AGI Dreams -- Archive

Complete archive of AI news digests

All Episodes

  1. The Invisible Attack Surface — When CSS and Memory Become Weapons -- 2026-02-18
  2. The Open-Weight Arms Race Heats Up -- 2026-02-17
  3. Context Drift — When Patience Becomes an Exploit -- 2026-02-16
  4. Local AI Development Implementation -- 2026-02-13
  5. Claude Opus 46 Safety and Capabilities Assessment -- 2026-02-12
  6. Local LLM Infrastructure and Optimization -- 2026-02-11
  7. Claude Code Evolution and Advanced Patterns -- 2026-02-10
  8. AI Security and Governance Challenges -- 2026-02-09
  9. AI Security Vulnerabilities and Exploits -- 2026-02-06
  10. AI Security and Safety Concerns -- 2026-02-05
  11. Agentic Coding Infrastructure and Tools -- 2026-02-04
  12. AI-Assisted Development Tools and Workflows -- 2026-02-03
  13. AI Security Vulnerabilities and Threats -- 2026-02-02
  14. Local AI Infrastructure and Optimization -- 2026-01-30
  15. AI Development Tools and Infrastructure -- 2026-01-29
  16. AI Development Infrastructure and Optimization -- 2026-01-28
  17. Local LLM Infrastructure and Resource Optimization -- 2026-01-27
  18. Local AI Infrastructure and Sovereignty -- 2026-01-26
  19. AI Security and Safety Frameworks -- 2026-01-23
  20. AI Security and Safety Concerns -- 2026-01-22
  21. AI Agent Security and Trust Infrastructure -- 2026-01-21
  22. Local AI Infrastructure and Model Management -- 2026-01-20
  23. AI Agent Development and Automation -- 2026-01-19
  24. AI Security Vulnerabilities and Attack Vectors -- 2026-01-16
  25. AI Security and Infrastructure Vulnerabilities -- 2026-01-15
  26. Open-Weight Model Releases and Architectures -- 2026-01-14
  27. Open-Weight AI Model Releases and Performance -- 2026-01-13
  28. Local LLM Performance and Optimization -- 2026-01-12
  29. AI Agent Development Tools and Frameworks -- 2026-01-09
  30. Local AI Infrastructure and Deployment -- 2026-01-08
  31. Open-Weight Model Releases and Frameworks -- 2026-01-07
  32. Local LLM Performance Infrastructure -- 2026-01-06
  33. Open-Weight Model Releases and Performance -- 2026-01-05
  34. AI Agent Development and Runtime Systems -- 2026-01-02
  35. Open-Weight Model Releases and Multimodal AI -- 2025-12-31
  36. Local LLM Performance and Optimization -- 2025-12-30
  37. Local LLM Development and Tools -- 2025-12-29
  38. AI Safety and Security Vulnerabilities -- 2025-12-23
  39. Open-Weight Model Releases and Performance -- 2025-12-22
  40. Open-Weight Model Releases and Development -- 2025-12-19
  41. Local LLM Development and Deployment -- 2025-12-18
  42. NVIDIA Nemotron 3 Model Release and Evaluation -- 2025-12-17
  43. AI Agent Frameworks and Autonomy -- 2025-12-16
  44. Local LLM Infrastructure and Deployment -- 2025-12-15
  45. Privacy Meets Production: Local AI Tradeoffs -- 2025-12-12
  46. Transformer Authors New Model Sparks Debate -- 2025-12-11
  47. LLM-as-Judge Falls to Confident Idiot Problem -- 2025-12-10
  48. Local RAG Gets Simpler With MCP -- 2025-12-09
  49. Smarter Memory for Giant AI Models -- 2025-12-08
  50. GPU Ownership vs API Costs: The Hidden Math -- 2025-12-05
  51. Abliterated Models: Norm-Preserving Guardrail Removal -- 2025-12-04
  52. Small Orchestrator Model Outperforms GPT-5 -- 2025-12-03
  53. GPU Showdown: Single Card vs Multi-GPU -- 2025-12-02
  54. Consumer GPUs Master FP8 Training -- 2025-12-01
  55. AMD Strix Halo Cluster Benchmarks -- 2025-11-28
  56. Custom Quantization Beats Pre-Built Models -- 2025-11-26
  57. Vulkans Uphill Battle Against CUDA Dominance -- 2025-11-25
  58. Privacy Hardware and the Local Stack -- 2025-11-24
  59. Local multimodal systems and compression -- 2025-11-21
  60. VRAM math goes mainstream: Tool calling finally behaves -- 2025-11-20
  61. Scale-out not cold starts: AI infra under attack better telemetry -- 2025-11-19
  62. Consumer PCIe reality check: When prompts become pulpits -- 2025-11-18
  63. Halftrillion runs at home: ShadowMQ and layered defenses -- 2025-11-17
  64. Encrypted chats still leak topics -- 2025-11-14
  65. Local LLM engineering gets sharper -- 2025-11-13
  66. Sharper vision through focus: Local runners get management layers -- 2025-11-12
  67. Agent guardrails move forward: Offensive testing meets hardening -- 2025-11-11
  68. Kubernetes stacks meet RAG reality -- 2025-11-10
  69. Fine-tuning giants locally: Open agents and research stacks -- 2025-11-07
  70. Vision models: quirks and fixes -- 2025-11-06
  71. Agent skills memory autonomy: Coordinating agents at scale -- 2025-11-05
  72. Agent frameworks go local-first -- 2025-11-04
  73. Local AI stacks meet reality: Efficient diffusion on AMD GPUs -- 2025-11-03
  74. Multimodal memory and perception -- 2025-11-02
  75. Faster loading leaner infra: DIY GPU rigs vs racks -- 2025-11-01
  76. Ontologies and procedural memory rise -- 2025-10-31
  77. Cloud privacy interception realities -- 2025-10-30
  78. Local models nail structure: Agents without the mystery box -- 2025-10-29
  79. Edge GPUs go realtime: Open models chase coding wins -- 2025-10-28
  80. Vision compression meets real datasets -- 2025-10-27
  81. Document intelligence moves beyond OCR -- 2025-10-26
  82. Qwen lands in llamacpp: MoE trade-offs and pruning realities -- 2025-10-25
  83. GPU ecosystems in flux: AI security: frameworks and browsers -- 2025-10-24
  84. RL training meets ops reality: Lighter multiagent heavier orchestration -- 2025-10-23
  85. Phones inch toward real local AI -- 2025-10-22
  86. Alwayson agents measured: GUI agents learn precision -- 2025-10-21
  87. Local-first AI goes practical: Agent plumbing with MCP bridges -- 2025-10-20
  88. Nanochat makes LLMs tangible: Routing across many models -- 2025-10-19
  89. Local GPUs hit real limits: Multimodal speech: promise potholes -- 2025-10-18
  90. AI landscape shifts competition sharpens -- 2025-10-17
  91. Memory hints and retrieval help small models reason -- 2025-10-16
  92. Lowprecision training hits stride -- 2025-10-15
  93. Cooperative prompts reshape alignment -- 2025-10-14
  94. Agents ship backends not certainty -- 2025-10-13
  95. Local coding LLMs on Apple Silicon -- 2025-10-12
  96. AMD-first LLM inference push: Tiny models big retrieval gains -- 2025-10-11
  97. Local multimodal catches up: Throughput MoE and templating -- 2025-10-10
  98. On-device models hit stride: Agentic tooling and MCP data -- 2025-10-09
  99. Browser LLMs go truly local: Local speech-to-speech matures -- 2025-10-08
  100. Legal LLMs reasoning and thinking -- 2025-10-07
  101. Local GPUs stretch their legs: Caches meet long contexts -- 2025-10-06
  102. Fine-tuning VRAM myths tested: Agents APIs and testing tools -- 2025-10-05
  103. Blackwell FP4 reality check: Local models now mobile -- 2025-10-04
  104. Reasoning wins benchmarks wobble -- 2025-10-03
  105. Local models at 32GB scale: Terminal agents minimal orchestration -- 2025-10-02
  106. Efficient LLMs and Attention Tradeoffs -- 2025-10-01
  107. Small Models Big Data Real Returns -- 2025-09-30
  108. MoE Models and Local Inference Tradeoffs -- 2025-09-29
  109. LLM Access Trust and Integrity Debates -- 2025-09-28
  110. Local LLM Hardware Bottlenecks and Workarounds -- 2025-09-27
  111. Open-Source LLMs Copyright and New Architectures -- 2025-09-26
  112. Community-Driven LLM Vulnerabilities Outpace Red Teams -- 2025-09-25
  113. Dual RTX Pro 6000 on PCIe x8: Myths Bottlenecks and Real-World Performance -- 2025-09-24
  114. H100 vs RTX 6000 PRO: The LLM Showdown -- 2025-09-23
  115. Self-hosted AI Interfaces Advancing -- 2025-09-22
  116. Local LLMs: Performance Workflows and Optimization -- 2025-09-21
  117. AI Model Security Safety and Trust Scoring -- 2025-09-20
  118. Big Models Bigger Benchmarks: Qwen3-Nexts Leap Forward -- 2025-09-19
  119. Model Management Cross-GPU Challenges and Performance Tweaks -- 2025-09-18
  120. Enterprise RAG Revolution: AI NPCs Enter Gaming -- 2025-09-17
  121. Local LLM Revolution on Mobile: AI Agents Beat Tech Giants -- 2025-09-16
  122. Performance Breakthroughs and Bottlenecks -- 2025-09-15
  123. Mega-Efficient AI Models Emerge -- 2025-09-14
  124. Hardware for Affordable LLM Inference -- 2025-09-12
  125. Big leaps in local and enterprise AI inference -- 2025-09-10
  126. Renting beats buying for most: Open models for languages and the edge -- 2025-09-09
  127. Hybrid LLM Reasoning Tokenization and Deep Recursion -- 2025-09-08
  128. Language Translation Model Advances and Challenges -- 2025-09-07
  129. Advances in Local Private and Efficient Edge AI -- 2025-09-06
  130. Foundation Models Evolve: Voice Language Image -- 2025-09-05
  131. LLMs Coding and Local Deployment Advice -- 2025-09-04
  132. Next-Gen Retrieval: GraphRAG Minimalist RAG and Knowledge Visualization -- 2025-09-03
  133. MoE Architecture Debates and Pragmatic Choices -- 2025-09-02
  134. Fine-tuning for Fun and Function -- 2025-09-01
  135. VLM Benchmark Realities: Social Reasoning and Local Agents -- 2025-08-31
  136. Microcontroller LLMs Break Size Barriers -- 2025-08-30
  137. LLM Performance Breakthroughs: Audio Generation Revolution -- 2025-08-29
  138. Local Language Model Innovations and Benchmarks -- 2025-08-28
  139. Local AI Hardware Scaling Dilemma -- 2025-08-27
  140. Hardware tradeoffs for local AI inference -- 2025-08-26
  141. Expanding Code AI: Qwen-Code Agentic Ecosystems -- 2025-08-25
  142. State-of-the-Art Reasoning Model Showdowns -- 2025-08-24
  143. Practical Acceleration in LLM and AI Pipelines -- 2025-08-23
  144. Local LLM Inference Breakthroughs -- 2025-08-22
  145. Local AI Ecosystem Thrives with New Tools -- 2025-08-21
  146. Breakthrough Model Releases: Model Optimization Advances -- 2025-08-20
  147. wrench: ROCm Performance Claims Scrutinized -- 2025-08-19
  148. LocalAI Modernizes Modular Backends -- 2025-08-18
  149. Hardware Limits for Local Models -- 2025-08-17
  150. Hardware Compatibility Challenges -- 2025-08-16
  151. Video Processing Advances: Local Inference Breakthroughs -- 2025-08-15
  152. computer: LLM Performance Optimization -- 2025-08-14
  153. Local AI Infrastructure Evolution -- 2025-08-13
  154. Local Models Break Performance Barriers -- 2025-08-12
  155. Local AI Models Push Accessibility -- 2025-08-11
  156. AMD ROCm7 Boosts Local AI: New Models Optimization Advances -- 2025-08-10
  157. Security Concerns Spotlighted: Agent Ecosystem Expands Rapidly -- 2025-08-09
  158. Small models big gains: Training at scale faster -- 2025-08-08
  159. Open Models and the New LLM Landscape -- 2025-08-07
  160. Agentic Coding Assistants and Local Autonomy -- 2025-08-06
  161. Local Model Breakthroughs: GLM-45 Air and Qwen3-30B -- 2025-08-05
  162. Open Models Local Tools and the New AI Stack -- 2025-08-04
  163. Hierarchical Reasoning: A Leap Beyond CoT -- 2025-08-03
  164. Hardware Choices Shape Local AI Workflows -- 2025-08-02
  165. Qwen3 Models Push Local AI Forward -- 2025-08-01
  166. Modern LLMs: Under the Hood: Open Efficient MoE Models Dominate -- 2025-07-31
  167. LLM Inference: Enterprise vs Home -- 2025-07-30
  168. Community-Driven LLM Security: New Findings -- 2025-07-29
  169. Open Models Challenge Closed Giants -- 2025-07-28
  170. Security Safety and LLM Vulnerabilities -- 2025-07-27
  171. Real-World Table Intelligence: Challenges and Progress -- 2025-07-26
  172. Qwen3-235B Advances GPT-5 Teasers and LLM Reasoning Progress -- 2025-07-25
  173. Adaptive Retrieval and RAG for Developer LLMs -- 2025-07-24
  174. Small Models Big Reasoning Gains -- 2025-07-23
  175. Local LLMs: Hardware Models and Practical Tradeoffs -- 2025-07-22
  176. Language Models and Reasoning in Focus -- 2025-07-21
  177. Hardware Realities for Massive LLMs -- 2025-07-20
  178. Argument Mining: LLMs Benchmarks and Pitfalls -- 2025-07-19
  179. Linear Attention Breakthroughs in Image Generation -- 2025-07-18
  180. Encoder-Decoders Fair Model Comparisons and the T5Gemma Debate -- 2025-07-17
  181. Local LLM Hardware: 5K to 25K Rigs Compared -- 2025-07-16
  182. Hardware Bottlenecks and LLM Inference -- 2025-07-15
  183. OpenAIs Open Model and the Reasoning Race -- 2025-07-14
  184. AI4Research: Mapping the State of AI Science -- 2025-07-13
  185. Open Source Model Distribution at a Crossroads -- 2025-07-12
  186. Local AI Agents and Privacy-First Productivity Tools -- 2025-07-11
  187. Hardware Model Selection and Local LLMs -- 2025-07-10
  188. Hardware and Model Speed: Why Commercial LLMs Are So Fast -- 2025-07-09
  189. Model Size Performance and Local LLM Choices -- 2025-07-08
  190. Multi-LLM Coding Workflows Emerge -- 2025-07-07
  191. Local LLMs: Continuity Privacy and Usefulness -- 2025-07-06
  192. Open-Source LLMs: Local Coding Model Formats and Tooling -- 2025-07-05
  193. Kyutai TTS Redefines Real-Time Voice AI -- 2025-07-04
  194. Local LLM Launchers and Tooling Advances -- 2025-07-03
  195. Consumer Hardware for Local LLMs -- 2025-07-02
  196. 🖥️ Local LLMs: Quantization, Hardware, and Usability -- 2025-07-01
  197. 🧑‍💻 Small Models, Big Surprises: Jan-nano and MCP -- 2025-06-30
  198. 🧑‍💻 Small LLMs Find Real-World Utility -- 2025-06-29
  199. 🖥️ Local Model Management Tools Simplify AI Workflows -- 2025-06-28
  200. 🧑‍💻 Ollama, RAG, and the Local LLM Ecosystem -- 2025-06-27
  201. 🧠 DeepSeek R1 Surpasses Expectations in Benchmarks -- 2025-06-26
  202. 🐕 Shisa V2 405B: Japan's LLM Milestone -- 2025-06-25
  203. 🧑‍💻 Open-Source AI Agents Advance on SWE-bench -- 2025-06-24
  204. 🧑‍💻 Model Context Protocol: Real-World Adoption and Security Moves -- 2025-06-23
  205. 🧑‍💻 Local, Private LLM Workflows Advance -- 2025-06-22
  206. 🧠 Autonomous AI Agents Get Smarter -- 2025-06-21
  207. 🖥️ Local AI Speech: Speed & Accuracy Leap -- 2025-06-20
  208. 🖥️ Open-Source LLMs: Hardware, Performance, Frustrations -- 2025-06-19
  209. 🖥️ Progress in Local LLMs: Speed, Context, Vision -- 2025-06-18
  210. 🧑‍💻 DeepSeek R1 Sets New Benchmark -- 2025-06-17
  211. 🖥️ PCIe Bandwidth: Key to Fast Inference -- 2025-06-16
  212. 🧮 Dataset Deduplication Speeds Up LLMs -- 2025-06-15
  213. 🧠 Progress in LLM Reasoning and Quantization -- 2025-06-14
  214. 🖥️ Budget AI Hardware: AMD, Nvidia, Apple -- 2025-06-13
  215. 🧑‍💻 Qwen 2 -- 2025-06-12
  216. 🤖 System Prompt Learning Boosts Local LLMs -- 2025-06-11
  217. 🧑‍💻 Open Models Narrow AI Gap -- 2025-06-10
  218. 🧩 Embedding Engines: Same Model, Divergent Results -- 2025-06-09
  219. 🧑‍💻 Open Source Models Rival SOTA Video -- 2025-06-08
  220. 🖥️ Local LLMs: DIY at Every Scale -- 2025-06-07
  221. 🖥️ Desktop AI Tools Get Lighter, Smarter -- 2025-06-06
  222. 🖥️ Local LLM Hardware: Bottlenecks, Scaling, Choices -- 2025-06-05
  223. 🧑‍💻 Local AI on Phones: Privacy, Power, Progress -- 2025-06-04
  224. 🖥️ GPU Choices for Local AI Enthusiasts -- 2025-06-03
  225. 🧑‍💻 Autonomous Novel Writing Gets Smarter -- 2025-06-02
  226. 🖥️ Local AI: Hardware, Cost, and Privacy Calculus -- 2025-06-01
  227. 🧑‍💻 Math Reasoning Models Get Cheaper, Smarter -- 2025-05-31
  228. 🧑‍💻 Advances in Local and Open Source LLMs -- 2025-05-30
  229. 🖥️ Local LLM Hardware Choices Compared -- 2025-05-29
  230. 🖥️ Local Model Deployment Simplified -- 2025-05-28