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ChannelMatthew Berman
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Matthew Berman· Nov 15, 2024Test-Time Training Improves ARC Puzzle Results in an MIT StudyMatthew Berman · Forward FutureMatthew Berman explains a 2024 paper that adapts a language model to each puzzle at inference time and combines its predictions with program synthesis.AI researchReasoning & test-time computeBenchmarks+1
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Matthew Berman· Nov 13, 2024AI and Scientific Discovery: A 2024 Video’s Withdrawn StudyMatthew Berman · Forward FutureMatthew Berman discusses AI-assisted research and recursive improvement; the central preprint was later withdrawn over serious data-validity concerns.AI for scienceAI researchAGI
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Matthew Berman· Nov 12, 2024Building a Research and Writing Flow with CrewAIMatthew Berman, João Moura · Forward FutureMatthew Berman and CrewAI founder João Moura build and debug a two-crew workflow for planning and drafting educational articles.Agent orchestrationAgent engineeringMulti-agent systems+2
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Matthew Berman· Nov 7, 2024Connect Obsidian to a Local AI Model with LM StudioMatthew Berman · Forward FutureMatthew Berman outlines a way to connect an Obsidian note-taking plugin to a model running on your own computer.Local inferenceProductivityHuman-AI Collaboration
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Matthew Berman· Nov 6, 2024An IBM Visit: Granite Models, InstructLab and Quantum ComputingMatthew Berman · Forward FutureMatthew Berman previews a longer discussion of IBM’s small AI models, model customization and quantum research.Models & trainingAI research
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Matthew Berman· Nov 6, 2024Comparing Three Local Coding ModelsMatthew Berman · Forward FutureMatthew Berman introduces a sponsored comparison of DeepSeek Coder V2, Yi-Coder and Qwen Coder running on a workstation.Local inferenceCoding agentsOpen-weight models
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Matthew Berman· Nov 3, 2024IBM Granite 3.0 and InstructLab: Small Models for Enterprise AIMatthew Berman · Forward FutureMatthew Berman reviews IBM's 2024 model family and its approach to adding domain knowledge. IBM partnered on the video and invited him to its event.Models & trainingEnterprise AIFine-tuning+2
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Matthew Berman· Nov 2, 2024Comparing Three Local Coding Models on Games and Programming ChallengesMatthew Berman · Forward FutureMatthew Berman runs DeepSeek-Coder-V2 Lite, Yi-Coder 9B, and Qwen2.5-Coder 7B on a sponsored workstation. Their results vary by task and include manual corrections.Open-weight modelsEvalsSoftware engineering+2
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Matthew Berman· Nov 1, 2024ChatGPT Search vs. Perplexity: A 2024 First LookMatthew Berman · Forward FutureMatthew Berman tests the newly launched search feature on podcast links, mistaken identities, restaurant maps, Factorio and stock questions.OpenAISearch & retrievalProduct & UX+1
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Matthew Berman· Oct 31, 2024OpenAI DevDay London: o1 Coding and Realtime Voice DemosMatthew Berman · Forward FutureMatthew Berman reviews a drone-control coding demo, a voice-powered travel assistant and an interactive solar-system lesson from October 2024. The voice examples used the Realtime API, which at launch was powered by GPT-4o rather than o1.OpenAIVoice AIComputer use+2
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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
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Matthew Berman· Oct 30, 2024AI News in October 2024: Apple Intelligence, Coding Assistants, Search, and AgentsMatthew Berman · Forward FutureMatthew Berman reviews the first Apple Intelligence release, new coding tools, AI search disputes, local models, and reports of browser agents.AI agentsAI AdoptionCoding agents+2
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Matthew Berman· Oct 29, 2024Zamba2-7B: A Hybrid Mamba–Transformer Model Tested on Coding and ReasoningMatthew Berman · Forward FutureMatthew Berman compares Zyphra’s efficiency claims with his own informal tests, including Python games, spatial puzzles and simple word tasks.Models & trainingOpen-weight modelsBenchmarks+2
3 slides24:40EN
Matthew Berman· Oct 26, 2024Miles Brundage on Leaving OpenAI and Preparing for AGIMatthew Berman · Forward FutureMatthew Berman reviews the departing policy researcher’s argument for independent governance work, public readiness and a more equitable distribution of AI’s benefits.AI RegulationAGISafety & governance+2
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Matthew Berman· Oct 25, 2024Testing the Updated Claude 3.5 Sonnet: Coding, Reasoning and VisionMatthew Berman · Forward FutureMatthew Berman tries the October 2024 model on Python games, logic puzzles and images, with mixed results and some ambiguous grading.BenchmarksCoding agentsEvals+1
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Matthew Berman· Oct 24, 2024AI News: Copilot Agents, Claude Computer Use and New Generative MediaMatthew Berman · Forward FutureMatthew Berman surveys a crowded week of AI announcements in October 2024, from enterprise agents and open models to image, video and voice tools.AI agentsComputer useOpen-weight models+2
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Matthew Berman· Oct 23, 2024Claude 3.5 Sonnet’s 2024 Computer-Use Beta: Demos and LimitsMatthew Berman · Forward FutureMatthew Berman reviews Anthropic’s updated models and shows how a beta agent navigated software with screenshots and tool actions.Computer useAI agentsBenchmarks+2
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Matthew Berman· Oct 19, 2024AI News in October 2024: Swarm, Blackwell, Video Models and Edge AIMatthew Berman · Forward FutureMatthew Berman reviews a wide range of announcements, including OpenAI’s experimental agent framework and new models from NVIDIA and Mistral.AI agentsSemiconductorsGenerative media+2
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Matthew Berman· Oct 18, 2024Saturnin Pugnet on AGI, Worldcoin and Proving Human IdentityMatthew Berman, Saturnin Pugnet · Forward FutureThe Worldcoin founding team member discusses AI scaling, openness, biometric personhood and a speculative future of abundance with Matthew Berman.AGI TimelinesAI SafetyOpen-source ecosystems+2
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Matthew Berman· Oct 15, 2024Liquid Foundation Models: Company Benchmarks and a Hands-On TestMatthew Berman · Forward FutureMatthew Berman reviews Liquid AI’s 2024 model and memory claims, then tries the 40B preview on coding, logic, and instruction-following prompts.Foundation ModelsEvalsBenchmarks+2
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Matthew Berman· Oct 11, 2024Tesla’s 2024 “We, Robot” Event: Cybercab, Robovan and Optimus in ContextMatthew Berman, Elon Musk · Forward FutureMatthew Berman reacts to Tesla’s robotaxi showcase and Elon Musk’s predictions, with later context on production and human-assisted robot demonstrations.Autonomous DrivingRoboticsAutonomous Systems
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Matthew Berman· Oct 11, 2024João Moura and Matthew Berman on Tesla’s Robotaxi Vision and Building AI AgentsMatthew Berman, João Moura, Elon Musk · Forward FutureA 2024 livestream examines Tesla’s Cybercab and Optimus announcements, then turns to CrewAI, enterprise agent workflows and a small model comparison.AI agentsAutonomous DrivingRobotics+2
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Matthew Berman· Oct 10, 2024Testing OpenAI o1 on Planning, Rules and Spatial ReasoningMatthew Berman · Forward FutureMatthew Berman reviews a 2024 pilot study comparing o1-preview, o1-mini and GPT-4 on six planning domains.EvalsReasoning & test-time computeAI research+2
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Matthew Berman· Oct 4, 2024Matthew Berman Tests the First ChatGPT Canvas BetaMatthew Berman · Forward FutureA 2024 walkthrough explores side-by-side code and writing edits, unexpected shortcut behavior and platform risk for AI developers.OpenAIProduct & UXHuman-AI Collaboration+1
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