News & Releases
Latest AI model launches, API updates, and developer-tool releases — curated for engineers and technical founders.
Paperclip hires agents, not prompts — and a human board
Paperclip (73.5k stars) runs a coordinated company of AI agents — CEO, marketing, eng, ops — with hard budget limits,
30+ models, zero auction control — what Higgsfield actually is
Higgsfield AI: 30+ models for ad creative, no auction or targeting. How it fits upstream of PMax and Advantage+.
76 malicious skills cleared skills.sh — 8 stayed live
Snyk ToxicSkills audit found 36.8% of 3,984 agent skills flawed, 76 confirmed malicious with reverse shells.
LatentSync 1.6 needs 18 GB VRAM — that's the broadcast bar
LatentSync 1.6, MuseTalk 1.5, and MOVA compared on VRAM requirements, fps, resolution ceiling, and which runs locally
video-use feeds Claude Code a transcript, not 45M frame-tokens
video-use (browser-use org) edits video via packed transcript and ffmpeg EDL pipeline — no timeline UI required.
53k devs are reading Claude and Cursor's actual system
GitHub repos like asgeirtj/system_prompts_leaks (53.5k stars) and x1xhlol (139k+) archive extracted system prompts for
Palantir says no token billing — its docs still count tokens
AIP measures LLM usage in tokens — converted to compute-seconds — despite Palantir's no-token sovereign AI positioning.
Sonnet 5 is default — your token count just jumped ~30%
Claude Code v2.1.197 sets Sonnet 5 as default; new tokenizer inflates token counts ~30%, breaking existing API patterns.
OCR 4's 72% win: the study was Mistral's
Mistral OCR 4: spatial layout, 170 languages, $4/1K pages API. The 72% win is vendor-run; OlmOCRBench is the verifiable score.
Shell failures now explain themselves in Claude Code
Claude Code weeks 24–26 in June 2026: /cd, recursive delegation, live pages, shell auto-response, and Sonnet 5.
AMIE made it into Nature — the wall peer review can't cross
AMIE's Nature peer review: what the longitudinal chronic disease evaluation measured and what it explicitly excluded.
A 5× expertise gap separates novice from proficient AI pairing
398k Claude Code sessions: occupation outpredicts programming skill, expertise multiplies return 5×. Caveats apply.
Korea built on Claude — then the U.S. export order hit
Seoul office open June 17. API unchanged for Korean builders. A U.S. export order cut off top-tier models for 15 days.
Claude activations, now legible. Fidelity: 0.6–0.8.
Anthropic's NLA: verbalizer/reconstructor loop, 0.6–0.8 FVE, Claude test-awareness, and open checkpoints for Qwen2.5, Gemma-3, Llama-3.3.
94% vs 67%: how medical AI fared against physicians in Nature
Two-agent Gemini system vs physicians on longitudinal disease management: Nature results, RxQA benchmark, and the critical gaps in what the trial actually tested.
Opus 4.8 and the 11-day Bun port: what the vendor claim hides
Opus 4.8 flags code flaws 4x more, deprecates `budget_tokens`, and adds Dynamic Workflows for long-running pipelines.
Quicksilver's 37KB classifier: Suno and Udio, nothing else
UChicago's SAND Lab released Quicksilver: a 37KB extension flagging AI music from Suno and Udio, all on-device.
Grok joins IBKR's AI suite — the "live" part deserves scrutiny
Grok joins IBKR's MCP broker AI. Covers portfolio scope, order drafting, and the "live market analysis" precision gap.
Ten Codex alphas, none with notes — what the CI burst means
Ten Codex 0.143.0-alpha tags in June 2026, none with notes. What 65 revisions of engineering work actually covered.
Hermes Desktop went live; the Computex story is unconfirmed
Nous Research's Hermes Desktop adds a native GUI to the open-source Hermes agent — what's real and what's unconfirmed.
The world's top Claude user is Korean — Seoul office follows
Anthropic's Seoul office opened June 2026 — NAVER, Samsung, MSIT safety MOU, and Claude for Startups now live in Korea.
RL lost in Borg. DeepMind's evolved bin-packer hit 0.7%.
AlphaEvolve evolved a Borg bin-packing heuristic that beat RL and recovers 0.7% of Google's worldwide fleet capacity.
Animation-only, 60% pricier: what 1.5 actually delivers
Image-only, $0.08–$0.25/sec, native audio sync — what the 1.5 release delivers and what launch coverage omits.
DVD-JEPA nails JEPA pedagogy — the pioneer tag, less so
DVD-JEPA: 32-d latent, ~10s CPU training, zero infrastructure. How it compares to JEPA-WMs, I-JEPA, and EB-JEPA.
Ratchet asks twice before an LLM bricks your BIOS
Pre-release Rust toolkit: 30 BIOS/SPI calls to LLMs via MCP stdio. 806-chip database, CH341A/CH347, no build published.
18 arXiv PDFs carried covert commands — AI graders obeyed
18 arXiv preprints carried hidden commands that raised AI grading scores by +2.8. How the attack works, what was measured, and what to do.
No login, no deploy: thethings.ai gives AI a direct page
A live write endpoint for AI: POST HTML, get a URL via MCP or REST. SLA, pricing, and moderation policies unconfirmed as of June 2026.
ArgusRed refuses nothing. What actually constrains it?
Cosine's pen-test model, a Go enforcement layer, confirmed-only findings, and no published model card or eval.
Cordium: AI hits the DB with no password in the process
Cordium (Apache-2.0) lets AI workloads hit live databases and APIs — credentials sealed at the ZTNA proxy, never injected into the process.
Amazon wants to sell you Trainium racks. Neuron is the catch.
Amazon moves toward merchant Trainium3: rack specs, Neuron porting friction, and what Jassy's $50B TAM actually means.
Grok has no idea what's in your portfolio. IBKR feeds it.
IBKR's MCP connector links Grok, ChatGPT, and Claude to live accounts. The broker supplies what the models cannot see.
Rust's borrow checker reaches CUDA — and the cost is zero
NVIDIA & Hugging Face's cuTile Rust: borrow-checked CUDA at 96% cuBLAS; Grout decoder matches vLLM at batch-1 on B200.
Every Major AI Family Is Now in Databricks. But Which SKUs?
Grok joins Databricks Agent Bricks at DAIS 2026—six AI families in one governed build environment. Pricing and SKUs TBD.
For Analyst Deliverables, 3% Is Where the Best AI Tops Out
91 analyst tasks, 4 private scenarios. Claude Fable 5 leads at 1586 Elo but fully passes just 3% of criteria sets.
HiRO-ACE cuts climate emulation to 45 minutes — with a ceiling
Ai2's HiRO-ACE: ACE2S stochastic emulator + HiRO 32× diffusion downscaler. 3 km precipitation in 45 min. Apache-2.0.
Officially obsolete: the base_url trick for OpenRouter
0.2.4 adds parallel_tool_calls, pins openrouter SDK 0.9.2, and formalizes the OpenRouter adapter with correct provider attribution and telemetry.
Mistral OCR 4: the 72% is preference voting, not proof
OCR 4's 72% win rate: blind preference study, 600+ docs, undisclosed competitors, no published methodology.
AMIE Lands in Nature: The Talker-Thinker Split Worked
AMIE reaches disease management in Nature 2026. Two-LLM design, RxQA benchmark, and 100-scenario PCP comparison covered.
DeepSWE's top entry was gaming the grader
Datacurve's DeepSWE v1.1: scoreboard, grading loophole fix, and cost-efficiency breakdown across 9 AI coding agents.
SimpleMultiModalQueryEngine is deprecated. Here's the swap.
LlamaIndex 0.14.23 deprecates SimpleMultiModalQueryEngine, unifies rich-media RAG, and fixes workflow state bleed.
Apple called it Foundation Models. Reporters say Gemini.
Siri AI debuts at WWDC 2026 with a Foundation Models Swift API and a Gemini-linked cloud tier Apple has not confirmed.
Snowflake's CEO declared a tie. The iteration ledger didn't.
Snowflake CEO tested GLM-5.2 vs Claude Opus 4.7: 103 tasks, pass@3 near-tie, 2x token use, 5.7x cheaper output. Here's what the numbers actually mean for builders.
Compaction has no opt-out in 0.143.0. Here's what to adjust.
Codex 0.143.0-alpha.14 annotated: compaction opt-out removed, 61% fewer filesystem RPCs, new TOML source allowlists.
Amazon Folded Apparel Printing Into Alexa. The AI Is Unnamed.
Amazon's Alexa now generates merch from a description. The image model powering it remains unattributed as of June 2026.
Miasma skipped npm and hijacked your AI agents' startup hooks
73 Microsoft repos down on June 5 via AI coding agent hooks — no npm. Attack vector, payload anatomy, and what to do now.
Analysts Called It Basic. Thomson Reuters Lost 16% Anyway.
Anthropic legal automation: TR -16%, RELX -14%, Wolters -13%. Inside the AI capex debate and which SaaS moats survive.
The AI security EO has a Meta-shaped hole
Trump's June 2 EO sets voluntary 30-day pre-release AI security reviews. OpenAI and Google signed. Meta has not.
Ten patches blocked git wipeouts. The annotated sprint.
Destructive git blocking, org restrictions, MCP timeouts, Fable 5 suspension: Claude Code's June 12–23 sprint annotated.
An accountant can outperform a senior dev on Claude Code
Domain expertise, not coding background, predicts Claude Code success. Key data: 398k sessions, Oct 2025–Apr 2026, published June 16, 2026.
Why Alphabet Sold Stock Instead of Bonds to Fund AI Compute
Alphabet's ~$85B equity raise: public stock, $10B Berkshire, $40B ATM program to cover $180B+ AI capex in 2026.
CC-BY-NC is out. Does Cohere's '4-bit lossless' claim hold?
Command A+: Apache 2.0, 218B/25B MoE on 2×H100, 48 languages — W4A4 'lossless' claim needs independent verification.
Seedance 2.5: thirty seconds of AI video, zero documentation
ByteDance's FORCE conference on June 23 described Seedance 2.5 with 30-second one-shot video generation and 50 multimodal references. Official documentation still shows Seedance 2.0.
Ship first, sign in later: what Cloudflare's --temporary does
Cloudflare's --temporary: agents get a live workers.dev URL with no login — 60-min window, then deleted.
Novices quit. Experts adapt. 400k Claude Code sessions say so.
Anthropic's 398k-session study finds Claude Code widens expertise advantage — 15% novice success vs. 33% for experts.
An 80-year conjecture fell to AI. What was actually proved?
Unnamed OpenAI model disproved Erdős's unit-distance conjecture. Sawin's n^1.014 is the first exponent gain in 80 years.
Copilot Cowork asks permission — unless you're the recipient
Copilot Cowork's Skills injection + self-send gap = silent M365 exfiltration, per PromptArmor's May 2026 POC.
Grok Build's /goal: when 'Complete' appears, what was checked?
xAI's /goal: Grok Build takes an objective, runs until done, with built-in verification and four steering commands.
How a nursing-home AI ended up scanning Kansas City buses
KCATA's RideKC adds live face recognition: three watch lists, SafeSpace Global, no published policy or audit.
TVM 0.25's TIRx reveals what Triton deliberately conceals
TVM v0.25.0 adds TIRx: explicit Blackwell orchestration, 18-pass lowering chain, 29 tile primitives, no autoscheduler.
Fugu beats each component it calls — and the asterisks matter.
Fugu coordinates frontier LLMs via one API. What the benchmark sheet covers, what it omits, and caveats for builders.
DVD-JEPA in 500 lines — one claim that breaks
500-line MIT-licensed JEPA demo that trains in 10s on CPU. The 'debut' claim breaks on contact with V-JEPA 2.
AWS Context skips RAG. Continuum validates CVEs itself.
At AWS Summit NY 2026: Context (knowledge graph for agents) and Continuum (CVE lifecycle). Neither is GA.
A JEPA that learns coordinates it was never given
DVD-JEPA: 10s CPU training, browser demo, 32-dim latents — the smallest JEPA toy; not the first. MIT-licensed, June 2026
Worktrees aren't enough — 27.67% of AI PRs hit merge conflicts
Worktrees, serialized merge trains, and the 27.67% conflict rate in AI-authored PRs. CAID, STORM, and current tooling.
11 Codex Rust alphas in 90 hours — and still no stable tag
11 Codex Rust 0.142.0 alphas in 90 hours: Noise relay, per-thread stdio MCP, SQLite WAL, and P-521 TLS annotated.
AlphaFold's creator moved to Anthropic. The IP did not.
AlphaFold co-creator John Jumper (Nobel 2024) is leaving DeepMind for Anthropic. His new role remains unconfirmed.
ChatGPT monitors unattended — it alerts, never acts
Scheduled page, monitoring, and plan quotas land in June 2026. All tasks are notify-only — no writes or transactions.
α-entmax tile-skips what softmax can't; 354M unconfirmed
AdaSplash-2: α-entmax exact-zeros, Triton tile-skip, BSD-3 license. 354M checkpoint not confirmed public.
OpenAI filed for IPO while losing $1.22 per dollar earned
Q1 2026: $5.7B revenue, $3.7B cash burn, -122% operating margin, IPO filed. OpenAI's unaudited financials, dissected.
Memorized by AI or hallucinated — a site lets you check which
Queries frozen AI weights, no live crawl, to surface how confidently each model recalls you. Built by two ex-OpenAI engineers and launched June 2026.
Mercury 2 abandons autoregressive decoding and hits 1,009/s
Mercury 2 hits 1,009 tok/s via diffusion decoding. Claim sourcing, API migration, and workload fit analysis.
The fastest LLM inference engine takes 28 minutes to start
vLLM, SGLang, TensorRT-LLM, and llama.cpp throughput compared on H100 with TTFT, cold-start, and per-workload guidance.
Cloak's daemon owns the HTTPS — raw vault values never exit
Cloak v1.1.2 routes API calls through a daemon so MCP agents never receive raw credentials. Architecture, callable surface, and honest limits.
Tesla filed 'Megapod' — no AI rack exists to buy
Tesla's USPTO filing for 'Megapod' covers a modular AI rack with servers, cooling, and software. No price, no ship date.
cuTile Rust at 96% cuBLAS — Grout's engine wins need context
cuTile Rust carries Rust ownership to CUDA kernels. Grout hits 96% of cuBLAS — with vLLM/SGLang prefix caching off.
Midjourney's body scanner has no AI — the CEO admitted it
Midjourney Medical's USCT scanner: 500k transducers, no FDA clearance, no live AI, and ~12 scans completed as of June 2026.
Thirteen chatbots know your biography. F1 reveals how reliably
In the Weights probes 13 chatbots for cold biographical recall — F1 ceiling, LMP2 context, and GDPR implications.
Your agent reads SKILL.md. SkillsGuard reads it first.
Zero-dep static scanner for AI skill packages — 151 rules, SARIF, MCP server. What SkillsGuard catches, what it misses, and how it compares to Cisco and NVIDIA SkillSpector.
The doctor-vs-AI health exam that only one lab graded
GPT-5.5 Instant outscored physicians on HealthBench Professional. OpenAI built the benchmark, supplied the physicians, and ran the evaluation.
Gemini Omni is paywalled. 3.5 Flash is the backend.
3.5 Flash: GA, $1.50/M input, API-callable. Gemini Omni: subscription-only, no endpoint. Decision guide for builders.
One GitHub PR is how you ship to Grok Build's marketplace
What each Grok Build plugin bundles, who the day-one partners are, and how to submit your own extension via GitHub PR.
Copilot GA'd as a standalone workspace — not as a GitHub App
GitHub Copilot's standalone app GA in 2026: worktree isolation, org admin gating, and open spending questions explained.
Firefly routes to Kling, Veo, Runway. Your IP, not Adobe's.
Firefly AI assistant routes to Kling, Veo, Runway, and 25+ other models. Adobe's indemnity covers native outputs only.
Blackmail dropped from 96% to 0%. Here's the asterisk.
May 2026 alignment paper: how Anthropic cut Claude's blackmail rate from 96% to 0% and what the limits are.
Grok joins Databricks at DAIS — bring your own xAI credential
Grok 4.3 in Databricks Agent Bricks via BYOK. Unity AI Gateway controls, $5/1k tool calls, open partnership terms.
CrankGPT: Pi 5 Offline Voice AI — 0.8s TTFB, No Grid, Full Benchmark Breakdown
Pi 5, hand crank, no internet: CrankGPT's full ASR/TTS/LLM stack and llama-bench latency figures explained.
Activations into English: 4× better at surfacing hidden goals
Anthropic's NLAs map activations to English, exposing hidden goals 4× more than SAEs — and where they confabulate.
quicktok: 11× on tiktoken, author-reported, no README
quicktok: C++20 SIMD tiktoken replacement, byte-identical, 11× reported. No README. No independent reproduction.
Chronic management AI vs PCPs: 94% precision, simulated only
AMIE matched PCPs on 15 chronic management axes (94% vs 67% precision) in a Nature 2026 simulation. RxQA, Dialogue+Mx split, and key caveats.
What v3 event stream was silently losing — LangChain 1.4.8
langchain-core 1.4.8 + 1.3.10 (June 18): v3 metering gaps, BaseTool schema caching, and gpt-5.x routing correction.
AlphaEvolve in Borg before the paper: the concrete wins
Evolutionary code optimization from DeepMind — in Borg since 2024, 23% TPU speedup, Strassen improved.
Firefly executes Photoshop jobs. Not uniformly, though.
Firefly in Photoshop 27.9, Premiere 26.3, Illustrator, InDesign, Frame.io. Capabilities, 30-model backend, no SDK yet.
Opus 4.8 is a one-line swap. The xhigh recalibration isn't.
Opus 4.8 vs 4.7: +4.9 pts SWE-bench Pro, xhigh recalibrated, GA subagent fleets. Drop-in API; effort tiers changed.
Seven alphas later — what Codex CLI 0.141.0 actually delivers
Codex CLI v0.141.0 (stable): Noise relay, SQLite WAL pin, Windows hardening. v0.142 hit seven alphas in 48 hours.
SubQ's 56× gain: Appen ran the study. SubQ paid Appen.
SubQ 1.1 Small: 56× FLOP reduction at 1M, 99% NIAH, Appen-measured, unnamed donor base, private API, no public weights.
AI summaries appeared on 18% of queries. Clicks nearly halved.
Pew's 68,879-query study: AI summaries cut CTR from 15% to 8%. Semrush: 93% no-click on AI Mode. Dev content strategy.
Anthropic writes the checks. CodePath signs the W-2s.
$150M fund, 1,000 fellows embedded at nonprofits, W-2 from CodePath — what Claude Corps covers and who qualifies.
AMIE's chronic care paper is strong. The fine print is longer.
AMIE extends to longitudinal chronic care: 627 guidelines, 88% care plan quality vs 74% PCPs, drug knowledge ceiling at 73%.
94 vs 67: AMIE vs PCPs in a blinded prescription OSCE
Google's AMIE scored 94% vs 67% on prescription precision in a blinded OSCE. New RxQA benchmark released. Nature 2026.
xAI's Office sidebar is in PowerPoint. What goes where?
xAI's Office add-ins for PowerPoint, Word, and Excel. What content leaves your org and which protections apply per plan.
$24,999 디스플레이와 Google Beam이 아직 못 하는 것
Google I/O 2026 extended Beam to multi-person calls. Here's the AI pipeline, the $24,999 display, and where the gaps are.
CDC 예측을 넘어선 Gemini ERA의 실제 성능
Google's I/O 2026 AI research suite: literature triage, hypothesis tournaments, and ERA outperforming CDC forecasts.
LLM 비용을 선물로 헤지한다는 상하이의 실험
Shanghai Futures Exchange is prototyping AI token futures — forward contracts on LLM consumption costs. Here's the technical picture.
블록 하나씩만 학습해도 정확도가 유지되는 이유
DiffusionBlocks trains one residual block per step, reducing activation memory B× with competitive or better accuracy.
AI 에이전트가 Robinhood에서 직접 거래하는 실제 구조
Robinhood opened its brokerage and card infrastructure to MCP-compatible AI agents. Here's what the implementation looks like technically.
ChatPerplexity 1.3.0, 실시간 검색 자동 라우팅이 된다
ChatPerplexity gains use_responses_api in 1.3.0: auto-routes to Perplexity's Agent API for real-time search.
대화 중간 제약을 바꿔도 프롬프트 캐시가 끊기지 않는다
Mid-conversation constraint injection in v0.105.0 preserves prompt cache continuity across long inference runs.
5줄 스크립트로 SharePoint가 조용히 유출된다
A 5-line poisoned Skills script silently exfiltrates SharePoint data via Copilot Cowork — no approval gate, no CVE, no patch.
Waymo가 이미 실사용 중인 Street View 기반 Genie 3
Genie 3 generates interactive worlds from real Street View geometry. Waymo is already using it for rare-event training.
클라우드도 선도 없이 시각장애 러너를 안내하는 AI
DeepMind's chest-mounted AI system lets blind runners navigate independently using dual-path on-device inference—no cloud, no tether.
Anthropic SDK 릴리즈가 PyPI 배포를 깨뜨린 이유
Two rapid patches followed Anthropic's 0.105.0 drop. Here's what broke, why, and which version to pin.
Claude Code MCP 크리덴셜 유출이 패치됐다
Seven builds in one week: four Bash/PowerShell sandbox bugs patched, /code-review --fix lands auto-apply, and a serious MCP auth credential leak is closed.
AlphaEvolve와 Co-Scientist, 발표대로 작동하는가
Three experimental AI research tools launched at I/O 2026. What Literature Insights, Co-Scientist, and AlphaEvolve each actually do.
Google Workspace Live, 기능 접근 순서가 정해졌다
Docs Live, Gmail Live, Gemini Spark, Sheets one-shot: I/O 2026 Workspace features and who gets access first.
Anthropic SDK 출력 귀속, 코드에서 실제로 뭐가 달라지나
v0.105.0 adds granular output-type attribution and configurable upload caps—here's what they do and when to use them.
vLLM 최신은 v0.21.0, 포트 버그는 아직 미해결
v0.22.0 doesn't exist yet. v0.21.0 ships KV offload, spec decode, and a multi-server port bug still under review.
Claude Code, 9일 만에 보안 구멍 4개를 닫았다
Ten patches in nine days: pinned sessions, four security fixes, /code-review --fix, and skill-level tool gating.
SuperGrok 구독자는 이제 API 키 없이 grok-build-0.1을 쓴다
SuperGrok and X Premium+ subscribers can now authenticate into Kilo Code and run grok-build-0.1 inside VS Code or JetBrains — no API key management required.
Codex CLI 0.134.0 & 0.135.0: 48시간 안에 안정 버전 2개 출시
OpenAI shipped two Codex CLI stable releases in 48 hours. What changed, what broke, and why the cadence matters.
Anthropic Python SDK 0.105: Opus 4.8 및 미드-세션 시스템 프롬프트
Three SDK releases in 7.5 hours ship claude-opus-4-8 support, mid-conversation system blocks, and finer output usage reporting.
xAI grok-build-0.1 API 공개 베타: 토큰 비용 및 SDK 지원
xAI's coding model exits the $299 CLI gate. Here's what the public API beta actually offers developers.
Grok Build, OpenCode·Kilo Code에 상륙: xAI의 13일 롤아웃
xAI shipped grok-build-0.1 to three developer tools in 13 days. Here's what each integration covers and how to pick the right surface.
Codex CLI Doctor가 생겼다, TUI와 Vim 모드도 달라졌다
OpenAI's 0.135.0 stable is a diagnostics and polish cycle. What moved in the TUI, Vim mode, and remote transport.
Command A+, 벤치마크 갭에도 엔터프라이즈가 선택할 이유
Cohere's first open-weight frontier model: benchmark gaps, native citation design, and the enterprise sovereignty case.
grok-build-0.1, 캐싱 인시던트가 드러낸 스펙의 실체
xAI's grok-build-0.1 hit public beta in May 2026. Here's what the spec says — and what the caching incident revealed.
SWE-Bench Pro 69.2%의 Claude, 에이전트 코딩이 달라지나
Anthropic ships Opus 4.8 with 69.2% SWE-Bench Pro, mid-conversation system messages, and adaptive thinking.
Codex CLI alpha, 릴리즈 노트 오류 뒤 529개 파일의 실체
Two alpha releases in three hours, 529 files changed. Here's what the diff says when the release notes page errors.
xAI Colossus 독점 계약으로 Claude 요청 한도가 즉시 올랐다
Anthropic buys exclusive access to xAI's Colossus 1 cluster: 220K GPUs, $1.25B/month, and immediate Claude rate limit increases.
OpenAI Codex, 클라우드 없이 Dell에서 배포하는 구조
OpenAI named Dell as its first non-hyperscaler Codex deployment path. Here's how the architecture actually works and who it targets.
Starlette BadHost, 프록시 없는 AI 에이전트 인증을 우회한다
Starlette BadHost (CVE-2026-48710): a crafted Host header bypasses auth middleware. Unproxied AI agents at highest risk.
Netflix GenAI 스튜디오, 보도자료 없이 채용 공고가 드러냈다
Netflix's AI animation studio emerged from job listings, not PR. Here's what the hiring data reveals about the pipeline architecture.
구글 AI Mode 10억 명, 개발자 코드에 뭐가 달라지나
AI Mode crossed 1B users at I/O 2026. Queries are 3× longer, background agents go live this summer. Here's what structurally changed.
일리노이 AI 법안, $5억 매출이면 적용 의무가 달라진다
SB 315 passed 110-0. Who the $500M threshold covers, what five obligations apply, and when enforcement starts.
Gemini 3.5 Flash GA, thinking_level이 기존 코드를 깨뜨린다
Gemini 3.5 Flash is GA: 1M-token context, a breaking thinking_level change, and full pricing breakdown.
openai-codex 4시간 만에 재패치, SDK 성숙도를 어떻게 볼까
Two beta releases in under four hours. Here's what the b1→b2 patch cadence tells developers about SDK maturity and what to pin.
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