Cell Boundaries: Defining the Scope of a Cell in Cell-based Architecture itnext.io/cell-boundar...
Cell Boundaries: Defining the Scope of a Cell in Cell-based Architecture
One of the hardest questions when adopting Cell-based Architecture is defining what should and shouldn’t be within a Cell.
itnext.io
"Why open source may not survive the rise of generative AI | ZDNET" share.google/hX1MWxsQgHod...
Why open source may not survive the rise of generative AI
Generative AI may be eroding the foundation of open source software. Provenance, licensing, and reciprocity are breaking down.
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Ótimo texto do Russ Cox sobre Supply-Chain, Segurança, OpenSource e backdoors. E um pouco de história sobre backdooreem 1974... Leitura para o cafézinho... dl.acm.org/doi/10.1145/...
Fifty Years of Open Source Software Supply-Chain Security | Communications of the ACM
dl.acm.org
"Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory" arxiv.org/abs/2509.14662
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory
While Large Reasoning Models (LRMs) generate extensive chain-of-thought reasoning, we lack a principled framework for understanding how these thoughts are structured. In this paper, we introduce a nov...
arxiv.org
Amanhã devo soltar um blog post sobre o kyaml, pq ele é uma feature foda do Kubernetes e como essa preocupação que tenho visto com o formato ser verboso demais não condiz com a realidade :P me aguardem, cheio de ironia e amor E podia ser pior, podia ser xml então parem de reclamar :x
"A new perspective on how cosmological correlations change based on kinematic parameters" share.google/l4lSzUdEAgmb...
A new perspective on how cosmological correlations change based on kinematic parameters
To study the origin and evolution of the universe, physicists rely on theories that describe the statistical relationships between different events or fields in spacetime, broadly referred to as cosmo...
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Gosta de um bom post-mortem com conceitos, fundamentos e profundamente detalhado? São pouco mais de 100 páginas, mapas, ilustrações, imagens para explicar as causas de uma colisão de um avião e um veículo na pista do Aeroporto do Galeão em fevereiro de 2025.
sistema.cenipa.fab.mil.br
Vale uma lida no Al Action Plan da Casa Branca, há uns ponto de destaque ao considerar ações de longo prazo para uma nação ou mesmo empresas... Americas-Al-Action-Plan.pdf Inkd.in/dZKqjDDe
Experience-based risk taking is primarily shaped by prior learning rather than by decision-making www.nature.com/articles/s41...
Experience-based risk taking is primarily shaped by prior learning rather than by decision-making - Nature Communications
Risk-taking depends on how gains are valued against losses. Here, the authors show that when decisions rely on experience, it is the value given to gains and losses during learning—not during the mome...
nature.com
Inflection Points in Engineering Productivity as Amazon Grew 30x - InfoQ share.google/IYfw8eF6KIQI...
Inflection Points in Engineering Productivity as Amazon Grew 30x
Carlos Arguelles discusses pivotal inflection points throughout Amazon's monumental growth. He explains how significant operational crises, exponential engineer growth, and market shifts drove crucial...
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Migrating the Jira Database Platform to AWS Aurora - Work Life by Atlassian share.google/f8WuJLpb2OEq...
Migrating the Jira Database Platform to AWS Aurora - Work Life by Atlassian
Explore how Atlassian successfully migrated four million Jira databases to AWS Aurora, overcoming unique technical and operational challenges at massive scale. Learn how the team balanced reliability,...
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"A Knockout Blow for LLMs? Anybody who thinks LLMs are a direct route to the sort of AGI that could fundamentally transform society for the good is kidding themselves" cacm.acm.org/category/art...
Artificial Intelligence and Machine Learning – Communications of the ACM
cacm.acm.org
Critical Langflow Vulnerability (CVE-2025-3248) Actively Exploited to Deliver Flodrix Botnet | Trend Micro (US) share.google/lpotLhk7pAVq...
Critical Langflow Vulnerability (CVE-2025-3248) Actively Exploited to Deliver Flodrix Botnet
This blog uncovers an active campaign exploiting CVE-2025-3248 in Langflow versions before 1.3.0 that deploys the Flodrix botnet, enabling threat actors to achieve full system compromise, initiate...
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Infrastructure From Code: What Went Wrong - The New Stack share.google/HqK0JJ3UEn9O...
Infrastructure From Code: What Went Wrong
Developers were reluctant to give up control and vendors struggled to meet diverse compliance and operational needs. Now, the focus is shifting.
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[2506.08837] Design Patterns for Securing LLM Agents against Prompt Injections share.google/s0Eh2WQsP29H...
Design Patterns for Securing LLM Agents against Prompt Injections
As AI agents powered by Large Language Models (LLMs) become increasingly versatile and capable of addressing a broad spectrum of tasks, ensuring their security has become a critical challenge. Among t...
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Cloudflare service outage June 12, 2025 share.google/r3fueErQGLTb...
Cloudflare service outage June 12, 2025
Today, June 12, 2025, Cloudflare suffered a significant service outage that affected a large set of our critical services, including Workers KV, WARP, Access, Gateway, Images, Stream, Workers AI, Turn...
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WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference arxiv.org/abs/2505.19427
WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference
The growing computational demands of large language models (LLMs) make efficient inference and activation strategies increasingly critical. While recent approaches, such as Mixture-of-Experts (MoE), l...
arxiv.org
"TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning" arxiv.org/pdf/2505.14625
arxiv.org
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells www.nature.com/articles/s41...
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells - Nature Communications
Single-cell sequencing reveals cellular heterogeneity but is challenged by technical noise and batch effects. Here, authors present CellFM, an 800-million-parameter foundation model trained on 100 mil...
nature.com
"LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities" arxiv.org/abs/2504.160...
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
The success of Large Language Models (LLMs) has sparked interest in various agentic applications. A key hypothesis is that LLMs, leveraging common sense and Chain-of-Thought (CoT) reasoning, can effec...
arxiv.org
"Lightweight error-tolerant edge detection using memristor-enabled stochastic computing" www.nature.com/articles/s41...
Lightweight error-tolerant edge detection using memristor-enabled stochastic computing - Nature Communications
Song et al. report stochastic edge detection enabled by integrating memristor-based stochastic number encoders with logic gates to perform bitwise logic operations with statistical probabilities. A ha...
nature.com
"Playing repeated games with large language models." www.nature.com/articles/s41...
Playing repeated games with large language models - Nature Human Behaviour
Large language models perform well in self-interested games such as the iterated Prisoner’s Dilemma but struggle in games that require coordination. Social reasoning strategies can improve cooperative...
nature.com
Texto da Codecon sobre DORA e SPACE que vale vc ler. Se gostar do texto é porque o Gabriel Nunes é um ótimo perguntador, se não gostar é porque algumas respostas são minhas. 😅 "Métricas de Performance DORA e SPACE: medindo a produtividade de devs com exemplos reais" codecon.dev/blog/m%C3%A9...
Métricas de Performance DORA e SPACE: medindo a produtividade de devs com exemplos reais - Blog - Codecon
Entenda como aplicar as métricas DORA e SPACE no dia a dia da profissão.
codecon.dev
"What Is Programming? ... and what is programming in the age of artificial intelligence?" cacm.acm.org/opinion/what...
What Is Programming? – Communications of the ACM
cacm.acm.org
"IT pros are caught between an AI rock and an economic hard place" www.theregister.com/2025/05/05/b...
April jobs data discouraging for IT, tech professionals
: Tech gigs slide, or so this analysis of US jobs data claims
theregister.com
"Machine learning frameworks to accurately estimate the adsorption of organic materials onto resin and biochar" www.nature.com/articles/s41...
Machine learning frameworks to accurately estimate the adsorption of organic materials onto resin and biochar - Scientific Reports
Scientific Reports - Machine learning frameworks to accurately estimate the adsorption of organic materials onto resin and biochar
nature.com
![4-panel comic. (1) [person finds bottle on shore] (2) [person reads message from inside bottle: ICMP ECHO REQUEST...] (3) [person writes on message ICMP ECHO REPLY...] (4) [person puts bottle back in water and leaves]](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:cz73r7iyiqn26upot4jtjdhk/bafkreidlkffoohblwqhnyqcrzhctq66wwo6fxohozryphbdmeeimwgoyke)
![Comic. Bridge Types: Plank, Rope, Truss, Trestle, Arch, Suspended Arch, Draw, Suspension, Filler [bridge over hole filled in with rocks], Budget Overrun [bridge suspended by cables and extras], Jump [two ends of bridge are disconnected ramps; person crossing in the air on a skateboard], Halfhearted [bridge slopes down into hole], Waterbed [squiggly bridge above water as people crossing shake], L’engle [the hole the bridge is covering is warped so opposite sides of the bridge meet at one point underneath], Fun [bridge loops like a roller coaster; person skateboarding up the loop], Repurposed Elevator [horizontal elevator].](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:cz73r7iyiqn26upot4jtjdhk/bafkreifgdaqlqxgbldzsugrxxzjn3mibm4hi3pzk6ac4rhvkjr3lq7y2pu)
