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16:54
2026-07-12
arxiv.org
artificial-intelligence

Automation Without Understanding

A new essay argues that the United States is making a strategic error by weakening its human mathematical pipeline at the same time AI systems begin producing research-level mathematics, citing the May 2026 AI disproof o…

13:45
2026-07-12
age-of-product.com
artificial-intelligence

You Have an AI Working Agreement. Write It Down

Teams already have unwritten rules for AI use, but these fragile habits fail when people leave or onboard. An AI Working Agreement codifies what is delegated to AI, what stays human, and how decisions evolve, turning sca…

08:23
2026-07-12
machinebrief.com
artificial-intelligence

AI's World Model: A Reality Check

The AI industry's claims about world models being revolutionary are met with skepticism due to a lack of empirical evidence and real-world applications. Despite billions in investment, these models remain largely theoret…

17:00
2026-07-11
arxiv.org
large-language-models

Argument Collapse: LLMs Flatten Long-Form Public Debate

A new study finds that large language models (LLMs) cause 'argument collapse' in public debate, with only 3.4% of LLM-generated main arguments being unique within a debate compared to 65.3% for humans. Analyzing over 23,…

14:56
2026-07-11
londoncentric.media
autonomous-vehicles

We tried London's first driverless bus

London tested its first driverless bus on public roads, an Ohmio autonomous pod that follows a fixed route in Barnes, south west London. The vehicle, which weighs only three tonnes, is being considered as a solution for …

04:55
2026-07-11
machinebrief.com
artificial-intelligence

Reinforcement Learning: A Double-Edged Sword in Continual AI Training

Researchers introduced the MRCL benchmark to test reinforcement learning's effectiveness in continual post-training for vision-language models, finding that RL alone does not prevent catastrophic forgetting. They propose…

03:25
2026-07-11
dev.to
artificial-intelligence

DEV Passion Fuel Station: Keeping the Open Source Fire Burning

A developer built DEV Passion Fuel Station, a single-page HTML5 web app that uses the Gemini 1.5 Flash API to analyze developer sentiment and burnout metrics, returning actionable tasks to sustain project momentum. The a…

02:02
2026-07-11
sourcefeed.dev
developer-tools

The Cost of the Compiler in the Age of AI

Scarf, a developer tools company, is migrating its core web API from Haskell to Python after seven years, citing the high cost of Haskell's slow compilation in an era of AI-generated code and agentic workflows. The decis…

21:03
2026-07-10
arxiv.org
ai-safety

Prismata: Confining cross-site prompt injection in web agents

Researchers introduced Prismata, a defense against cross-site prompt injection in autonomous web agents that enforces contextual least privilege by dynamically deriving permission labels for page content and mechanically…

17:36
2026-07-10
discuss.huggingface.co
large-language-models

Are We Benchmarking the Wrong Thing? A Humor Leaderboard for LLMs

A new leaderboard evaluates large language models on their ability to predict which joke humans find funniest, framing the metric as 'human humor preference prediction' rather than a test of genuine humor understanding. …

16:07
2026-07-10
arxiv.org
machine-learning

Generalizing LLMs to PLTs: Probabilistic Language Tries

Researchers introduced probabilistic language tries (PLTs), a unified framework that represents prefix structures from generative models, enabling optimal lossless compression, policy representation for decision-making, …

14:51
2026-07-10
forum.effectivealtruism.org
ai-safety

Seeking feedback and collaborators for an AI welfare project

Public health physician Juliana Grant is seeking feedback and collaborators for a proposal to create a multi-lineage AI model panel that reviews safety evaluations for welfare concerns. The panel would deliberate on ethi…

13:24
2026-07-10
arxiv.org
large-language-models

DominoTree

Researchers introduced DominoTree, a training-free best-first draft tree method for speculative decoding that uses Domino's conditional correction to achieve up to 6.6x speedup over autoregressive decoding on Qwen3-4B ac…

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