The Groundy archive · Page 31 of 43
Browse Groundy's complete archive of 1027 articles on AI, developer tools and infrastructure. Page 31 of 43.
721–744 of 1027 articles · Newest first
A June 2026 paper proposes the Goal-Oriented Dialogue Runtime, lifting goals, lifecycle state, and invalidation rules into first-class objects teams can version and diff.
PixJail converts text-to-image jailbreak papers into runnable pipelines, reproducing eleven methods with 2.1% error, a fidelity figure, not a real bypass rate.
A certificate can prove an agent output is signed and intact, but not correct. Validity needs a checkable predicate a verifier can re-run, not all tasks have one.
Vercel has been on the AWS Marketplace since 2024. The real shift is that an EDP commit can absorb the spend, coupling the frontend host to AWS and deepening the lock-in.
A June 2026 preprint grounds ODRL's permissions and prohibitions in the UFO-L legal ontology, naming who holds the power to declare a violation in vendor AI usage policies.
Microsoft merged AutoGen into Agent Framework, leaving CrewAI versus MAF as the 2026 choice. The orchestration primitive you pick becomes your trace and policy boundary.
Vercel's 23 June Node server deploy caps a cluster of duration and transport raises that pull realtime workloads back into one Fluid Compute envelope, raising lock-in stakes.
AutoSpec grows LLM agent safety rules from annotated traces and hits 0.98 F1, but readable rules do not prove the rule set is complete. That is the open governance question.
A cascade grader for agentic data analysis hit 100% precision and 97% recall on 153 tasks, but silently returned no verdict on 64% of runs before a nudge fix.
A June 2026 preprint shows LLM agent societies spontaneously form authority hierarchies, so the orchestration topology you specify is not the only coordination layer running.
CrossPool splits MoE FFN weights and KV-cache into separate GPU pools and ships hidden states across the boundary, trading VRAM residency for an interconnect bottleneck.
Vercel BotID emits session telemetry, verdicts, JA4 digests, paths, and verified-bot labels, rich enough to repurpose as a threat feed and flag what the WAF lets through.
A June 2026 preprint argues vibe-coded code cannot certify under aviation or automotive safety standards, shifting the audit object from prompt to verification artifact.
Loss landscape poisoning reshapes a model's loss function so that ordinary training forces it to memorize a record the attacker never possessed, lifting extraction to 100%.
A June 2026 arXiv paper shows recall@k misleads when evaluating RAG-backed agents: on tau-bench, 7% rank-1 recall still produced near-gold policy classification.
Vercel's in-function concurrency lets one warm instance serve many requests. Cold starts and idle-I/O bills drop, but CPU-bound handlers contend and shared state can race.
A June 2026 preprint sharpens how neural-network robustness certificates are computed, but verifiers that issue them can return wrong verdicts and miss planted backdoors.
SAFARI probes long agent runs to localize the failing step, beating prior methods by 20% and shifting triage cost from engineer hours to inference spend.
Vercel's 2021 Series D stated a whole-lifecycle platform thesis. Later rounds financed acquisitions that moved lock-in past hosting into analytics, CI, runtime, and agents.
make-look-scanned runs scan simulation in an offline 8 MB WASM file: skew, grain, JPEG artifacts, zero uploads. Scan appearance is no longer a proxy for physical provenance.
CAREATTACK (June 2026) edits RAG retriever weights to surface attacker-chosen passages, bypassing corpus defenses and moving the trust boundary onto the embedding model.
CADBench evaluates eleven systems on 18,000 CAD samples and finds vision-language models unreliable, a gap SWE-bench and LiveCodeBench were never built to measure.
Vercel lifted its CDN origin timeout from 30 to 120 seconds, relocating rather than removing a failure boundary and holding wedged connections four times longer before a 504.
Gradio-Lite runs the Gradio Python runtime as WebAssembly via Pyodide, pushing inference into the visitor's browser with no server, bounded by CPU compute and browser memory.