Jekyll2026-08-19T23:26:20+00:00https://bits-bytes-nn.github.io/feed.xmlBits, Bytes and Neural NetworksA tech blog focusing on AI/ML paper reviews and latest research trendsJonas KimWriting Context Into Your Data — AI-Ready Data, Semantic Layers, Knowledge Graphs, Ontologies2026-07-27T12:00:00+00:002026-07-27T12:00:00+00:00https://bits-bytes-nn.github.io/insights/data-architecture/2026/07/27/ai-ready-data-semantic-layer-knowledge-graph-enJonas Kim데이터에 맥락을 새겨 넣는 법 — AI Ready Data, Semantic Layer, Knowledge Graph, Ontology2026-07-27T12:00:00+00:002026-07-27T12:00:00+00:00https://bits-bytes-nn.github.io/insights/data-architecture/2026/07/27/ai-ready-data-semantic-layer-knowledge-graphJonas KimAmazon Bedrock AgentCore를 하네스로 읽다2026-04-12T12:00:00+00:002026-04-12T12:00:00+00:00https://bits-bytes-nn.github.io/insights/agentic-ai/2026/04/12/agentcore-harness-engineering-analysisJonas KimFrom Prompts to Harnesses — Four Years of AI Agentic Patterns2026-04-05T12:00:00+00:002026-04-05T12:00:00+00:00https://bits-bytes-nn.github.io/insights/agentic-ai/2026/04/05/evolution-of-ai-agentic-patterns-enJonas Kim프롬프트에서 하네스까지 — AI 에이전틱 패턴 4년의 기록2026-04-05T12:00:00+00:002026-04-05T12:00:00+00:00https://bits-bytes-nn.github.io/insights/agentic-ai/2026/04/05/evolution-of-ai-agentic-patternsJonas KimClaude Code Architecture Analysis2026-03-31T12:00:01+00:002026-03-31T12:00:01+00:00https://bits-bytes-nn.github.io/insights/agentic-ai/2026/03/31/claude-code-architecture-analysisJonas KimClaude Code 내부 아키텍처 분석2026-03-31T12:00:00+00:002026-03-31T12:00:00+00:00https://bits-bytes-nn.github.io/insights/agentic-ai/2026/03/31/claude-code-source-map-leak-analysisJonas KimDeepSeek-V3.2: Pushing the Frontier of Open Large Language Models2025-12-02T09:25:14+00:002025-12-02T09:25:14+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2025/12/02/deepseek-v3.2--pushing-the-frontier-of-open-large-language-modelsDeepSeek AIKimi K2: Open Agentic Intelligence2025-07-28T05:35:43+00:002025-07-28T05:35:43+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2025/07/28/kimi-k2--open-agentic-intelligenceMoonshot AIGemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities2025-07-07T17:36:04+00:002025-07-07T17:36:04+00:00https://bits-bytes-nn.github.io/paper%20reviews/multimodal-learning/2025/07/07/gemini-2.5--pushing-the-frontier-with-advanced-reasoning--multimodality--long-context--and-next-generation-agentic-capabilitiesGoogle DeepMindQwen3 Technical Report2025-05-14T13:41:34+00:002025-05-14T13:41:34+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2025/05/14/qwen3-technical-reportAlibaba GroupGemma 3 Technical Report2025-03-25T15:52:34+00:002025-03-25T15:52:34+00:00https://bits-bytes-nn.github.io/paper%20reviews/multimodal-learning/2025/03/25/gemma-3-technical-reportGoogle DeepMindDeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning2025-01-22T15:19:35+00:002025-01-22T15:19:35+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2025/01/22/deepseek-r1--incentivizing-reasoning-capability-in-llms-via-reinforcement-learningDeepSeek AIZep: A Temporal Knowledge Graph Architecture for Agent Memory2025-01-20T16:52:48+00:002025-01-20T16:52:48+00:00https://bits-bytes-nn.github.io/paper%20reviews/retrieval-augmented-generation/2025/01/20/zep-a-temporal-knowledge-graph-architecture-for-agent-memoryPreston Rasmussen et al.DeepSeek-V3 Technical Report2024-12-27T04:03:16+00:002024-12-27T04:03:16+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2024/12/27/deepseek-v3-technical-reportDeepSeek AITulu 3: Pushing Frontiers in Open Language Model Post-Training2024-11-22T18:44:04+00:002024-11-22T18:44:04+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2024/11/22/tulu-3--pushing-frontiers-in-open-language-model-post-trainingAllen Institute for AIPixtral 12B2024-10-09T17:16:22+00:002024-10-09T17:16:22+00:00https://bits-bytes-nn.github.io/paper%20reviews/multimodal-learning/2024/10/09/pixtral-12bMistral AILightRAG: Simple and Fast Retrieval-Augmented Generation2024-10-08T08:00:12+00:002024-10-08T08:00:12+00:00https://bits-bytes-nn.github.io/paper%20reviews/retrieval-augmented-generation/2024/10/08/lightrag--simple-and-fast-retrieval-augmented-generationBeijing University of Posts and TelecommunicationsGemma 2: Improving Open Language Models at a Practical Size2024-07-31T19:13:07+00:002024-07-31T19:13:07+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2024/07/31/gemma-2--improving-open-language-models-at-a-practical-sizeGoogle DeepMindThe Llama 3 Herd of Models2024-07-31T17:54:27+00:002024-07-31T17:54:27+00:00https://bits-bytes-nn.github.io/paper%20reviews/language-models/2024/07/31/the-llama-3-herd-of-modelsMeta AI