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  1. jun 25agentsMCP vs A2A: Two Agent Protocols, One Integration Layer Decision
  2. jun 25ossOpen-Source AI Adoption Index Uses Chat Logs and O*NET Data to Replicate Frontier-Lab Studies
  3. jun 25infraGLM 5.2 Fast on Vercel AI Gateway: What Routing Through Wafer Actually Buys
  4. jun 25industryOpenAI Pushes Its IPO Into 2027, Clearing the Lane for Anthropic's S-1
  5. jun 25infraVercel CDN Cache Tags vs Path Purging: When Tag Invalidation Wins
  6. jun 25infraPrisma Joins the Vercel Marketplace: The ORM Becomes the Database Vendor
  7. jun 25securityOpenAI's ChatGPT Atlas Treats Prompt Injection as Unfixed, Not Patched
  8. jun 25devtoolsVercel CLI Now Signs Blob URLs: Moving Access Control Off the App Server
  9. jun 25ossOpenKnowledge Keeps Markdown Local but Routes the Vault to Cloud Coding Agents
  10. jun 25modelsCan LLMs Debug Verilog? VeriPilot Puts an Agent on RTL Errors
  11. jun 25devtoolsBuying Domains From the Vercel CLI: What Domain Search Folds Into Deploys
  12. jun 25infraOpenAI on AWS Bedrock: Routing Math to Run Before You Move Traffic
  13. jun 24infraVercel's Function Observability: What Native Metrics Replace and What They Don't
  14. jun 24infraAWS Databases on the Vercel Marketplace: The Cross-Cloud Latency Tax
  15. jun 24agentsCan You Rewind an AI Agent Mid-Run? Reversible Traces Say Yes
  16. jun 24modelsTask Decomposition Helps LLMs by Shrinking Output Space, Not by Cutting Labeling Cost
  17. jun 24agentsCan AI Agents Reproduce Published Research? CORE-Bench Tests It
  18. jun 24securityCan Provable Bounds Defend LLM Fine-Tuning Against Poisoned Data?
  19. jun 24devtoolsYarn Berry on Vercel: A Build-Cache Gap With No Documented Fix
  20. jun 24infraTurso on the Vercel Marketplace: Edge SQLite vs the Serverless Connection Pool
  21. jun 24devtoolsSvelteKit Can Run NextAuth.js, but Auth.js Moved to Better Auth
  22. jun 24agentsHow On-Device AI Agents Keep Learning by Forgetting on Purpose
  23. jun 24devtoolsFired for Building the Google Workspace CLI: The Risk of Depending on Unofficial Vendor Tools
  24. jun 24modelsFlow Matching vs U-Net: A Skip-Free Backbone for Speech Models
  25. jun 24securityMeasuring LLM Safety by Refusal Alignment Instead of Attack Success Rate
  26. jun 24securityPoisoning Physics-Informed Neural Networks Slips Past Loss-Based Validation
  27. jun 24policy50 Years of Aviation Certification Expose a Structural Gap in AI Governance
  28. jun 24securityCatching LLM Jailbreaks by Watching Per-Layer Entropy, Not Outputs
  29. jun 24ossCost and Access, Not Ideology, Drive Open-Weight Chinese Model Adoption
  30. jun 24modelsA Per-Neuron Sequence Model Was Withdrawn From arXiv as Coverage Hailed It
  31. jun 24policyDo Reasoning Tokens Actually Make LLMs Safer? A New Paper Tests It
  32. jun 24devtoolsNub Bundles a Bun-Style Toolkit Onto Node Without the Runtime Swap
  33. jun 24ossBot-Account Lookups Miss 97% of AI Coding Agent Commits, 180M-Repo Census Finds
  34. jun 24securityHow Reliable Are the LLM Judges Scoring Jailbreak Attacks?
  35. jun 24modelsPV-TAM Corrects Decoding Drift and Boundary-Marker Bias in VLM Localization Scoring
  36. jun 24agentsDo AGENTS.md Files Actually Help Coding Agents? A New Benchmark Tests It
  37. jun 24agentsShould AI Shopping Agents Pay Micro-Transactions for Verified Product Data?
  38. jun 24modelsMeituan's General 365 Benchmark: Top Models All Score Under 63%
  39. jun 24modelsLLM Surrogates in A/B Tests: The 39% Recovery Gap and the Silent Bias Risk
  40. jun 24modelsLLM Token Pricing vs Compute Cost: What the Tokenomics Math Shows
  41. jun 24modelsDo LLM Judges Favor Their Own Output? A Sanity Check on Self-Preference
  42. jun 23agentsCan a Conversational Graph Compile Into a Goal-Oriented Dialogue Runtime?
  43. jun 23securityAuto-Reproducing Text-to-Image Jailbreaks From Papers: The PixJail Pipeline
  44. jun 23agentsCan a Cryptographic Certificate Prove an AI Agent's Output Is Valid?
  45. jun 23infraVercel on the AWS Marketplace: What the Listing Does to Procurement and Lock-In
  46. jun 23policyMachine-Readable AI Usage Terms: Does ODRL's Permission Model Hold Up?
  47. jun 23agentsCrewAI vs AutoGen vs Microsoft Agent Framework: AutoGen's Merger Reframes the 2026 Choice
  48. jun 23devtoolsVercel Now Deploys Long-Running Node Servers: The Serverless Boundary Shifts
  49. jun 23policyWho Audits the Safety Rules an LLM Agent Evolves for Itself?
  50. jun 23agentsCan You Trust an LLM Judge to Grade an Agentic Data Analysis System?
  51. jun 23agentsDo LLM Agent Societies Develop Their Own Authority Hierarchies?
  52. jun 23infraServing Cold MoE Models: CrossPool Disaggregates KV Cache and Weights
  53. jun 23securityVercel BotID's Telemetry Is a Threat Intelligence Feed Most Teams Discard
  54. jun 23policyWhen Vibe-Coded Software Is Safety-Critical, Who Verifies It?
  55. jun 23securityExtracting Unseen Training Data From an LLM by Poisoning Its Loss Landscape
  56. jun 23agentsDo Retrieval Metrics Predict Tool-Use Agent Success? A Paper Says No
  57. jun 23infraVercel's In-Function Concurrency: What It Does to Cold Starts and Billing
  58. jun 23policyCan You Trust an AI Robustness Certificate? A Paper Says Verify It
  59. jun 23agentsCan You Pinpoint Which Step Broke a Long-Horizon AI Agent?
  60. jun 23industryVercel's Series D Thesis Hardened Into a Whole-Stack Lock-In
  61. jun 23devtoolsmake-look-scanned Simulates Scans in an Offline WASM File, Exposing PDF Provenance as a Pixel Check
  62. jun 23infraPoisoning a RAG Retriever: How Conflict-Aware Edits Inject False Knowledge
  63. jun 23modelsCan AI Write CAD Programs? CADBench Measures the Gap
  64. jun 23infraVercel Raised Its CDN Origin Timeout to Two Minutes: What Breaks First
  65. jun 23infraGradio-Lite Runs Model Inference in the Browser via Pyodide, No Server
  66. jun 23devtoolsVercel's Billing Usage API: Wiring Cost Data Into CI Cost Gates
  67. jun 23infraCloudflare AI Gateway Adds Spend Limits to Cap the Runaway Inference Bill
  68. jun 23infraVercel Now Honors stale-if-error: Serving Stale Cache When the Origin Dies
  69. jun 23modelsByteDance's Doubao 2.1 Pro vs GPT-5.5: Reading Self-Reported Benchmarks
  70. jun 22policyCan a Benchmark Catch When AI Discharge Summaries Drop Care Steps?
  71. jun 22devtoolsVercel CLI Now Scopes Commands to the Local Directory: Audit Your CI Scripts
  72. jun 22securityReact Router CVE-2025-31137: Vercel's Edge Fix Is Not the Patch
  73. jun 22infraVercel's Manual CDN Purge API: Cache Control Without a Redeploy
  74. jun 22industrySamsung Picks OpenAI's Codex for Its Engineers, Pressuring GitHub Copilot
  75. jun 22devtoolsVercel Sandbox Snapshot Retention: What Custom Windows Change for Agent Runtimes
  76. jun 22industryPotion.so Sold After 4,000 Vercel Deploys: The Micro-SaaS Exit Playbook
  77. jun 22policyDo LLM Personality Tests Measure Anything? A New Paper Says No
  78. jun 22securityReported React Server Components Leak Is Unconfirmed: Audit the Payload
  79. jun 22devtoolsGenerating Vercel Firewall Rules From Natural Language: What to Audit
  80. jun 22devtoolsGLM-5.2 Coding Plan vs Claude Opus 4.8: Picking a Model for Coding Agents
  81. jun 22securityVercel's Secure AI Agent Guidance Pushes Defense Into the Sandbox
  82. jun 22securityNx Supply-Chain Attack Used Developers' Own AI CLIs to Hunt Secrets
  83. jun 22industryVercel Folds Backends, Agent Tooling, and Operations Into Its Deploy Platform
  84. jun 22infraCloudflare Now Routes Public Traffic to Private Apps via DNS, No VPN
  85. jun 22ossOpenAI's Patch the Planet Is Security Capacity for Nine Projects, Not Sustainability Funding
  86. jun 22ossMiniMax M3 Claims GPT-5.5-Beating Code With 1M Context and Open Weights
  87. jun 22industryGeorge Hotz Says Only AGI Doom Justifies Today's AI Valuations
  88. jun 22infraGitHub's AI Capacity Crunch Pushes Microsoft to Rent AWS Compute
  89. jun 22policyCommunity LoRA Mining Raises a Consent Gap for Style Generation
  90. jun 21cultureWhy Audio Deepfake Detectors Keep Losing the Voice-Cloning Arms Race
  91. jun 20securityMixed Compliance Data Makes Safety Fine-Tuning a Curation Problem
  92. jun 20policyWhen an LLM Narrates a Solver, the Explanation Drifts From the Math
  93. jun 20infraCloudflare's Temporary Accounts Give AI Agents Disposable Credentials
  94. jun 20policyGrading DiffusionGemma: How an Open-Weight Diffusion Model Scores on Transparency
  95. jun 20policyWho Owns Editorial Authority When LLMs Mediate Knowledge?
  96. jun 20ossLithuania's Open-Source Drone-Detection Network Signals an Air-Defense Shift
  97. jun 20cultureWhy AI Misreads Nigerian English: A Register Gap in Public Discourse
  98. jun 20agentsDeep-Research Benchmarks Hide How Agents Fail at Open-Web Source Grounding
  99. jun 20policyVector Database Access Control Is Missing, and RAG Pipelines Pay for It
  100. jun 20agentsDSPy Ships Autonomous Prompt Optimization, but Judge Drift Is the Failure Mode