Why I’m Building SinaPilot: An AI Platform for Scientific Reasoning
Scientific research is moving faster than ever. Every week, thousands of new papers are published across medicine, biology, artificial intelligence,...
🚀 Snapshot Site API: Capture High-Resolution Website Screenshots Easily
The Snapshot Site API enables developers to generate high-quality screenshots of websites programmatically. Whether you need full-page captures or specific viewports, this API helps automate visual monitoring, SEO auditing, and thumbnail generation with minimal setup.
Threat tactic spotlight: Subdomain takeover
TutoSartup excerpt from this article:
AWS supports you through strong defaults, guidance in the Security Pillar of the Well-Architected Framework, and security services to help you meet that responsibility...In this blog post you’ll learn how to detect and prevent subdomain takeover – a tactic where threat actors exploit dangling DNS records to redirect traffic to attacker-controlled resources... AWS CIRT has observed threat act...
AWS supports you through strong defaults, guidance in the Security Pillar of the Well-Architected Framework, and security services to help you meet that responsibility...In this blog post you’ll learn how to detect and prevent subdomain takeover – a tactic where threat actors exploit dangling DNS records to redirect traffic to attacker-controlled resources... AWS CIRT has observed threat act...
Parallelize speculative decoding with P-EAGLE on Amazon SageMaker AI
TutoSartup excerpt from this article:
While state-of-the-art frameworks like Extrapolation Algorithm for Greater Language-model Efficiency (EAGLE) have achieved impressive speedups, they encounter a hidden architectural ceiling: their draft tokens are generated autoregressively... EAGLE-3, the latest iteration, improved upon earlier versions by predicting tokens directly rather than features and by combining representations from ...
While state-of-the-art frameworks like Extrapolation Algorithm for Greater Language-model Efficiency (EAGLE) have achieved impressive speedups, they encounter a hidden architectural ceiling: their draft tokens are generated autoregressively... EAGLE-3, the latest iteration, improved upon earlier versions by predicting tokens directly rather than features and by combining representations from ...
Warsh’s First Test: Steering the Fed Through a Geopolitical Fog
TutoSartup excerpt from this article:
That’s the best‑case scenario, which assumes that the US–Iran deal holds and inflation starts to ease... Several of the Fed’s counterparts have started raising interest rates, citing inflation as the catalyst... “After twenty years of deflation, Japan is now in an inflationary upcycle,” says Japan economist Jesper Koll... “We are beginning to see a broadening of inflation throughout...
That’s the best‑case scenario, which assumes that the US–Iran deal holds and inflation starts to ease... Several of the Fed’s counterparts have started raising interest rates, citing inflation as the catalyst... “After twenty years of deflation, Japan is now in an inflationary upcycle,” says Japan economist Jesper Koll... “We are beginning to see a broadening of inflation throughout...
AWS WAF adds AI traffic monetization capability to help content owners charge AI bots for content access
TutoSartup excerpt from this article:
Content owners can define granular access policies per agent type, collect payments in stablecoins to their preferred wallet, and monitor revenue and bot activity from a single dashboard... AWS WAF Bot Control already gives customers visibility into bot activity and the ability to block or rate-limit traffic, but setting pricing and collecting payment from AI agents has not been possible until no...
Content owners can define granular access policies per agent type, collect payments in stablecoins to their preferred wallet, and monitor revenue and bot activity from a single dashboard... AWS WAF Bot Control already gives customers visibility into bot activity and the ability to block or rate-limit traffic, but setting pricing and collecting payment from AI agents has not been possible until no...
Introducing Gemma 4 models on Amazon Bedrock
TutoSartup excerpt from this article:
0 license, Gemma 4 is a family of open-weight models designed with a focus on intelligence-per-parameter across a broad range of deployment scenarios... These cover dense and mixture-of-experts (MoE) architectures, where only a fraction of the model’s parameters activate per request... Organizations adopting open-weight foundation models (FMs) for production face a constant trade-off: access th...
0 license, Gemma 4 is a family of open-weight models designed with a focus on intelligence-per-parameter across a broad range of deployment scenarios... These cover dense and mixture-of-experts (MoE) architectures, where only a fraction of the model’s parameters activate per request... Organizations adopting open-weight foundation models (FMs) for production face a constant trade-off: access th...
AI Agent Failure Detection and Root Cause Analysis with Strands Evals
TutoSartup excerpt from this article:
Detectors in the Strands Evals SDK remove this bottleneck by automatically identifying failures in agent execution traces and performing root cause analysis, so you can reduce diagnosis time from hours to minutes... In this post, we walk you through calling the detector functions to diagnose real agent failures... You learn how to interpret their structured output: categorized failures with conf...
Detectors in the Strands Evals SDK remove this bottleneck by automatically identifying failures in agent execution traces and performing root cause analysis, so you can reduce diagnosis time from hours to minutes... In this post, we walk you through calling the detector functions to diagnose real agent failures... You learn how to interpret their structured output: categorized failures with conf...
How Samsung achieved real-time pricing with AWS Lambda Response Streaming
TutoSartup excerpt from this article:
In high-traffic ecommerce, achieving real-time pricing is critical to prevent price inconsistency...com is Samsung’s primary direct-to-consumer channel, selling smartphones, TVs, appliances, and accessories, each with multiple variants, offers, and regional pricing... To maintain low latency for these high-density Product Listing Pages (PLPs) and comparison tables, the legacy infrastructure re...
In high-traffic ecommerce, achieving real-time pricing is critical to prevent price inconsistency...com is Samsung’s primary direct-to-consumer channel, selling smartphones, TVs, appliances, and accessories, each with multiple variants, offers, and regional pricing... To maintain low latency for these high-density Product Listing Pages (PLPs) and comparison tables, the legacy infrastructure re...