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Research2026-07-15 · source-backed
Built from production query data, it uses live evidence verification instead of static gold answers, which targets the exact failure of deep-research agents: plausible but unverified synthesis. (Latent Space) If you build or evaluate a research or RAG agent, this is a directly usable measuring stick grounded in real web traffic rather than a toy set.
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On Latent Space July 28, OpenAI core product engineering lead Akshay Nathan said Codex and ChatGPT Work combined reached 10 million users within two weeks of the July 9 launch, with monthly actives up more than 10x since January 2026. The number that should reframe your produc...
The Hrazdan facility opened August 8, scaling to 300 megawatts and 70,000+ NVIDIA Rubin and Blackwell GPUs by end of 2027, built on NVIDIA DSX (40% more GPUs on the same footprint) with Dell PowerEdge, Schneider Electric power and Vertiv cooling. NVIDIA intends to invest, foll...
Nemotron 3 Ultra ships with post-training detail (MOPD warmup, MTP for speculative decoding) and a new Nemotron Coalition adding Nous, Prime Intellect, and hcompany. Perplexity made it available to Pro/Max users same-day, pitched for long-running agents. Source: NVIDIA via Lat...
Nemotron-Terminal (arXiv:2602.21193, 66 HF upvotes) — First systematic study of data engineering for terminal/CLI agents. Terminal-Task-Gen pipeline with Dockerized environment interaction. Qwen3-initialized 8B model goes from 2.5% to 13.0% on Terminal-Bench 2.0. All checkpoin...
D-SCAN (SIGIR 2026) found the standard guardrail returns high confidence on compromised output. Their alternative signal is document-level attention dynamics: during a poisoned generation, attention concentrates on the injected document and entropy collapses, versus dispersed...
The Apache-2.0 visual workspace for building and deploying agentic workflows connects agents to 1,000+ integrations and LLMs, and reports 100K+ builders and a $7M Series A backed by Paul Graham and Perplexity. (Product Hunt) It targets production agents (Slack bots, compliance...
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