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
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
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.
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.
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.
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.
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
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.
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.
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.
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