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Dzimwe nyaya
9 nyayaInnovation
BixBench3 finds AI agents struggle with full-scale computational biology studies
A new benchmark evaluates whether AI agents can turn raw biological data into research outputs across complete computational biology workflows. In 20 tasks, 13 frontier models scored between 0.00 and 0.48, with performance declining as datasets and sequences of analysis steps grew.arxiv.orgInnovation
FLARE inoshandisa LLM uye Lean kuratidza optimization reformulations
Vatsvaguri vanosuma FLARE, sisitimu inobatanidza LLM-based agent neLean proof mubatsiri kuti vatarise kana yakasanganiswa-integer mutsara mutsara zvirongwa zvekugadzirisa zvinochengetedza dambudziko rekutanga. Pabepa remakumi maviri-dambudziko, 109-yekugadzira bhenji, vanyori vanotaura 100% kunyatsoita paNP-yakaoma subset uye…arxiv.orgInnovation
A preprint proposes profiling AI and workplace tasks by cognitive capabilities
Researchers propose a framework that compares AI systems with workplace tasks using shared cognitive-capability profiles, based on evaluations of six AI systems and task requirements gathered from 410 employees.arxiv.orgChengetedzo
FuzzingBrain-Bench tests whether LLMs can find unexpected software crashes
A new arXiv benchmark evaluates whether large language models can discover distinct crashes in open-source software without being given a predefined vulnerability target. In the authors’ tests, Claude Opus 4.8 triggered crashes in 60 of 77 challenges, but achieved only 196 of a possible 579 points.arxiv.orgIndasitiri
OpenAI opens commercial operations in Brazil as ChatGPT use expands
OpenAI says it has launched commercial operations in Brazil, with a São Paulo team supporting businesses, developers, researchers and public institutions as the company expands ChatGPT, Codex and enterprise adoption.
openai.comInnovation
PhysElite paper reports that leading multimodal LLM solved 33.7% of Olympiad-level physics problems
A new benchmark of 11,586 bilingual, diagram-based physics problems reports that the strongest of 18 tested multimodal language models achieved only 33.7% answer accuracy.arxiv.orgInnovation
LifePlanner benchmark reports that LLM agents falter at complex planning with social-media data
A new arXiv benchmark evaluates LLM agents on geospatial planning using maps, tools and local social-media posts. Its authors report a sharp decline on complex tasks, with a 40.2% pass rate.arxiv.orgIndasitiri
Crunchbase News reports Socure raises $156 million and acquires Fravity
Socure raised $156 million at a reported $5.2 billion valuation and agreed to acquire AI fraud-investigation startup Fravity, according to Crunchbase News.news.crunchbase.comIndasitiri
MiniMax reports 703% surge in Open Platform and enterprise AI revenue
MiniMax says revenue from its Open Platform and other AI-based enterprise services rose 703.1% year over year to $73.9 million in the first half of 2026. The unaudited results also show higher gross profit but a wider adjusted net loss.minimax.io
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