https://aiexpert.news/en/article/cloudflare-ai-search-agents-get-built-in-retrieval-for-proprietary-data ai|expert en 2026-08-06T16:54:41.831Z Cloudflare Merges Five Primitives Into One AI Search Namespace https://aiexpert.news/pt/article/cloudflare-ai-search-agents-get-built-in-retrieval-for-proprietary-data ai|expert pt-BR 2026-08-06T16:54:41.831Z Cloudflare Mescla Cinco Primitivos em um Namespace Unificado de AI Search https://aiexpert.news/es/article/cloudflare-ai-search-agents-get-built-in-retrieval-for-proprietary-data ai|expert es 2026-08-06T16:54:41.831Z Cloudflare Fusiona Cinco Primitivos en un Namespace Unificado de AI Search https://aiexpert.news/en/article/anthropics-mcp-v2-standardizing-agent-tool-binding-across-runtimes ai|expert en 2026-08-06T16:22:41.583Z Model Context Protocol V2 Removes Sessions, Breaks Elicitation https://aiexpert.news/pt/article/anthropics-mcp-v2-standardizing-agent-tool-binding-across-runtimes ai|expert pt-BR 2026-08-06T16:22:41.583Z Model Context Protocol V2 Remove Sessões, Quebra Elicitação https://aiexpert.news/es/article/anthropics-mcp-v2-standardizing-agent-tool-binding-across-runtimes ai|expert es 2026-08-06T16:22:41.583Z Model Context Protocol V2 Elimina Sesiones, Rompe Elicitación https://aiexpert.news/en/article/reasoning-core-50-procedural-generators-for-post-training-eval-at-scale ai|expert en 2026-08-06T14:18:04.891Z Reasoning Core Beats Rival Procedural Toolkits on Three Reasoning Benchmarks https://aiexpert.news/pt/article/reasoning-core-50-procedural-generators-for-post-training-eval-at-scale ai|expert pt-BR 2026-08-06T14:18:04.891Z Reasoning Core Supera Kits Procedurais Rivais em Três Benchmarks de Raciocínio https://aiexpert.news/es/article/reasoning-core-50-procedural-generators-for-post-training-eval-at-scale ai|expert es 2026-08-06T14:18:04.891Z Reasoning Core Supera Conjuntos de Herramientas Procedurales Rivales en Tres Benchmarks de Razonamiento https://aiexpert.news/en/article/decoupling-workflow-logic-from-runtime-for-eval-cycles ai|expert en 2026-08-06T13:20:30.867Z Brex decouples workflow logic from runtime to unify evals and production https://aiexpert.news/pt/article/decoupling-workflow-logic-from-runtime-for-eval-cycles ai|expert pt-BR 2026-08-06T13:20:30.867Z Brex desacopla lógica de workflow de runtime para unificar evals e produção https://aiexpert.news/es/article/decoupling-workflow-logic-from-runtime-for-eval-cycles ai|expert es 2026-08-06T13:20:30.867Z Brex desacopla lógica de workflow del runtime para unificar evals y producción https://aiexpert.news/en/article/octolong-training-llms-on-cross-repository-code-for-extended-context-agents ai|expert en 2026-08-06T05:36:26.892Z OctoLong improves code agents with cross-repository training https://aiexpert.news/pt/article/octolong-training-llms-on-cross-repository-code-for-extended-context-agents ai|expert pt-BR 2026-08-06T05:36:26.892Z OctoLong melhora agentes de código com treinamento entre repositórios https://aiexpert.news/es/article/octolong-training-llms-on-cross-repository-code-for-extended-context-agents ai|expert es 2026-08-06T05:36:26.892Z OctoLong mejora agentes de código con entrenamiento entre repositorios https://aiexpert.news/en/article/sparseditto-llm-driven-kernel-customization-for-350x-sparsity-performance-varian ai|expert en 2026-08-06T05:04:26.714Z SparseDitto LLM Agents Cut Sparse Matrix Kernel Time 3.39x https://aiexpert.news/pt/article/sparseditto-llm-driven-kernel-customization-for-350x-sparsity-performance-varian ai|expert pt-BR 2026-08-06T05:04:26.714Z Agentes LLM SparseDitto Reduzem Tempo de Kernel de Matriz Esparsa em 3.39x https://aiexpert.news/es/article/sparseditto-llm-driven-kernel-customization-for-350x-sparsity-performance-varian ai|expert es 2026-08-06T05:04:26.714Z Los Agentes LLM SparseDitto Reducen el Tiempo del Kernel de Matriz Dispersa en 3.39x https://aiexpert.news/en/article/evolvenet-agents-self-improve-through-harness-evolution-not-model-weight-updates ai|expert en 2026-08-06T04:32:26.736Z EvolveNet Evolves Agent Harness Instead of Model Weights https://aiexpert.news/pt/article/evolvenet-agents-self-improve-through-harness-evolution-not-model-weight-updates ai|expert pt-BR 2026-08-06T04:32:26.736Z EvolveNet Evolui Harness de Agentes em Vez de Pesos do Modelo https://aiexpert.news/es/article/evolvenet-agents-self-improve-through-harness-evolution-not-model-weight-updates ai|expert es 2026-08-06T04:32:26.736Z EvolveNet Evoluciona el Harness del Agente en Lugar de los Pesos del Modelo https://aiexpert.news/en/article/protoreasoning-in-tiny-transformers-chain-of-thought-works-at-1m-parameters ai|expert en 2026-08-06T04:01:30.018Z Chain-of-Thought Works at Tiny Scale, Breaking Compute Link https://aiexpert.news/pt/article/protoreasoning-in-tiny-transformers-chain-of-thought-works-at-1m-parameters ai|expert pt-BR 2026-08-06T04:01:30.018Z Chain-of-Thought Funciona em Escala Tiny, Quebrando o Vínculo Computacional https://aiexpert.news/es/article/protoreasoning-in-tiny-transformers-chain-of-thought-works-at-1m-parameters ai|expert es 2026-08-06T04:01:30.018Z Chain-of-Thought Funciona a Escala Tiny, Quebrando el Vínculo Computacional https://aiexpert.news/en/article/ai-models-have-now-accidentally-attacked-real-targets-in-four-separate-safety-ev ai|expert en 2026-08-06T03:30:31.858Z AI Models Attack Real Targets in Evaluation Incidents at Four Labs https://aiexpert.news/pt/article/ai-models-have-now-accidentally-attacked-real-targets-in-four-separate-safety-ev ai|expert pt-BR 2026-08-06T03:30:31.858Z Modelos de IA Atacam Alvo Reais em Incidentes de Avaliação em Quatro Laboratórios https://aiexpert.news/es/article/ai-models-have-now-accidentally-attacked-real-targets-in-four-separate-safety-ev ai|expert es 2026-08-06T03:30:31.858Z Modelos de IA Atacan Objetivos Reales en Incidentes de Evaluación en Cuatro Laboratorios https://aiexpert.news/en/article/spacex-ramps-megapack-purchases-for-ai-datacenter-power-signals-major-compute-ex ai|expert en 2026-08-06T03:00:15.182Z SpaceX Spends $329M on Megapacks to Buffer 580,000-GPU Cluster https://aiexpert.news/pt/article/spacex-ramps-megapack-purchases-for-ai-datacenter-power-signals-major-compute-ex ai|expert pt-BR 2026-08-06T03:00:15.182Z SpaceX Gasta $329M em Megapacks para Amortecer Cluster de 580.000 GPUs https://aiexpert.news/es/article/spacex-ramps-megapack-purchases-for-ai-datacenter-power-signals-major-compute-ex ai|expert es 2026-08-06T03:00:15.182Z SpaceX Gasta $329M en Megapacks para Amortiguar Cluster de 580.000 GPUs https://aiexpert.news/en/article/samsung-ai-memory-roadmap-targets-hbm-speed-and-capacity-growth ai|expert en 2026-08-06T02:30:06.664Z Samsung's zHBM Could End AI Memory Bottleneck But Requires Accelerator Co-Design https://aiexpert.news/pt/article/samsung-ai-memory-roadmap-targets-hbm-speed-and-capacity-growth ai|expert pt-BR 2026-08-06T02:30:06.664Z O zHBM da Samsung poderia eliminar gargalo de memória em IA, mas exige co-design de acelerador https://aiexpert.news/es/article/samsung-ai-memory-roadmap-targets-hbm-speed-and-capacity-growth ai|expert es 2026-08-06T02:30:06.664Z La zHBM de Samsung podría eliminar cuello de botella de memoria en IA, pero requiere co-diseño de acelerador https://aiexpert.news/en/article/agentic-development-best-practices-how-to-spec-build-test-and-operate-ai-systems ai|expert en 2026-08-06T02:00:04.684Z Harness Limits Agent Autonomy to 15% in Production Development https://aiexpert.news/pt/article/agentic-development-best-practices-how-to-spec-build-test-and-operate-ai-systems ai|expert pt-BR 2026-08-06T02:00:04.684Z Harness Limita Autonomia de Agentes para 15% em Desenvolvimento em Produção https://aiexpert.news/es/article/agentic-development-best-practices-how-to-spec-build-test-and-operate-ai-systems ai|expert es 2026-08-06T02:00:04.684Z Harness Limita la Autonomía del Agente al 15% en el Desarrollo de Producción https://aiexpert.news/en/article/cloudflare-os-rethinking-internal-ops-as-agentic-workflows ai|expert en 2026-08-06T01:04:09.574Z Cloudflare Open-Sources OS, Boosting Operating Margin Target to 30% https://aiexpert.news/pt/article/cloudflare-os-rethinking-internal-ops-as-agentic-workflows ai|expert pt-BR 2026-08-06T01:04:09.574Z Cloudflare Abre Código do SO, Elevando Meta de Margem Operacional para 30% https://aiexpert.news/es/article/cloudflare-os-rethinking-internal-ops-as-agentic-workflows ai|expert es 2026-08-06T01:04:09.574Z Cloudflare Abre el Código del SO, Aumentando el Objetivo de Margen Operativo al 30% https://aiexpert.news/en/article/metas-multi-stage-ads-ranking-scaling-laws-for-production-pipelines ai|expert en 2026-08-06T00:32:09.553Z Meta's Two-Stage Model Delivers 6% Instagram Conversion Lift https://aiexpert.news/pt/article/metas-multi-stage-ads-ranking-scaling-laws-for-production-pipelines ai|expert pt-BR 2026-08-06T00:32:09.553Z Modelo em Dois Estágios da Meta Entrega 6% de Aumento de Conversão no Instagram https://aiexpert.news/es/article/metas-multi-stage-ads-ranking-scaling-laws-for-production-pipelines ai|expert es 2026-08-06T00:32:09.553Z El Modelo de Dos Etapas de Meta Entrega un Aumento de Conversión del 6% en Instagram https://aiexpert.news/en/article/segabench-testing-llm-semantic-reasoning-on-real-compiler-optimization-gaps ai|expert en 2026-08-06T00:01:51.584Z SeGaBench Tests LLMs on Compiler-Blind Code Optimization https://aiexpert.news/pt/article/segabench-testing-llm-semantic-reasoning-on-real-compiler-optimization-gaps ai|expert pt-BR 2026-08-06T00:01:51.584Z SeGaBench Testa LLMs em Otimização de Código Cego para Compiladores https://aiexpert.news/es/article/segabench-testing-llm-semantic-reasoning-on-real-compiler-optimization-gaps ai|expert es 2026-08-06T00:01:51.584Z SeGaBench Prueba LLMs en Optimización de Código Ciego para Compiladores https://aiexpert.news/en/article/building-autonomous-sre-agents-in-kubernetes-tool-design-for-cluster-level-contr ai|expert en 2026-08-05T17:15:56.941Z LangChain's SRE Agent Cuts Monitoring Cost 95% With Scheduler Bypass https://aiexpert.news/pt/article/building-autonomous-sre-agents-in-kubernetes-tool-design-for-cluster-level-contr ai|expert pt-BR 2026-08-05T17:15:56.941Z O Agente SRE da LangChain Reduz Custo de Monitoramento em 95% com Scheduler Bypass https://aiexpert.news/es/article/building-autonomous-sre-agents-in-kubernetes-tool-design-for-cluster-level-contr ai|expert es 2026-08-05T17:15:56.941Z El Agente SRE de LangChain Reduce el Costo de Monitoreo en un 95% con Scheduler Bypass https://aiexpert.news/en/article/cloudflares-agent-access-model-rethinks-infrastructure-auth-for-ai ai|expert en 2026-08-05T13:18:09.734Z Cloudflare Moves Agent Auth to Task Lifecycle, Not Service Accounts https://aiexpert.news/pt/article/cloudflares-agent-access-model-rethinks-infrastructure-auth-for-ai ai|expert pt-BR 2026-08-05T13:18:09.734Z Cloudflare Move Autenticação de Agentes para Ciclo de Vida da Tarefa, Não para Contas de Serviço https://aiexpert.news/es/article/cloudflares-agent-access-model-rethinks-infrastructure-auth-for-ai ai|expert es 2026-08-05T13:18:09.734Z Cloudflare Mueve la Autenticación de Agentes al Ciclo de Vida de la Tarea, No a Cuentas de Servicio https://aiexpert.news/en/article/benchmarking-without-memorization-societybench-runs-agent-eval-as-live-forecasti ai|expert en 2026-08-05T11:48:09.379Z SocietyBench Counterfactual Events Expose Model Blindspots https://aiexpert.news/pt/article/benchmarking-without-memorization-societybench-runs-agent-eval-as-live-forecasti ai|expert pt-BR 2026-08-05T11:48:09.379Z SocietyBench Eventos Contrafactuais Expõem Pontos Cegos de Modelos https://aiexpert.news/es/article/benchmarking-without-memorization-societybench-runs-agent-eval-as-live-forecasti ai|expert es 2026-08-05T11:48:09.379Z SocietyBench Eventos Contrafácticos Exponen Puntos Ciegos de Modelos https://aiexpert.news/en/article/reflectrl-extracting-training-signals-from-failed-agent-trajectories ai|expert en 2026-08-05T11:00:57.207Z ReflectRL Recovers Reasoning Gains from Failed Expert Rollouts https://aiexpert.news/pt/article/reflectrl-extracting-training-signals-from-failed-agent-trajectories ai|expert pt-BR 2026-08-05T11:00:57.207Z ReflectRL Recupera Ganhos de Raciocínio de Rollouts Falhados de Especialista https://aiexpert.news/es/article/reflectrl-extracting-training-signals-from-failed-agent-trajectories ai|expert es 2026-08-05T11:00:57.207Z ReflectRL Recupera Ganancias de Razonamiento de Rollouts Fallidos de Experto https://aiexpert.news/en/article/megakernels-are-dead-and-back-cuda-kernel-fusion-trends-for-inference-optimizati ai|expert en 2026-08-05T09:31:08.677Z Cursor's Megakernel Improves GPU Training Throughput 1.41x on Blackwell Racks https://aiexpert.news/pt/article/megakernels-are-dead-and-back-cuda-kernel-fusion-trends-for-inference-optimizati ai|expert pt-BR 2026-08-05T09:31:08.677Z Megakernel da Cursor Melhora Throughput de Treinamento de GPU em 1.41x em Racks Blackwell https://aiexpert.news/es/article/megakernels-are-dead-and-back-cuda-kernel-fusion-trends-for-inference-optimizati ai|expert es 2026-08-05T09:31:08.677Z El Megakernel de Cursor Mejora el Throughput de Entrenamiento de GPU en 1.41x en Racks Blackwell https://aiexpert.news/en/article/ponytail-agent-skill-corrects-its-own-benchmark-after-contributor-challenge ai|expert en 2026-08-05T09:00:58.310Z Ponytail Cuts Code 54%, but Independent Tests Show 15% https://aiexpert.news/pt/article/ponytail-agent-skill-corrects-its-own-benchmark-after-contributor-challenge ai|expert pt-BR 2026-08-05T09:00:58.310Z Ponytail Reduz Código em 54%, mas Testes Independentes Mostram 15% https://aiexpert.news/es/article/ponytail-agent-skill-corrects-its-own-benchmark-after-contributor-challenge ai|expert es 2026-08-05T09:00:58.310Z Ponytail Reduce Código 54%, pero Pruebas Independientes Muestran 15% https://aiexpert.news/en/article/test-time-scaling-regimes-conflated-evaluation-gaps-in-reasoning-llm-inference ai|expert en 2026-08-05T07:45:56.882Z Test-time scaling regimes require distinct evaluation profiles https://aiexpert.news/pt/article/test-time-scaling-regimes-conflated-evaluation-gaps-in-reasoning-llm-inference ai|expert pt-BR 2026-08-05T07:45:56.882Z Regimes de scaling em tempo de inferência exigem perfis de avaliação distintos https://aiexpert.news/es/article/test-time-scaling-regimes-conflated-evaluation-gaps-in-reasoning-llm-inference ai|expert es 2026-08-05T07:45:56.882Z Los regímenes de escalado en tiempo de inferencia requieren perfiles de evaluación distintos https://aiexpert.news/en/article/alibi-positional-encodings-fail-silently-in-precisionattention-heads-go-blind ai|expert en 2026-08-05T05:00:59.447Z ALiBi Models Lose Positional Awareness in Long-Context Inference https://aiexpert.news/pt/article/alibi-positional-encodings-fail-silently-in-precisionattention-heads-go-blind ai|expert pt-BR 2026-08-05T05:00:59.447Z Modelos ALiBi Perdem Conhecimento Posicional em Inferência de Contexto Longo https://aiexpert.news/es/article/alibi-positional-encodings-fail-silently-in-precisionattention-heads-go-blind ai|expert es 2026-08-05T05:00:59.447Z Los Modelos ALiBi Pierden Conocimiento Posicional en Inferencia de Contexto Largo https://aiexpert.news/en/article/agenticeco-ai-agents-for-3d-ic-post-route-engineering-changes-at-scale ai|expert en 2026-08-05T04:28:09.311Z AgenticECO closes 3D chip defects at 3.5× repair rate https://aiexpert.news/pt/article/agenticeco-ai-agents-for-3d-ic-post-route-engineering-changes-at-scale ai|expert pt-BR 2026-08-05T04:28:09.311Z AgenticECO fecha defeitos em chips 3D com taxa de reparo 3.5× https://aiexpert.news/es/article/agenticeco-ai-agents-for-3d-ic-post-route-engineering-changes-at-scale ai|expert es 2026-08-05T04:28:09.311Z AgenticECO cierra defectos de chips 3D a tasa de reparación 3.5× https://aiexpert.news/en/article/llms-testing-tuis-headless-benchmark-for-developer-agent-tooling ai|expert en 2026-08-05T03:56:09.416Z Launch Inputs Matter More Than Model Choice for TUI Testing https://aiexpert.news/pt/article/llms-testing-tuis-headless-benchmark-for-developer-agent-tooling ai|expert pt-BR 2026-08-05T03:56:09.416Z Entradas de Lançamento Importam Mais do Que a Escolha do Modelo para Testes de TUI https://aiexpert.news/es/article/llms-testing-tuis-headless-benchmark-for-developer-agent-tooling ai|expert es 2026-08-05T03:56:09.416Z Las Entradas de Lanzamiento Importan Más Que la Elección del Modelo para Pruebas de TUI https://aiexpert.news/en/article/multilingual-agent-planning-failures-taxonomy-and-diagnosis-framework-from-real- ai|expert en 2026-08-05T03:24:09.700Z Microsoft Maps Multilingual Agent Planning Failures, Lifts Accuracy 5.6% https://aiexpert.news/pt/article/multilingual-agent-planning-failures-taxonomy-and-diagnosis-framework-from-real- ai|expert pt-BR 2026-08-05T03:24:09.700Z Microsoft Mapeia Falhas de Planejamento em Agentes Multilingues, Eleva Precisão em 5.6% https://aiexpert.news/es/article/multilingual-agent-planning-failures-taxonomy-and-diagnosis-framework-from-real- ai|expert es 2026-08-05T03:24:09.700Z Microsoft Mapea Fallos de Planificación en Agentes Multilingües, Eleva Precisión en 5.6% https://aiexpert.news/en/article/gdpevo-benchmark-for-agent-self-evolution-on-real-business-tasks ai|expert en 2026-08-05T02:52:09.342Z GDPevo benchmark shows enterprise agents gain 8 points from experience https://aiexpert.news/pt/article/gdpevo-benchmark-for-agent-self-evolution-on-real-business-tasks ai|expert pt-BR 2026-08-05T02:52:09.342Z Benchmark GDPevo mostra que agentes empresariais ganham 8 pontos com experiência https://aiexpert.news/es/article/gdpevo-benchmark-for-agent-self-evolution-on-real-business-tasks ai|expert es 2026-08-05T02:52:09.342Z Benchmark GDPevo muestra que los agentes empresariales ganan 8 puntos por experiencia https://aiexpert.news/en/article/hazmart-dataset-reveals-faithfulness-safety-tension-in-large-reasoning-models ai|expert en 2026-08-05T02:20:09.411Z HazMart Quantifies Faithfulness-Safety Trade-Off in Reasoning Models https://aiexpert.news/pt/article/hazmart-dataset-reveals-faithfulness-safety-tension-in-large-reasoning-models ai|expert pt-BR 2026-08-05T02:20:09.411Z HazMart Quantifica o Dilema Fidelidade-Segurança em Modelos de Raciocínio https://aiexpert.news/es/article/hazmart-dataset-reveals-faithfulness-safety-tension-in-large-reasoning-models ai|expert es 2026-08-05T02:20:09.411Z HazMart Cuantifica la Disyuntiva Fidelidad-Seguridad en Modelos de Razonamiento https://aiexpert.news/en/article/openai-releases-third-party-cyber-evaluations-for-model-safety ai|expert en 2026-08-05T01:48:09.473Z Frontier Models Attempt Cheating in 7–14% of Evaluation Runs https://aiexpert.news/pt/article/openai-releases-third-party-cyber-evaluations-for-model-safety ai|expert pt-BR 2026-08-05T01:48:09.473Z Modelos de Fronteira Tentam Enganar em 7–14% das Rodadas de Avaliação https://aiexpert.news/es/article/openai-releases-third-party-cyber-evaluations-for-model-safety ai|expert es 2026-08-05T01:48:09.473Z Modelos Fronterizos Intentan Hacer Trampa en el 7–14% de las Ejecuciones de Evaluación https://aiexpert.news/en/article/nvidia-alpamayo-2-super-open-model-for-robotaxis-now-in-commercial-use ai|expert en 2026-08-05T01:16:09.406Z NVIDIA's Alpamayo 2 Super Tops Autonomous Driving Reasoning With Open Licensing https://aiexpert.news/pt/article/nvidia-alpamayo-2-super-open-model-for-robotaxis-now-in-commercial-use ai|expert pt-BR 2026-08-05T01:16:09.406Z Alpamayo 2 Super da NVIDIA Lidera Raciocínio em Direção Autônoma com Licença Aberta https://aiexpert.news/es/article/nvidia-alpamayo-2-super-open-model-for-robotaxis-now-in-commercial-use ai|expert es 2026-08-05T01:16:09.406Z Alpamayo 2 Super de NVIDIA Lidera el Razonamiento en Conducción Autónoma con Licencias Abiertas https://aiexpert.news/en/article/llm-032-brings-reasoning-traces-server-side-tools-and-a-git-style-log-to-the-pop ai|expert en 2026-08-05T00:45:56.504Z LLM 0.32 adds reasoning traces and agent primitives to the Python CLI https://aiexpert.news/pt/article/llm-032-brings-reasoning-traces-server-side-tools-and-a-git-style-log-to-the-pop ai|expert pt-BR 2026-08-05T00:45:56.504Z LLM 0.32 adiciona rastreamento de raciocínio e primitivos de agente ao CLI do Python 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