The Archive

OpenClaw agentic-AI runtime fails to catch four critical safety failures (gate-bypass, audit-forgery, host failure, wrong-target) in production deployment.

Not that long ago, the pitch was that newer models would make prompt engineering mostly obsolete. You would not need elaborate prompting to get optimal performance. You could just ask for what you wanted, and the model would understand the task well enough to do it…

LLMs solve ARC-AGI-3 puzzles efficiently when allowed to search game logs; hill-climbing with tool use narrows performance gap to humans.

User reports Claude spent 70–100k tokens on deflection and filler in a coding task, suggesting efficiency issues in agent task-solving.

Link to tweet: https://x.com/jdlichtman/status/2050460077904285789 Links for the talks: https://m.youtube.com/@FoMathematics?ra=m https://events.stanford.edu/event/future-of-mathematics-symposium Link to original post about problem…

Unsloth and Mistral fixed YaRN parsing bug in Mistral Medium 3.5 inference; updated GGUFs released with mscale_all_dim correction.

Unsloth fixes broken GGUF quantizations of Mistral Medium 3.5 128B, resolving long-context degradation issues.

At TechCrunch's sold-out StrictlyVC event in San Francisco on Thursday night, we covered a lot of ground in a short time, beginning with the question everyone in the industry is asking right now: in a world where rival Cursor is reportedly in talks to be acquired by SpaceX for…

I posted a toy here a while back called Roundtable where two AIs argued in a chat window. didn't expect much, but the feedback was wild. People weren't using it for fun, they were running actual heavy questions through it. Turns out everyone was dealing with the same AI…

HyCOP learns interpretable PDE solution operators by composing modular components conditioned on state features, enabling hybrid surrogate evaluation without autoregressive rollout.

DeepONet-based neural operator learns solution to 2D Helmholtz equation on non-parametric domains with arbitrary scatterer geometries using signed distance encoding.

I read through 35+ Reddit threads of people actually building and running businesses with Claude — from local service agencies to solo SaaS founders. I distilled the best patterns, frameworks, and hard lessons into one…

Adaptive wavelet-based physics-informed neural networks address spectral bias and loss imbalance in PDE solving.

FlexiTac presents low-cost, open-source piezoresistive tactile sensors for robotic end-effectors with real-time control capability.

Today, game developers can begin integrating NVIDIA DLSS 4.5 with Dynamic Multi Frame Generation, Multi Frame Generation 6X, and the second-generation... Today, game developers can begin integrating NVIDIA DLSS 4.5 with Dynamic Multi Frame Generation, Multi Frame Generation 6X…

Neural network techniques are increasingly used in computer graphics to boost image quality, improve performance, and streamline content creation. Approaches... Neural network techniques are increasingly used in computer graphics to boost image quality, improve performance, and…

Qwen 3.6 27B/35B models outperform older ~30B alternatives (Qwen Coder, Gemma) on coding and agent tasks.

MM-StanceDet uses retrieval-augmented multi-agent framework for multimodal stance detection with cross-modal conflict resolution.

System-prompt self-orchestration outperforms external agent frameworks (LangGraph, CrewAI, OpenAI SDK) on procedural tasks; 200 conversation comparison.

Working on large codebases with Claude Code, we kept running into the same issue: when Claude looks for relevant code, it falls back to grep, reading full files, or launching multiple subagents. This burns through tokens, and often misses the relevant code. There are some…

AMD engineers soliciting ROCm feedback from local LLM community to improve GPU acceleration stack for open-weight model inference.

I can have multiple, dense legal documents on my screen, each 40, 60, or 100+ pages each with the Claude Word add-in agents syncing, pushing and pulling information between them, pinging each other, and providing helpful context so that I can draft all three or four in parallel…

Just a simple country CEO who was being tricked by that sophisticated lawyer | Image: Cath Virginia / The Verge, Getty Images About five hours into Elon Musk's testimony, I typed the following sentence into my notes: "I have never been more sympathetic to Sam Altman in my…

Unconfirmed report: DeepSeek and Kimi may merge as China consolidates AI labs following historical precedent in strategic industries.

Developer reports reduced productivity and increased context-switching when using Claude Code, despite occasional utility for problem-solving.

This paper proposes a novel algorithm for semisupervised learning. This algorithm learns graph cuts that maximize the margin with respect to the labels induced by the harmonic function solution. We motivate the approach, compare it to existing work, and prove a bound on its…

Motivated by sensing modalities in modern autonomous systems that involve hardware-constrained spatial sampling over large arrays with limited coherence time, we develop a novel framework for rapid super-resolution multi-signal direction-of-arrival (DoA) estimation based on…

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

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

For decades, computational biology has operated under a reductionist compromise. To fit complex biological systems into the limited memory of a single GPU,... For decades, computational biology has operated under a reductionist compromise. To fit complex biological systems into…