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