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Mon 24 Aug · 9 stories · 4 sections

Agents & tooling 1 item

Inherent, founded by DeepMind alumni with $50M seed, says its Faraday agent beats GPT-5.5 at reproducing research-paper findings.

Research & papers 2 items

SemiAnalysis: across LLM eras - scaling, reasoning, agentic - open models have halved the time to catch the first closed model.
Agentic ASR pairs a speech model with an LLM editor that fixes transcripts over turns, cutting semantic errors up to 20x.

Business & policy 4 items

Nvidia tells top customers that system prices, including Vera Rubin and Grace Blackwell, will jump 15%+ starting early 2027.
Ramp data via FT: Fable 5 plateaus at ~11% of Anthropic tool spend as firms shift to cheaper models; Opus 5 has overtaken it.
Nvidia plans to use its $6B Poolside deal to build an open-weight US model to rival DeepSeek and Kimi, WSJ sources say.
Anthropic's bankers floated a $100B+ IPO raise at a valuation near $2T in recent talks with potential investors, NYT reports.

Also notable 2 items

Ox Alpha, a stealth model with 1M-token multimodal context and 100T free tokens/day, goes viral on OpenRouter; clues point to Zhipu.
XDA hands-on: Qwen 3.8 27B running locally finishes a binary reverse-engineering job in 30 minutes, rivaling frontier models.
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