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Machinebrief (auto-discovered)

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14:40
2026-08-04
machinebrief.com
artificial-intelligence

AI helps Microsoft bug hunters chase a record $20M payday

Microsoft Corp. paid a record $20 million in bug bounties to 562 researchers between July 1, 2025, and June 30, 2026, up from $17 million to 344 researchers the previous year, driven by expanded eligi…

13:09
2026-08-04
machinebrief.com
artificial-intelligence

Cloud giants pour nearly $600B into capex as AI demand surges

Amazon, Google, and Microsoft reported surging cloud revenues and capital expenditures for Q2 2026, with Amazon raising its 2026 capex forecast to approximately $220 billion and Google raising its ran…

07:30
2026-08-04
machinebrief.com
ai-policy

UK mulls making employers ask before installing bossware

The UK Department for Business and Trade is considering requiring employers in Great Britain to consult workers before deploying workplace monitoring technology (WMT), including AI-powered productivit…

04:00
2026-08-04
machinebrief.com
machine-learning

AdaMTP: An Adaptive Training Paradigm for Multi-Token Prediction

Researchers propose AdaMTP, an adaptive training paradigm for multi-token prediction that dynamically aligns prediction horizons with sequence predictability, outperforming standard MTP across mathema…

04:00
2026-08-04
machinebrief.com
large-language-models

Gaokerena: A Small Persian Medical Language Model Family

Researchers introduced Gaokerena, a family of compact Persian medical language models, with Gaokerena-V improving a translated medical MMLU benchmark from 46.28% to 49.31% and Gaokerena-R achieving 52…

04:00
2026-08-04
machinebrief.com
large-language-models

CurveShift: Is Agent Progress Scalar? Separating Level from Shape

A new arXiv preprint (2608.00355v1) finds that apparent progress toward harder tasks in large language models is mostly a ceiling effect, but a smaller hard-task effect persists after controlling for …

04:00
2026-08-04
machinebrief.com
natural-language-processing

Writing-System-Level Tokenizer Adaptation for Byte-Level BPE

A new arXiv paper (2608.00582v1) introduces BPE-guided insertion, a method to adapt byte-level BPE tokenizers to underrepresented languages without changing the model vocabulary size. On Ukrainian ada…

04:00
2026-08-04
machinebrief.com
artificial-intelligence

OoO-Spec: Out-of-Order Semantic Speculation for Fast Tool Calling

Researchers introduced OoO-Spec, an out-of-order semantic speculation method that speeds up LLM tool calling by predicting function choices and argument values in parallel. Across seven targets and th…

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