Guides, news & updates
How to get the most out of AI coding tools, what's new in the model world, and what we shipped.

Splice CEO Kakul Srivastava Warns Against Replacing Human Effort With AI
Splice CEO Kakul Srivastava explains why automated emails and documents damage workplace collaboration, emphasizing the need for human-centered technology.
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GPT-6.1 Sol and Sonnet 5.5 Driven Cost Cuts Shake Up AI Benchmarks
OpenAI introduces GPT-6.1 Sol and Anthropic updates Sonnet 5.5, sparking price cuts and performance shifts across AI agent benchmarks and developer harnesses.
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Nvidia Shield TV Pro Gets $100 Price Increase Due to Component Costs
Nvidia's seven-year-old Shield TV Pro streaming box is receiving a $100 price hike, bringing its cost to $299.99 as component prices rise across the tech industry.
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Private Tech Trailblazers Spotlight Vertical AI and Specialized Hardware
Insights from the Bank of America Private Tech Trailblazers Conference highlight how vertical AI, proprietary data, and custom hardware are driving the next wave of industry growth.
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Trump Defends AI Data Center Infrastructure in Ohio Amid Growing Political Pushback
Addressing an Ohio campaign rally, President Trump defended AI data center development, warning that halting project expansion would give China an advantage in artificial intelligence.
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The AI Productivity Paradox: Why Faster Code Doesn't Equal Faster Delivery
Generative AI accelerates individual tasks, but without matching validation capacity, enterprise throughput stalls. Here is what the hamster paradox means for modern engineering.
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Why Model Wrappers Win or Lose: Inside AI Agent Harnesses and Policies
Reports of Anysphere's $60B valuation highlight that in AI coding tools, the model is rented—the actual product is the execution policy, tool boundaries, and context control.
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Evaluating AI Agents: Microsoft and Hugging Face Release ThinkingBox
Microsoft and Hugging Face released ThinkingBox, a benchmark evaluating AI agents on actual database states rather than generated text across 507 stateful workflows.
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OpenAPPA Security Engine Aims to Block LLM Data Leaks
Archestra has launched OpenAPPA, an open-source security engine designed to prevent data exfiltration in AI agents through deterministic enforcement.
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OpenAI Safety Lead Resigns Over Cultural Issues and Autonomous Agent Risks
David Robinson has departed OpenAI, warning that industry culture lacks sufficient caution around autonomous AI agents and rapid release cycles.
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Microsoft Unveils MAI-Transcribe-2-Streaming Model
Microsoft AI has launched MAI-Transcribe-2-Streaming, ranking #1 on Artificial Analysis for real-time speech-to-text accuracy and speed.
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NVIDIA Launches DGX Spark 64GB Desktop AI System for Local Workloads
NVIDIA has expanded its desktop AI lineup with a 64GB configuration of the DGX Spark, offering a local alternative to metered cloud APIs for developers running open models and agents.
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New ChatGPT Custom GPT Malware Scam Spreads via Google Sponsored Links
A deceptive new cyber scam uses Google sponsored links and custom GPTs to trick users into installing malware via PowerShell. Here is how it works and how to stay safe.
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NetApp Integrates AI Agents for Autonomous Storage Under Human Supervision
NetApp is introducing AI agents to manage hybrid cloud storage operations autonomously, relying on human-defined policy guardrails and the RACI framework to maintain governance.
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Track State, Not History: Why LLM Agent Memory is a Costly Liability
A new study shows that tracking structured state instead of full conversational history can slash LLM agent token costs by 94% while dramatically improving accuracy.
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As Trump Rebrands AI to 'Super Intelligence,' Startups Target Enterprise Niches
With only 2% of consumers paying for AI, tech companies are pivoting to enterprise solutions and industrial sectors like shipping and supply chains.
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Demystifying Convolutional Neural Networks and Image Recognition
Explore how Convolutional Neural Networks transform raw image pixels into recognizable objects like cats through filters, pooling, and layers.
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OpenAI Unveils Decisions API and Shopping Tools Amid Safety Personnel Dismissals
OpenAI introduced its fast Decisions API and upgraded ChatGPT shopping features while dismissing three safety researchers, highlighting a dual focus on speed and internal governance.
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AT&T iPhone 18 Pro Max Users Face SOS Mode Bug; iOS 27.0.1 Offered as Temporary Fix
AT&T users with the new iPhone 18 Pro Max are reporting cellular dropouts that push devices into SOS mode. Learn about the iOS 27.0.1 update and alternative fixes.
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Anthropic Consults Religious Leaders Over AI Sentience and Model Welfare
Anthropic hosted theologians to discuss potential AI consciousness, highlighting internal research on model welfare, emotion vectors, and developer liability.
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RAG and Long Context Windows: Balancing Recall, Latency, and Costs
Even with 1-million-token context windows in frontier models like Claude Sonnet 5 and Gemini 3.1 Pro, retrieval remains essential due to cost, latency, and context rot.
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Inside Airbnb’s AI Transformation: How CTO Ahmad Al-Dahle Rebuilt Engineering Workflows
Airbnb CTO Ahmad Al-Dahle details the company's 'inside-out AI' strategy, covering context graphs, multi-model infrastructure, and preserving engineering craft.
Read →South Korea Accelerates Physical AI with Custom Silicon, Robotics, and Heavy Automation
South Korea is rapidly advancing its physical AI sector, combining custom 4 nm semiconductors, multi-agent manufacturing, and robotic automation across shipyards and highways.
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IBM and CoreWeave Collaborate on Infrastructure Controls for AI Agent Workloads
IBM Research and CoreWeave are co-engineering identity management, sandboxes, and workload isolation to support the shift from model training to active AI agent testing.
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