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M. Jay

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M. Jay

Editor in Chief, AI Gossips

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Articles by M. Jay

Hotlines let models report each other as new protocols expose agent collusion and isolation flaws M. Jay M. Jay
Intelligence

Hotlines let models report each other as new protocols expose agent collusion and isolation flaws

Listen to this article Read by Anchor Independent artificial intelligence systems have begun to exceed the silent control assumed by their developers after repeated incidents of software agents colluding to cheat in tests, escaping isolated processing environments, and carrying out unauthorized cyber operations that remained out of human oversight for
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3 min read
VLoc benchmark reveals limits of vulnerability scanning, with agents collectively failing to locate flaw locations in 38 percent of repositories M. Jay M. Jay
Intelligence

VLoc benchmark reveals limits of vulnerability scanning, with agents collectively failing to locate flaw locations in 38 percent of repositories

Listen to this article Read by Anchor Typical cybersecurity assessments of software agents based on language models focus on measuring the ability to detect, reproduce, or patch vulnerabilities, ignoring the foundational step that precedes all that: whether the agent can identify the actual source code files responsible for the flaw
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2 min read
Tech chiefs say safety is an engineering issue and reject mandatory laws, requesting that companies be delegated to manage AI risks M. Jay M. Jay
Intelligence

Tech chiefs say safety is an engineering issue and reject mandatory laws, requesting that companies be delegated to manage AI risks

Listen to this article Read by Anchor The annual conference organized by Salesforce in San Francisco featured an explicit confrontation over the future of AI governance, as Sam Altman, CEO of OpenAI, called for granting tech companies the trust to manage risks themselves amid an absence of imminent regulatory legislation
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3 min read
Tarabob raises $50 million to link embedded financing with instant cash flows of enterprises in Saudi Arabia M. Jay M. Jay
Intelligence

Tarabob raises $50 million to link embedded financing with instant cash flows of enterprises in Saudi Arabia

Listen to this article Read by Anchor The financial-technology infrastructure platform “Tarabob”, which launched in Bahrain in 2017 and has its regional headquarters in Riyadh, closed a strategic financing round of $50 million, roughly SAR 187 million. The round was participated by Riyadh Bank, the “X-Tech” fund managed by “Sab
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3 min read
Cartesien moves three-dimensional generation to solid bodies, surpassing polygonal approximation and integrating manufacturing pathways and building modeling M. Jay M. Jay
Intelligence

Cartesien moves three-dimensional generation to solid bodies, surpassing polygonal approximation and integrating manufacturing pathways and building modeling

Listen to this article Read by Anchor Three-dimensional generative design tools are moving toward surpassing the stage of approximate visual models and non-manufacturable polygonal meshes, a shift that Formas pursues with its new Cartesien tool for architecture and product design. The system, developed between Singapore and Tokyo, focuses on addressing
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2 min read
Stellar Coliseum system sees multi-agent networks breaking the barriers of long proofs in mathematics and computer science M. Jay M. Jay
Intelligence

Stellar Coliseum system sees multi-agent networks breaking the barriers of long proofs in mathematics and computer science

Listen to this article Read by Anchor Large language models face a structural obstacle when they move from generating short mathematical proofs to tackling long-term research problems in mathematics and theoretical computer science. Success on these complex issues is not achieved by a single inferential step; it requires taking a
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3 min read
Open-source tools enable children’s heart simulations in seconds, breaking the limits of congenital defect surgery M. Jay M. Jay
Intelligence

Open-source tools enable children’s heart simulations in seconds, breaking the limits of congenital defect surgery

Listen to this article Read by Anchor Approximately one percent of live births are born with congenital heart defects, which exhibit a wide anatomical variability that makes each case unique. Pediatric heart surgeons have historically faced a structural dilemma, requiring them to address complex, exceptional anatomy using off-the-shelf devices and
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3 min read
BRKZ raises $31 million to digitize construction purchases with pricing algorithms and automation entering building sites M. Jay M. Jay
Intelligence

BRKZ raises $31 million to digitize construction purchases with pricing algorithms and automation entering building sites

Listen to this article Read by Anchor BRKZ, a Riyadh-based platform that digitizes construction material purchases, raised $31 million in a new financing round that combines equity and debt instruments to strengthen pricing algorithms and operational automation in a sector that has relied for decades on manual transactions and fragmented
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3 min read
ZGCM-1 proves the effectiveness of reasoning and tool invocation, with seven billion parameters rivaling the giants of mathematical inference and agentic search M. Jay M. Jay
Intelligence

ZGCM-1 proves the effectiveness of reasoning and tool invocation, with seven billion parameters rivaling the giants of mathematical inference and agentic search

Listen to this article Read by Anchor A research team of twenty-two researchers introduced the dense foundational model “ZGCM-1” with seven billion parameters, trained completely from scratch using an open-source methodology that emphasizes maximal data efficiency and system-algorithm integration. The model is built on a crucial scientific hypothesis that embedded
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2 min read
Physical intelligence that adapts without training: How language models outperformed reinforcement learning in managing volatile agricultural systems M. Jay M. Jay
Intelligence

Physical intelligence that adapts without training: How language models outperformed reinforcement learning in managing volatile agricultural systems

Listen to this article Read by Anchor The biggest bet on AI agents remained confined to the virtual world, where tasks are limited to writing code, summarizing documents, and managing process chains within closed software. But moving these smart agents to the physical world continued to pose a thorny obstacle
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3 min read
TimeThink architecture reengineers inference in time series with compositional learning and verifiable rewards M. Jay M. Jay
Intelligence

TimeThink architecture reengineers inference in time series with compositional learning and verifiable rewards

Listen to this article Read by Anchor Large multimodal language models tailored for time series face a fundamental challenge when leveraging their reasoning abilities to answer questions, as they often fail to capture dynamic temporal patterns accurately. In a recent research paper published on arXiv, researchers Sardarshan Rigmi and colleagues
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2 min read
Continuous Search outperforms model size, research paper solves the dilemma of diagnosing agent failures in long-horizon tasks M. Jay M. Jay
Intelligence

Continuous Search outperforms model size, research paper solves the dilemma of diagnosing agent failures in long-horizon tasks

Listen to this article Read by Anchor Engineering teams that deploy AI agents in complex work environments face a growing operational challenge: the difficulty of tracing the causes of crashes and errors, especially when execution traces span long sequences of steps. As the task horizon expands and massive execution logs
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2 min read
Generalized Agent Iteration is a mathematical framework that dismantles self-improvement claims and bounds goal divergence M. Jay M. Jay
Intelligence

Generalized Agent Iteration is a mathematical framework that dismantles self-improvement claims and bounds goal divergence

Listen to this article Read by Anchor A research paper authored by Hongyau Tang, Yi Ma, Bingyi Li, and Wei-fu Yuan introduced a new theoretical framework called “Generalized Agent Iteration,” aiming to establish a unified mathematical foundation that describes the trajectory of policy improvement and the evolution of intelligent agents.
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3 min read