TechniqueRLHF / Alignment1 recent entries23 Apr 2026ICLR 2026: 12 papers on making AI systems reliable, efficient, and secureA 7B agent that beats GPT-4o. Lossless weight compression that speeds up inference by 177%. An arena where 23 teams battled across 103,000 adversarial rounds. This year at ICLR, Lambda is presenting t
TechniqueAgents8 recent entries30 Jul 2026Keeping 100k battles of untrusted agent code in their laneIn March 2026, Lambda ran AgentBeats, an AI agent security competition in which teams submit two kinds of agents: an attacker that tries to manipulate a target LLM into doing something harmful, and a
TechniqueMultimodal7 recent entries23 Apr 2026ICLR 2026: 12 papers on making AI systems reliable, efficient, and secureA 7B agent that beats GPT-4o. Lossless weight compression that speeds up inference by 177%. An arena where 23 teams battled across 103,000 adversarial rounds. This year at ICLR, Lambda is presenting t→3 Jun 2026How Kodiak trains the brain behind 28 driverless trucksTwenty-eight trucks, and no humans in the cab. As of March 31, 2026, Kodiak's autonomous driving system, the Kodiak Driver, runs commercial freight on public roads across long-haul trucking, and indus→1 Jul 2026Lambda’s keynote at the ALVR workshop co-located with ACL 2026Lambda Labs presented a keynote address at the ALVR (Augmented Language and Vision Research) workshop, which was held in conjunction with ACL 2026, a major computational linguistics conference. The pr→16 Sept 2026MLPerf Inference v6.1: pioneering agent, VLM benchmarksMLPerf Inference v6.1 introduced the first agentic workload run on datacenter hardware and evaluated a model with more than one trillion parameters (Kimi K2), setting a new benchmark for scale. The te→17 Sept 2026Closing the loop: agentic evaluation for image editing foundation modelsWhy evaluating image editing models is both critical and challenging Instruction-based image editing is becoming a core capability of multimodal foundation models. Users can increasingly edit images s→24 Sept 2026Building multimodal models for spatial reasoningWhat is spatial reasoning? AI is moving beyond the digital world. The next generation of AI systems needs to understand and interact with physical environments, from robots to autonomous systems navig→1 Oct 2026From world models to active agents: the next step for physical AIGenerative AI has made remarkable progress in creating increasingly realistic representations of the world. Image models can synthesize photorealistic scenes, video models can generate complex dynamic
TechniqueSafety2 recent entries23 Apr 2026ICLR 2026: 12 papers on making AI systems reliable, efficient, and secureA 7B agent that beats GPT-4o. Lossless weight compression that speeds up inference by 177%. An arena where 23 teams battled across 103,000 adversarial rounds. This year at ICLR, Lambda is presenting t→3 Jun 2026How Kodiak trains the brain behind 28 driverless trucksTwenty-eight trucks, and no humans in the cab. As of March 31, 2026, Kodiak's autonomous driving system, the Kodiak Driver, runs commercial freight on public roads across long-haul trucking, and indus