https://news.langya.io/en/ Tech / Business / Security — the few worth reading each day en https://news.langya.io/en/p/89/ https://news.langya.io/en/p/89/ Sat, 27 Jun 2026 11:39:00 GMT DeepSeek 首次拉北大署名開源推理框架 DSpark｜高並發下單用戶提速 60%-85%，吞吐反而再漲 51%-661% DeepSeek 與北京大學在 6 月 27 日聯合放出推理加速框架 DSpark，相關論文掛上 arXiv，訓練代碼、評估腳本與草稿模型 checkpoint 同步進 GitHub 的 DeepSpec 倉庫，作者列表裡有梁文鋒。這是 DeepSeek 第一次和高校合作署名開源底層推理組件。 正常做推測解碼（speculative decodi https://news.langya.io/en/p/88/ https://news.langya.io/en/p/88/ Sat, 27 Jun 2026 09:32:00 GMT Linux kernel DirtyClone (CVE-2026-43503) lets any local user root the box via XFRM/IPsec packet cloning. No log trail. Patched in 7.1-rc5 — update now. https://news.langya.io/en/p/87/ https://news.langya.io/en/p/87/ Sat, 27 Jun 2026 09:30:00 GMT Leaks show Apple's A20 will be the first 2nm Apple Silicon, repackaging DRAM to the side of the SoC (WMCM) for thermals, and jumping to 96-bit LPDDR6. https://news.langya.io/en/p/86/ https://news.langya.io/en/p/86/ Sat, 27 Jun 2026 09:29:00 GMT iOS 27 Beta 2 contains a SearchPartnerInferenceProvider component with localized strings naming «Baidu Visual Search» — Apple's first region-routed visual search backend, and Baidu is the only named partner so far. https://news.langya.io/en/p/85/ https://news.langya.io/en/p/85/ Fri, 26 Jun 2026 17:58:00 GMT Bloomberg reports Apple will skip M6 Pro and M6 Max entirely, pushing pro-tier Mac chips to the M7 family in late 2027 — the first break in Apple Silicon's annual Pro/Max cadence since 2020. https://news.langya.io/en/p/84/ https://news.langya.io/en/p/84/ Fri, 26 Jun 2026 17:56:00 GMT Xbox prices rise globally August 1: +$100 on 512GB SKUs, +$150 on 1TB, and the 2TB model is discontinued. Series X has risen 60% from its launch price. https://news.langya.io/en/p/83/ https://news.langya.io/en/p/83/ Fri, 26 Jun 2026 17:55:00 GMT DeepSeek announces a company-wide doubling of staff, just as it closes its first external round: ~$7.4B raised at a $50B+ post-money valuation. Tencent reportedly takes ~20%. https://news.langya.io/en/p/82/ https://news.langya.io/en/p/82/ Fri, 26 Jun 2026 17:54:00 GMT curl 8.21.0 fixes 18 CVEs at once — a single-release record. One had been hiding since 2001, and at least 11 were found by AI models, including 6 from AISLE alone. https://news.langya.io/en/p/81/ https://news.langya.io/en/p/81/ Fri, 26 Jun 2026 17:52:00 GMT On June 26, a light sport aircraft (registration B-12PP) struck Beijing's tallest building, CITIC Tower (528m). Videos vanished from Weibo, Douyin, WeChat within hours. https://news.langya.io/en/p/80/ https://news.langya.io/en/p/80/ Fri, 26 Jun 2026 17:50:00 GMT Samsung will announce a ₩1,000T (~$648B) ten-year plan, with SK Hynix joining. Korean chip expansion planned for the 2040s is being pulled into the mid-2030s by AI memory demand. https://news.langya.io/en/p/79/ https://news.langya.io/en/p/79/ Fri, 26 Jun 2026 17:49:00 GMT 24 hours after raising Mac/iPad prices, Tim Cook tells the Wall Street Journal more hikes are coming. Memory chip prices have risen 4× in three quarters; iPhone 18 (September) is next. https://news.langya.io/en/p/78/ https://news.langya.io/en/p/78/ Fri, 26 Jun 2026 17:48:00 GMT OpenAI's GPT-5.6 enters limited preview — but the first ~20 enterprise customers each need White House approval. OpenAI says publicly: «this shouldn't be the long-term default.» https://news.langya.io/en/p/77/ https://news.langya.io/en/p/77/ Fri, 26 Jun 2026 17:47:00 GMT IBM unveils a 0.7nm (7-angstrom) chip — humanity's first sub-1nm node. Density 2× its own 2nm, ~100B transistors on a nail-sized die. Mass production in ~5 years. https://news.langya.io/en/p/76/ https://news.langya.io/en/p/76/ Thu, 25 Jun 2026 15:15:00 GMT Apple raises prices across Mac, iPad, Vision Pro on June 25, averaging +$246. Mac Studio Ultra alone gains $1,300. iPhone, Apple Watch, AirPods stay unchanged. Cook calls it «a once-in-a-century flood». https://news.langya.io/en/p/75/ https://news.langya.io/en/p/75/ Sun, 21 Jun 2026 07:33:00 GMT GitHub now lets repos cap how many open PRs a non-write-access contributor can have. PR throughput rose 3.6× in four years — AI-generated PRs are the main driver. https://news.langya.io/en/p/74/ https://news.langya.io/en/p/74/ Sun, 21 Jun 2026 07:27:00 GMT John Jumper — Nobel laureate, AlphaFold lead, DeepMind VP — joins Anthropic. Less than a week after Gemini co-lead Noam Shazeer left for OpenAI. Two crown jewels gone in seven days. https://news.langya.io/en/p/73/ https://news.langya.io/en/p/73/ Thu, 18 Jun 2026 15:18:00 GMT Trump confirms an Apple–Intel US foundry deal on Truth Social. Intel stock jumped 9% pre-market. Apple's decade-long TSMC exclusivity gets its first crack. https://news.langya.io/en/p/72/ https://news.langya.io/en/p/72/ Thu, 18 Jun 2026 15:18:00 GMT Shanghai Securities News reports Meituan paid restaurants ¥2,000 per case for negative material on rival Taobao Shangou. Taobao Shangou says it's «shocked and furious». https://news.langya.io/en/p/68/ https://news.langya.io/en/p/68/ Thu, 18 Jun 2026 15:07:00 GMT China's SAMR called Walmart China in for food safety on June 13. Sam's Club Chief Procurement Officer resigned within a week. Four food incidents in six months. https://news.langya.io/en/p/67/ https://news.langya.io/en/p/67/ Thu, 18 Jun 2026 15:03:00 GMT Xiaohongshu plans a confidential Hong Kong IPO filing by end of June at a $70B target. The valuation has 4×'d in 18 months. Underwriters: Goldman, CICC. https://news.langya.io/en/p/66/ https://news.langya.io/en/p/66/ Wed, 17 Jun 2026 09:50:00 GMT GitHub's Octoverse 2025: 180M developers (+36M in a year), TypeScript overtakes Python and JS as #1 by contributors, LLM-using repos grew 178% year-on-year. https://news.langya.io/en/p/65/ https://news.langya.io/en/p/65/ Wed, 17 Jun 2026 09:47:00 GMT Per Ramp's expense data, Anthropic's share of enterprise AI subscriptions hit 41% in May, edging past OpenAI's 39.5% — first reversal. Export controls became a tailwind. https://news.langya.io/en/p/64/ https://news.langya.io/en/p/64/ Tue, 16 Jun 2026 10:35:00 GMT Redis patched five critical RCE bugs at once on May 5, affecting 7.2.0–8.6.2. CVE-2026-23479 had been hiding for two years. PoC chains are public. Upgrade immediately. https://news.langya.io/en/p/63/ https://news.langya.io/en/p/63/ Tue, 16 Jun 2026 10:33:00 GMT AMD's FSR 4.1 expands from RX 9000 to RX 7000 in July. The INT8 build claims quality parity with the FP8 version. RX 6000 and Steam Deck GPU come early 2027 with shader-based inference. https://news.langya.io/en/p/62/ https://news.langya.io/en/p/62/ Tue, 16 Jun 2026 10:32:00 GMT Microsoft is asking AWS for help keeping GitHub up. Code-change events go from 1B in 2025 to a projected 14B in 2026 — 14× — driven by AI coding agents. Eight outages already this year. https://news.langya.io/en/p/61/ https://news.langya.io/en/p/61/ Mon, 15 Jun 2026 08:18:00 GMT Oracle Cloud Always Free's ARM instance ceiling drops 50% today (June 15) — from 4 OCPU + 24GB to 2 OCPU + 12GB. Over-limit free instances are powered off. No transition period. https://news.langya.io/en/p/60/ https://news.langya.io/en/p/60/ Sat, 13 Jun 2026 07:58:00 GMT 42 state attorneys general jointly subpoena OpenAI, asking for ad practices, retention mechanics, child/elderly use, model docs and policies. Three legal hits in a week, just as OpenAI files its IPO. https://news.langya.io/en/p/59/ https://news.langya.io/en/p/59/ Sat, 13 Jun 2026 07:57:00 GMT SpaceX IPO opens June 12, ticker SPCX, +20% first day to a $2T valuation. Musk crosses $1.05T net worth — humanity's first trillionaire. 90%+ of it is locked for 366 days. https://news.langya.io/en/p/58/ https://news.langya.io/en/p/58/ Sat, 13 Jun 2026 07:55:00 GMT Three months in, Google still hasn't fully fixed the Pixel bootloop bug from the March update. Pixels 6 through 10 are affected. Google's first solutions wiped data; a rescue OTA is now trickling out. https://news.langya.io/en/p/57/ https://news.langya.io/en/p/57/ Sat, 13 Jun 2026 07:32:00 GMT Commerce Secretary Howard Lutnick orders Anthropic to block all foreign users from Fable 5 and Mythos 5 — including its own non-US employees. Anthropic pulls both flagship models globally. https://news.langya.io/en/p/56/ https://news.langya.io/en/p/56/ Wed, 10 Jun 2026 14:22:00 GMT MacBook Neo 2 will reuse A19 Pro binned chips left over from iPhone 17 Pro — which means 12GB LPDDR5X is standard, since the A19 Pro doesn't ship with 8GB. This unlocks AFM 3 Core Advanced. https://news.langya.io/en/p/55/ https://news.langya.io/en/p/55/ Wed, 10 Jun 2026 12:27:00 GMT At Computex 2026, in a hall full of RTX 50 and RDNA 4, Maxsun showed off a 6×HDMI 8GB card based on the 2018 RX 580 2048SP — meant for signage and monitoring walls. https://news.langya.io/en/p/50/ https://news.langya.io/en/p/50/ Sat, 06 Jun 2026 07:40:00 GMT Musk's math on Starlink V3: 10× bandwidth per satellite, 10× more satellites, multiplies to 100×. Orbit drops from 550km to 350km, halving minimum latency. https://news.langya.io/en/p/49/ https://news.langya.io/en/p/49/ Fri, 05 Jun 2026 15:50:00 GMT Two weeks into Google Cloud layoffs, the Threat Intelligence Group (GTIG) was cut on June 3 — the same week Google Cloud Next launched new AI security products. Mandiant is also affected. https://news.langya.io/en/p/48/ https://news.langya.io/en/p/48/ Fri, 05 Jun 2026 15:48:00 GMT SpaceX IPO underwriters tell the syndicate not to accept mainland-China or Hong Kong investor orders, citing ITAR compliance. SpaceX.com is blocked in CN/HK from June 5. https://news.langya.io/en/p/47/ https://news.langya.io/en/p/47/ Fri, 05 Jun 2026 10:27:00 GMT Cloudflare CEO Matthew Prince: bot traffic crossed human traffic for the first time — 57.4% vs 42.6%. He had predicted 2027 only three months ago. https://news.langya.io/en/p/46/ https://news.langya.io/en/p/46/ Wed, 03 Jun 2026 16:25:00 GMT OpenAI's lawyers are studying legal options against Apple — possibly a breach-of-contract notice, not necessarily a lawsuit. iOS 27 will end ChatGPT's exclusivity in Siri; users can pick Gemini or Claude. https://news.langya.io/en/p/45/ https://news.langya.io/en/p/45/ Wed, 03 Jun 2026 16:19:00 GMT Google emails top Android developers with «confidential content invitations» — offering to buy source-code access, for «improving Google's developer tools». The email never mentions AI. The linked page does. https://news.langya.io/en/p/44/ https://news.langya.io/en/p/44/ Wed, 03 Jun 2026 16:14:00 GMT HTTP/2 Bomb: one home PC at 100Mbps can drain 32GB on Apache HTTPD or Envoy in 20 seconds. NGINX, IIS, Envoy and Cloudflare Pingora are all vulnerable in default config. https://news.langya.io/en/p/43/ https://news.langya.io/en/p/43/ Sat, 30 May 2026 16:15:00 GMT NVIDIA, Microsoft and Arm posted in sync: a Computex Taipei keynote from Jensen Huang on June 1 will unveil N1 and N1X chips. Dell XPS, Lenovo Legion 7, ASUS ProArt, MSI, and Surface are all queued. https://news.langya.io/en/p/42/ https://news.langya.io/en/p/42/ Sat, 30 May 2026 16:11:00 GMT IBM and Red Hat announce Project Lightwell — a $5B, 20,000-engineer open-source security clearinghouse. CEO Arvind Krishna says explicitly: Anthropic's Mythos was the trigger. https://news.langya.io/en/p/41/ https://news.langya.io/en/p/41/ Sat, 30 May 2026 16:09:00 GMT Linux kernel CIFSwitch — an 18-year-old local privilege escalation, found via AI-assisted semantic graph analysis. PoC public. Major distros vulnerable, patch and isolate now. https://news.langya.io/en/p/40/ https://news.langya.io/en/p/40/ Sat, 30 May 2026 02:37:00 GMT Two Wharton economists formalize the «AI Layoff Trap»: each firm rationally cuts staff, but collectively this destroys consumer demand. Block laid off nearly half its workforce — stock jumped 25%. https://news.langya.io/en/p/39/ https://news.langya.io/en/p/39/ Sat, 30 May 2026 02:01:00 GMT Claude Code Dynamic Workflows ships: Claude itself writes the orchestration script, spawning hundreds of parallel subagents in a single session, self-verifying before returning. Bun used it to port 750K lines to Rust in 11 days. https://news.langya.io/en/p/37/ https://news.langya.io/en/p/37/ Fri, 29 May 2026 00:54:00 GMT macOS Tahoe 26.5 patches 69 security issues — 9 in the kernel alone, a multi-year high. One kernel and one WebKit fix credit «Claude and Anthropic Research». https://news.langya.io/en/p/36/ https://news.langya.io/en/p/36/ Fri, 29 May 2026 00:52:00 GMT Massachusetts Uber and Lyft drivers formed the App Drivers Union — the first officially recognized rideshare worker union in the US. 70,000 drivers covered, via state-law workaround of federal limits. https://news.langya.io/en/p/35/ https://news.langya.io/en/p/35/ Fri, 29 May 2026 00:50:00 GMT Google's CEO claims «people love AI Mode». DuckDuckGo's no-AI search page noai.duckduckgo.com saw +22.7% weekly traffic the same week, with iOS App installs spiking 69.9% at peak. https://news.langya.io/en/p/34/ https://news.langya.io/en/p/34/ Fri, 29 May 2026 00:48:00 GMT David Rush, a senior CIA admin official with top-secret clearance, was arrested May 19. FBI found 303kg of gold bars (~$40M), $2M cash, 35 Rolexes. He'd faked his Navy and degree records for 17 years. https://news.langya.io/en/p/33/ https://news.langya.io/en/p/33/ Fri, 29 May 2026 00:47:00 GMT Claude Opus 4.8 ships with Anthropic's H-round announcement. Same API price, beats Opus 4.7 across coding, agents, reasoning. 4× more likely to flag code bugs honestly. Fast Mode unit cost cut 3×. https://news.langya.io/en/p/31/ https://news.langya.io/en/p/31/ Fri, 29 May 2026 00:44:00 GMT Anthropic closes a $65B H-round at a $965B post-money — overtaking OpenAI as the highest-valued AI startup. ARR hit $47B this month. Likely the last private round before IPO.