Author name: Carlos

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Data Machina #262

Mistral NeMo 12B SOTA. Standford TexGrad. Patch-Level Training. Stanford STORM. State of Open AI. State of Txt2SQL. 450 Real World ML Systems. Convolutional Kernel Networks. EV-5 Universal Embeddings

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Data Machina #261

Generative AI + Time-series Forecasting? The AI Agent Engineer. An Agentic Architecture? What’s Arena Learning? AlphaFold3 Visualised. GraphRAG + Neo4j. Internet of Agents. Memory3 for LLMs.

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Data Machina #260

Vision-Language Models Booming. PaliGemma. Phi-3 Vision. Florence-2. LLaVA-NeXT. ML in Video games. PCA in Latent Space. MosaicML Agents Framework. MoEs at Scale. GraphRAG. Image SSL on a Shoestring.

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Data Machina #259

Prompt Engineering 2.0. Automated Prompt Optimisation. AI Scaling Myths. AGI World Models. What’s an AI Agent? GenAI at LinkedIn. Failed AI Projects. Img2Txt2Txt Models. RAGFlow. JEPA Deep Dive.

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Data Machina #258

AI and While You Were Out IRL. DeepSeek Coder v2. Hermes2+Theta Llama-3 70B. Unique 3D. AutoIF. Infinity Instruct. Florence. Claude 3.5 onnet. Claudette. Agile RL. TexGrad. PlanRAG.

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Data Machina #257

Compound AI Systems, Txt2SQL & Data Agents. On Apple Intelligence Models. Lessons Building AI Agents. NVIDIA Nemotron-4 340B. New Memory Tuning. agentUniverse. Let’s Reproduce GPT-2. Mixture of Agents

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Data Machina #256

State Space Models (SSMs) An Alt to Transformers? Mamba-2. Chimera SSM Time-series. Audio Mamba. Sonic SSM Gen Voice. mamba.np. OSS Qwen-2 SOTA MLs. OSS LeRobot SOTA Robotics. Buffer of Thoughts.

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Data Machina #255

New Trends in AI-RAG and Graphs. GRAG. GNN-RAG. Property Graph. Unified RAG+LangGraph. GenAI Mindset. Transformer Agents 2.0. Falcon 2.0 11B LLMS/ VLMS. ToonCrafter. MusePose. ColdFusion. SymbCoT.

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Data Machina #254

State of AI Coding Agents. SWE-Agent. Amazon Q. Devin. OpenDevin. Devika. Blackbox AI. GPT-Engineer. ChatDev. KHOJ Personal AI Agents. Perplexica. CogVLM2. World Models.

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Data Machina #253

The Google AI Blast. Gemini Pro 1.5. Gemini 1.5 Flash. PaliGemma. Project Astra. Delegation to AI Agents. NVIDIA ChatQA 1.5. Parler-TTS Mini:Expresso. DeepMind CAT3D. Meta AI Chameleon. KANs Explained

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