorsInferenceAI Strategy+1
2 diapositivas1:02EN
Matthew Berman· 31 oct 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.InferenceInfraestructura y despliegueAI cost & performance
3 diapositivas14:07EN
Matthew Berman· 23 oct 2025Inside Cerebras’s Oklahoma City AI Data CenterMatthew Berman, Andrew Feldman, Billy Wooten · Forward FutureMatthew Berman tours the facility with Cerebras CEO Andrew Feldman and Scale Data Centers COO Billy Wooten, exploring wafer-scale chips, liquid cooling and backup power. Their performance and expansion figures are presented as company claims from 2025.SemiconductorsInfraestructura y despliegueInference+2
6 diapositivas2:03:35EN
Matthew Berman· 4 oct 2025Agentic Commerce, Vibe Coding and Open AI Infrastructure: Forward Future LiveMatthew Berman, Nick Wentz, Emily Glassberg Sands, Eric Simons, Matt Hicks, Alex · Forward FutureStripe’s Emily Glassberg Sands, Bolt’s Eric Simons and Red Hat’s Matt Hicks discuss payments, software creation and inference in an October 2025 livestream.Agentic commerceAgentes de programaciónOpen Source+2
4 diapositivas8:47EN
Matthew Berman· 16 sept 2025Why Identical LLM Prompts Can Produce Different Answers at Temperature ZeroMatthew Berman · Forward FutureMatthew Berman explains Thinking Machines Lab’s work on batch-invariant inference and what its reproducibility experiment actually showed.InferenceAI researchObservabilidad y fiabilidad+1
4 diapositivas17:51EN
Matthew Berman· 28 ago 2025AI News in August 2025: Claude for Chrome, New Models and AI InfrastructureMatthew Berman · Forward FutureMatthew Berman reviews a browser-agent preview, model releases, reported Apple discussions and research on inference and weather.AI agentsOpen-weight modelsGenerative media+2
6 diapositivas12:10EN
Matthew Berman· 6 mar 2025Mercury Coder and Diffusion Language Models: Speed, Demos and LimitsMatthew Berman · Forward FutureMatthew Berman explores Inception’s 2025 coding model, comparing iterative text refinement with autoregressive generation and examining speed claims.Modelos y entrenamientoInferenceAgentes de programación+2
5 diapositivas10:01EN
Matthew Berman· 5 feb 2025DeepSeek R1 Code Optimization and a $3 Visual Counting ExperimentMatthew Berman · Forward FutureMatthew Berman examines a human-guided coding improvement and a small reinforcement-learning experiment, then considers their implications for AI research.Reinforcement LearningGPU programming & kernelsAI research+2
2 diapositivas30:29EN
Matthew Berman· 3 ene 2025How Researchers Think o1-Style Reasoning Models WorkMatthew Berman · Forward FutureMatthew Berman explains a research survey of policy initialization, rewards, search and reinforcement learning, and the open questions behind reasoning models.Reinforcement LearningModelos y entrenamientoAI research+1
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