The Archive

OCR-Memory uses visual modality for dense long-horizon agent memory retrieval, reducing token costs vs. text-only summarization.

Saw a lot of hype around Blender MCP this week so I decided to actually test it with two real workflows instead of just reading about it. **Test 1: Build a scene from scratch** Typed one sentence describing a cyberpunk room. Claude handled the geometry, lighting, camera and render settings. Never touched a menu. Not everything in the prompt landed perfectly and this was a simple scenario — results will vary with anything more complex. But for basic setup work it was fast. **Test 2: Clean up a photogrammetry scan** Threw a raw KIRI Engine photogrammetry scan at it. Massey Ferguson tracto...

Multilingual ABSA evaluation across seven languages benchmarks transformer and instruction-tuned models under zero-shot and full-resource settings.

AI-native TDD framework operationalizes test-driven development as governance constraints in LLM-based multi-agent code generation.

Human-in-the-loop benchmarking framework evaluates LLMs on automated competency assessment for secondary mathematics using rubric-based evaluation.

Study quantifies enrollment and participation selection biases in federated learning that violate population representativeness assumptions.

Domain-adaptive pipeline fine-tunes small LMs for crisis translation via data retrieval, filtering, and preference optimization toward A2-level English.

Physics-guided graph neural ODEs for state estimation in digital twins under model uncertainty and sparse sensing.

Qwen releases FlashQLA, linear attention kernels delivering 2–3× forward and 2× backward speedup for on-device agentic inference via TileLang optimization.

LLM-driven multi-agent framework (Planner, Evolver, Evaluator) evolves logic synthesis technology mapping code via evolutionary search.

Multi-modal transformer for spacecraft celestial orientation via spherical topology, replacing traditional Lost-in-Space algorithms.

Lawsuits: OpenAI didn't report ChatGPT user to cops to protect Altman, IPO.

Mistral AI launches Mistral Medium 3.5 with remote coding agents in Vibe and Work mode in Le Chat for complex tasks.

Pipeline converting imperative programs to typed graphs using AST parsing and semantic embeddings (SentenceTransformer, CodeBERT) for verification artifact reuse.

Benchmark evaluating 72 LLMs on 270 harmful instructions for robotic health attendant safety; mean violation rate 54.4% across models.

Self-distillation method for LLM reasoning via partial-solution adaptive interpolation, balancing on-policy exploration with dense supervision.

Physics-informed transfer learning with mixture of experts for multi-site municipal waste incineration emission control under heterogeneous conditions.

Hierarchical cascading approach for Speech Sound Disorder classification using fine-tuned speech representation models, outperforms multimodal LLMs on SLPHelmUltraSuitePlus benchmark.

Reinforcement learning framework for stochastic electric truck routing under battery constraints and charging infrastructure uncertainty.

AI Council framework mitigates artificial consensus in multi-LLM policy simulation via architectural heterogeneity and coherence validation across value perspectives.

Reddit user reports that shorter, focused system prompts outperform long instruction blocks with Claude, challenging conventional multi-thousand-word prompt engineering.

Anecdotal robot incident from r/singularity with no substantive details or technical context.

A Baidu Apollo Go robotaxi in Wuhan, China. | Image: Bloomberg via Getty Images China has suspended new licenses for autonomous vehicles, Bloomberg reports, citing unnamed people familiar with the matter. The move comes after dozens of robotaxis operated by Chinese tech giant Baidu ground to a halt in traffic last month in Wuhan, creating chaos. The restrictions will prevent companies from adding new driverless cars to their fleets, expanding into new cities, or starting new test projects. It is unclear when officials will start issuing new licenses again. Bloomberg said the Wuhan incident al...

Troubleshooting guide for web search accuracy in Qwen 9B/27B/35B using searXNG, Firecrawl, Jina, and agent prompts.

GitHub employees fixed a critical remote code execution vulnerability in less than six hours last month. Wiz Research used AI models to uncover a vulnerability in GitHub's internal git infrastructure that could have allowed attackers to access millions of public and private code repositories. "Our security team immediately began validating the bug bounty report. Within 40 minutes, we had reproduced the vulnerability internally and confirmed the severity," explains Alexis Wales, GitHub chief information security officer. "This was a critical issue that required immediate action." GitHub's engi...

Intel earnings driven by AI CPU demand surge; analysis of competitive positioning and Terafab strategy questioned.

Anthropic released Blender MCP connector enabling Claude to directly control Blender via Python API for real-time 3D scene generation and modification.

We visited Scout AI's training ground where it's working on AI agents that give individual soldiers control of fleets of autonomous vehicles.

Reddit post about personal robot testing setup; anecdotal, lacks technical detail or reproducibility.