Cognition’s Scott Wu says AI coding agents shouldn’t replace humans
TechCrunch AI16 days agoCommentaryCognition makes Devin, described by TechCrunch as the first and arguably most successful AI coding agent. Scott Wu says the product is not meant to supplant human programmers. The key takeaway is a positioning statement: AI coding agents are being framed as tools for software work, not as a direct removal of humans from development.
CAPTCHAs can still detect AI agents★ 72
Hacker News (AI keywords)16 days agoPaperRoundtable argues that CAPTCHA image recognition is largely solved, but process-level behavior still separates humans from AI agents. Their CogCAPTCHA30 benchmark combines CAPTCHA with cognitive psychology tasks to test not only outputs, but how answers are produced. Results suggest frontier models like Claude, GPT, and Gemini are not necessarily more humanlike than smaller or cognition-trained models.
Xcena raises $135M betting AI’s bottleneck is memory, not compute
TechCrunch AI16 days agoHardwareSouth Korean chip startup Xcena raised a $135 million Series B at a $570 million valuation, bringing total funding to $185 million. The company argues AI inference is increasingly constrained by memory movement, not just GPU compute. Its prototype MX1 chip uses CXL to process data closer to DRAM, with Samsung foundry mass production planned by late 2026 and revenue targeted for 2027.
This AI startup will clean your home for free to train future robots
The Verge AI16 days agoBusinessAI training startup Shift is offering to clean homes for free, with a significant condition: it records cleaners at work. The footage captures tasks like scrubbing, vacuuming, dusting, tidying, and washing. Shift says the material will be used to train future robots, raising clear questions about data collection inside private homes.
Snowflake and AWS Expand AI Infrastructure Bet to $6B Over Five Years★ 72
INSIDE 硬塞 AI16 days agoBusinessSnowflake reported stronger-than-expected results and raised its annual product revenue forecast as enterprise demand grows. The company signed a five-year, $6 billion AI infrastructure agreement with AWS, expanding a previously smaller commitment. It also acquired Natoma to strengthen AI agent governance, positioning itself as a core enterprise AI platform.
Waymo Is Too Costly, Uber Too Slow: Fatal Flaws in Two Robotaxi Models
INSIDE 硬塞 AI16 days agoBusinessThe article contrasts two robotaxi commercialization strategies. Waymo controls technology and distribution through vertical integration, gaining tighter control but facing high costs. Uber relies on partnerships and its ride-hailing platform, keeping a lighter model but risking slower execution and less control. The broader question is whether value in autonomous mobility will accrue to core technology owners or demand-distribution platforms.
Real-Time LLM Inference on Standard GPUs at 3k Tokens/s per Request
Hacker News (AI keywords)16 days agoBenchmarkThe post’s title indicates a performance claim for real-time LLM inference on standard GPUs, reporting 3,000 tokens per second per request. No article body is available, so the underlying model, GPU type, batch size, latency profile, precision, serving stack, and benchmark method are not stated. The item is best treated as an inference-performance benchmark claim rather than a verified deployment guide.
Jensen Huang Hosts Taiwan Supply Chain Dinner, Says TSMC Leads Huawei by 10 Years
INSIDE 硬塞 AI16 days agoBusinessNVIDIA CEO Jensen Huang hosted key Taiwanese supply chain partners, with senior leaders from TSMC, Foxconn, and Quanta attending the high-profile dinner. The report frames the event as a signal of Taiwan’s central role in AI hardware, from advanced chips to manufacturing and servers. Huang also said TSMC leads Huawei by 10 years, underscoring the strategic weight of semiconductor capability.
Chinese Sodium-Ion Battery Passes German Test, Matches Tesla Lithium Performance
INSIDE 硬塞 AI16 days agoHardwareA German independent study has reportedly completed the first full third-party evaluation of China’s Hina sodium-ion battery. The test found strong cell uniformity and multiple performance metrics comparable to advanced lithium batteries, with the report benchmarking it against Tesla-level lithium performance. The key takeaway is external verification: the findings provide checkable data for assessing China’s sodium-ion battery progress.
Glean’s top line crosses $300M as AI budget-cutting becomes its major selling point
TechCrunch AI17 days agoBusinessTechCrunch reports that enterprise AI search startup Glean has crossed $300 million in annual revenue. The company tripled its annual revenue even as major tech companies entered the same category. Its pitch is increasingly centered on helping enterprises reduce or rationalize AI budgets, not only on AI-powered workplace search.
Fed up with vibe coders, dev sneaks data-nuking prompt injection into code
Ars Technica AI17 days agoIncidentArs Technica reports that a developer frustrated with vibe coders slipped an undisclosed prompt injection into jqwik-related code. The injected text allegedly instructed AI coding agents to delete application output. The incident highlights a new supply-chain risk: source code and project text can become adversarial instructions for agentic coding tools.
The Age of Async Agents — Cognition's Walden Yan & OpenInspect's Cole Murray
Latent Space17 days agoCommentaryLatent Space interviews Cognition's Walden Yan and OpenInspect's Cole Murray on the rise of async coding agents. The discussion centers on Devin-related workflows, including 80% Devin commits, spec-to-PR development, full VMs, agent memory, and PMs shipping code. The key theme is not a model release, but a shift toward agents that can work asynchronously inside more complete software delivery loops.
Just like gold and oil, we’ll soon be able to trade AI token futures
TechCrunch AI17 days agoBusinessTechCrunch reports that large exchanges are developing derivative products around AI tokens. The shift reflects a changing view of tokens: less as outputs from computation and more as input commodities, comparable to electricity or bandwidth. If these products emerge, AI token futures could let companies and investors manage exposure to future AI compute demand and pricing risk.
Sesame, the conversational AI startup from Oculus founders, launches iOS app
TechCrunch AI17 days agoNew ToolSesame, a conversational AI startup from Oculus founders, has launched a new iOS app for the public. The app brings its AI agents to users with a focus on more natural back-and-forth interactions. Based on the available summary, the product is positioned less like a traditional chatbot and more like talking to a person.
RSI is the new AGI — and it’s just as hard to pin down
TechCrunch AI17 days agoCommentaryTechCrunch reports that recursive self-improvement, or RSI, is becoming a new AI industry fixation, much like AGI. Researchers and startups including Recursive Superintelligence, Auto-Research, AutoScientist, and Disarray are exploring ways for AI systems to automate parts of AI research. But experts caution that AI-assisted research is not the same as fully autonomous self-improvement, especially while models still struggle with long-term self-direction and verification.
At TechCrunch Disrupt 2026: Databricks co-founder on what kills enterprise AI deals
TechCrunch AI17 days agoBusinessTechCrunch frames enterprise AI as entering a new phase, where companies are no longer mainly asking whether AI is exciting. The harder question is whether it can be deployed safely at scale. Centered on a TechCrunch Disrupt 2026 discussion with a Databricks co-founder, the article points to safety and broad rollout readiness as key enterprise AI deal concerns.
Rivian’s software chief thinks you don’t need CarPlay or buttons
The Verge AI17 days agoBusinessThe Verge interviews Rivian software chief Wassym Bensaid, who also co-leads RV Tech, Rivian’s platform joint venture with Volkswagen. The episode focuses on Rivian’s software-first approach to the in-car experience, including its resistance to CarPlay and reduced reliance on physical buttons. It also covers Rivian’s newly launched AI-powered voice assistant and how vehicle software may become a broader platform strategy.
Dcard Launches EntryDesk and VibeHost for Agent-Native Enterprise AI Workflows
INSIDE 硬塞 AI17 days agoBusinessDcard introduced EntryDesk and VibeHost, products aimed at helping companies move toward Agent-Native operations. The first wave supports both cloud and on-premises deployment, with integration into internal enterprise systems. The article says Dcard’s method shortened process time by over 80%, but the provided text does not include detailed case data, pricing, or technical architecture.
Budget Cuts and Acceptance Disputes May Stall Taiwan’s Counter-Drone Shift
INSIDE 硬塞 AI17 days agoCommentaryThe article examines Taiwan’s counter-drone modernization amid budget cuts and unresolved acceptance disputes. It argues that while foreign and domestic defense firms study combat data in Ukraine, Taiwan must build its own counter-drone and electronic warfare datasets. The larger issue is not only whether individual systems pass review, but whether local testing, technical iteration, and operational doctrine can keep developing.
Has the hunt for AI compute uncovered the next Cerebras?
TechCrunch AI17 days agoHardwareTechCrunch reports that General Compute has raised a $15 million seed round at a $60 million post-money valuation to build an AI inference neocloud. The company is ordering $300 million of SambaNova SN50 chips, betting they can outperform GPUs and rival specialized chips for inference. The story frames inference speed, deployment flexibility, and lower power needs as key battlegrounds in AI infrastructure.
NetApp Taiwan on AI Storage Bottlenecks, Hybrid Cloud, and Data Management
INSIDE 硬塞 AI17 days agoBusinessINSIDE interviews NetApp Taiwan technical director Hsu Hung-chun about enterprise AI infrastructure challenges. The article emphasizes nonstop scaling, automated data tiering, preprocessing, vectorization, hybrid cloud, and dual-site backup. NetApp frames storage as an active data management layer for AI projects, also integrating ransomware protection to simplify operations and improve resilience.
Vertu wants CEOs to run companies from an AI foldable starting at $6,880
TechCrunch AI17 days agoHardwareVertu has introduced a luxury AI foldable phone starting at $6,880, aimed at executives and CEOs. Built on the open-source Hermes project, it combines AI-agent workflows, enterprise integrations, and ultra-premium finishes. The available summary positions it as a high-end mobile business control hub, but does not specify supported enterprise platforms, model providers, hardware specs, or concrete agent capabilities.
Europe EV Sales Surge in April as Tesla Jumps 40% and BYD Doubles Sales
INSIDE 硬塞 AI18 days agoBusinessEurope’s new-car market grew in April, supported by strong demand for electric vehicles. EV sales have now increased for 16 consecutive months, showing continued momentum in the region. Tesla sales jumped 40%, but BYD doubled sales and surpassed Tesla, highlighting the rapid expansion of Chinese EV brands in Europe.
Debunking the “On-Premises Equals Safe” Myth in Digital Sovereignty
INSIDE 硬塞 AI18 days agoCommentaryThe piece frames Taiwan’s digital sovereignty debate through war and earthquake scenarios. It challenges the assumption that keeping infrastructure on premises automatically means safety. In an era of rising compute demands, the core issue for public agencies is not only where systems are hosted, but whether essential national services can survive physical disruption and continue operating under extreme conditions.
Snowflake signs $6B AWS deal for AI CPU chips
TechCrunch AI18 days agoHardwareSnowflake has signed a massive five-year agreement with Amazon worth $6 billion to secure chips for AI usage. The deal is framed as another win for AWS as major data and cloud platforms lock in long-term compute capacity. TechCrunch also notes that Nvidia is being put on notice as alternative AI chip supply paths gain attention.
Nvidia bets $150B on Taiwan as US AI hub plan backfires★ 72
Ars Technica AI18 days agoBusinessArs Technica reports that Nvidia will invest $150 billion annually to make Taiwan an AI “epicenter.” The headline frames the move against Trump’s effort to make the US an AI hub, suggesting the policy push may be backfiring. The provided source text does not specify investment targets, timeline, partners, or operational details, so the takeaway should remain focused on Nvidia’s strategic emphasis on Taiwan.
Payroll startup Remote says revenue per employee rose 50% with AI
TechCrunch AI18 days agoBusinessPayroll service provider Remote recently surpassed $300 million in annual recurring revenue and became cash-flow positive. The company attributes the milestone partly to AI adoption, saying revenue per employee rose 50% without adding headcount. The report does not specify which AI models, vendors, or internal workflows drove the improvement.
Your SEO strategy is optimized for a search engine that no longer exists.
TechCrunch AI18 days agoCommentaryTechCrunch’s Equity podcast discusses how Google I/O made AI-generated answers central to search. For brands that built strategies around the classic list of blue links, the rules of visibility are changing. The key concern is that many companies have little insight into how AI systems describe them to customers, making brand monitoring and SEO strategy more uncertain.
Meta launches Instagram, Facebook, and WhatsApp subscriptions, with AI plans ahead
TechCrunch AI18 days agoBusinessMeta is rolling out paid subscription plans for Instagram, Facebook, and WhatsApp worldwide, expanding subscriptions across its major social and messaging products. The company is also testing additional AI, creator, and business-focused offerings under the broader Meta One subscription brand. The report signals a business model shift, but does not yet detail specific AI features, models, pricing, or launch timing for those future plans.
ESMFold2: The Bitter Lesson Is Coming for Proteins★ 74
Latent Space18 days agoCommentaryLatent Space interviews Biohub’s Alex Rives about ESMFold2 and the broader ESM protein modeling stack. The discussion centers on datasets versus inductive bias, and whether protein biology is entering its own Bitter Lesson era. The key implication is that large-scale evolutionary sequence data and open models may become foundations for structure prediction, interaction modeling, and programmable biology.