haddyalchaer.com
17m ago
19
600-experiment study: JEPA world models are limited by planning, not prediction
Independent researcher Haddy Alchaer ran 600 experiments on Meta's LeWM joint-embedding predictive architecture and reports the prediction bottleneck isn't pixels but planning. Hierarchical subgoal planning lifted 75-step Push-T success from 22% to 80%; a memory-graph planner with jump costs hit 85% and matched expert-guided performance. Including the robot's end position in the goal image cut success 4x. HN discussion hit 268 points in 18 hours.
zerodayinitiative.com
17m ago
21
ZDI drops 10+ CVSS 7.8 local root bugs in TrendAI Vision One
Zero Day Initiative on Nov 13 disclosed more than 10 local privilege escalation vulnerabilities in TrendAI Vision One Security Agent (CVE-2026-111778 through -111790), all rated CVSS 7.8. The flaws span null pointer dereferences, heap-based buffer overflows, type confusion, and stack-based overflows in the Unauthorized Change Prevention Service and Apex One NT services. An attacker with low-privileged code execution can escalate to SYSTEM.
implicator.ai
17m ago
22
Operand lands $31M at $220M for seller-free AI due diligence on PE deals
Operand raised $31M across seed and Series A led by Khosla Ventures at a $220M valuation, with Felicis, SV Angel, Soma Capital, and Y Combinator participating. The three-cofounder New York startup analyzes public records and internet traces to run autonomous PE due diligence without seller cooperation, examining customer overlap, pricing and operational metrics. Clearlake Capital is a reference customer; Keith Rabois joined the board.
JPMorgan: AI build drives record $2.1T 2027 US bond supply
JPMorgan strategists Nathaniel Rosenbaum and Eric Beinstein now expect $2.1T of US investment-grade bond issuance in 2027 — a record — with the AI buildout as the biggest driver. Tech and media account for $612B of net new supply: ~$225B from hyperscalers and another ~$225B for data-center and chip-related financing. JPMorgan also lifted its five-year data-center high-grade bond call from $1.5T to $2.1T.
Fed names AI top risk to financial system; 87% of contacts flag it
The Federal Reserve's semi-annual Financial Stability Report, released Nov 13, named AI as the top risk to the financial system — cited by 87% of market contacts, up from 50% in spring 2026. The Fed flagged three AI-related concerns: elevated equity valuations tied to 'super intelligence' enthusiasm, cybersecurity risk from state actors and frontier models themselves, and complex AI-related financing. Outstanding public debt tied to advanced computing is now estimated above $1.1T.
Perplexity brings Teammates agents to Mac for Max subscribers
Perplexity on November 13 brought its Teammates agentic feature to the macOS app for $200/month Max subscribers, letting users assign persistent background tasks to a squad of specialized agents that handle QA, customer service, research, and growth-marketing work in parallel. Teammates launched on the web the prior week and had previously been limited to iOS before the Mac rollout.
pandaily.com
2h ago
22
Tencent voice model decides when to search, sings on request
Tencent Hunyuan released Hy Realtime on November 13, a real-time speech model that autonomously decides mid-conversation whether to query external web tools before vocalizing a grounded response, and can sing songs on request across genres, artists, and languages specified by the caller. The model reconstructs intent from mumbled or self-corrected speech to sustain multi-turn dialogue, and is already live in Yuanbao voice calls (via the 'Chuyu' voice) and Tencent's internal customer-service lines. Tencent says a Tencent Cloud API will follow, without disclosing pricing or a date.
gbhackers.com
2h ago
ALERT 28
FBI warns ARTEX AI framework drove sub-3-hour breaches at scale
The FBI issued advisory FLASH-20261113-001 on November 13 warning that threat actors are weaponizing the ARTEX autonomous penetration testing framework, with intrusions progressing from initial targeting to privileged access in under three hours. The bureau says one campaign stole personal data on approximately 67,000 individuals in South Korea, another breach compromised a ConnectWise Cloud Backup tenant affecting more than 2,250 downstream customers, and researchers identified over 1,600 publicly exposed ARTEX consoles by early November. Attackers predominantly route the Go-based framework through Chinese model APIs including DeepSeek, GLM, and Kimi alongside Claude and GPT.
MetaX and UBTech back Xilect robot-chip startup, target Nvidia Thor
Chinese GPU maker MetaX and humanoid robot maker UBTech jointly founded Xilect, which raised RMB 500M in an angel round announced Nov 13 at a reported RMB 4B valuation led by GGV and Matrix Partners China. Xilect is building an on-robot system-on-chip combining multimodal perception, decision-making, and motion control — a 'large-and-small-brain' processor explicitly aimed at surpassing Nvidia's Thor. First development platform targets 2027; first chip in 2028.
FT: Huang couldn't reach the Chinese officials cutting him off
Despite Nvidia's 20+ years of business in China, former CEO Jensen Huang never built direct access to the policymakers driving Beijing's chip self-sufficiency campaign, Eleanor Olcott reports for the Financial Times. The piece undercuts Huang's long-held argument that keeping China hooked on Nvidia hardware preserved US technological leverage — and lands as Xi Jinping's leadership strictly limits H200 imports and pushes homegrown alternatives, even after Trump greenlit sales.
tokenpost.com
5h ago
27
DeepSeek turns its whole app into an API — search, voice, OCR
DeepSeek on Nov 13 exposed five tools previously exclusive to its chat app — web search, file input, URL reading, safety checks and speech-to-text/text-to-speech — as standalone APIs, all running against a new V4.1-Flash-1017 model ("deepseek-flash") across Messages, Responses and Chat Completions endpoints. Search and URL fetch cost $0.75/1K requests, OCR $0.225/1K pages, with ASR and TTS at a 50% launch discount. DeepSeek also open-sourced a chat demo supporting voice I/O and history import.
Huang misled Nvidia counsel and CMO about affair, Reuters says
According to Reuters, two sources and internal correspondence show Jensen Huang told Nvidia general counsel Tim Teter and CMO Alison Wagonfeld in two October messages that his interactions with Alice Huang and Megaspeed reflected "standard business dealings with customers." Huang also floated suing the New York Times over its piece about his meetings with her, though no demand was ever sent. The board's probe now covers both the affair and what Nvidia's own executives were told about it.
SBF's Anthropic stake, sold for $1.3B, would be worth $37B today
Per the FT's George Hammond, the $500M Alameda Research Ventures poured into Anthropic in 2021 — buying nearly 14% at a $4B valuation — would be worth roughly $37B at Anthropic's expected ~$1.5T IPO price next week. The FTX bankruptcy estate relinquished the stake in 2024 for about $1.3B, locking in one of the costliest early exits in recent VC history.
finance.yahoo.com
8h ago
22
Nvidia director sold $946M of stock before Huang scandal broke
Nvidia board member Mark Stevens — the company's second-largest individual shareholder after Jensen Huang — offloaded roughly 4.2 million shares worth $946M across three batches in August and September, more than any other U.S. insider last quarter. The sales were not covered by a 10b5-1 trading plan, and ended weeks before Huang resigned November 12 following the Chinese-intelligence affair disclosure. Stevens still holds about 27.5 million Nvidia shares.
Sierra ships Poppy agent protocol, live on every Shopify store
Sierra released Personal Agent Protocol (Poppy) 1.0 on November 13, defining how a user's personal agent discovers a company and negotiates allowed actions through APIs, websites or company agents. Every Shopify store in 175+ countries auto-publishes a Poppy file with no merchant setup, and Meta's Muse agent now searches for Poppy on every site it visits by default. 60 additional design partners — including Cisco, Delta, Intuit, Twilio and Zoom — joined earlier adopters to push the launch past 100 companies.
Trump won't raise Huang spy allegations in Xi meeting, officials say
US officials told CNBC that President Trump is not expected to raise allegations of a Chinese intelligence operation involving ex-Nvidia CEO Jensen Huang when he meets Xi Jinping on Nov 18-19 at the APEC summit in Shenzhen. One official said 'the situation with Nvidia should not really have any bearing on the trip,' with the economic agenda focused on 'implementation of the trade agreement' rather than active US investigations.
news.aibase.com
9h ago
22
Alibaba launches HappyShrimp AI music app with one-prompt songs
Alibaba rolled out HappyShrimp on iOS and Android Friday, an end-to-end text-to-song generator that outputs lyrics, arrangement and vocals from a single prompt in Chinese, pop, R&B, rock, funk, electronic, classical and jazz styles. Pricing starts at about 30 yuan/month for 150 songs in China and $14.90/month internationally; the launch is paired with a Taihe Music Group copyright partnership and marks the third release in Alibaba's 'Happy' generative-AI family after HappyHorse and HappyOyster.
Judge rips ClaimsHero's bid to pull authors from $1.5B Anthropic deal
At a San Francisco hearing Thursday, Judge William Alsup called ClaimsHero's campaign to pull class members out of the $1.5B Anthropic copyright settlement 'a fraud of immense proportions,' a 'blatant attempt to trick people into opting out,' and 'extortion.' The third-party firm has no federal litigation experience and is urging authors to reject the $3,000-per-work settlement in pursuit of claimed $150,000-per-book payouts, with Alsup threatening to refer the outfit to the US Attorney.
Apple ships $299 HomeView Siri AI smart display, no EU at launch
Apple opened orders Friday for HomeView, a $299 7-inch Liquid Retina smart hub that uses Siri AI with a 12MP FaceTime camera and facial recognition for up to six household members. It launched in Australia, Canada, India, New Zealand, Singapore, the UK and US but not the EU, where Siri AI is not yet available.
insideevs.com
9h ago
ALERT 29
Tesla opens Cybercab orders at $29,990 plus $299/month subscription
Tesla told 'select customers' Friday that they can order the Cybercab for personal use at $29,990, with a required $299-per-month Autonomy Subscription to operate it. The two-seat robotaxi has no steering wheel or pedals, operates only in supported service areas, and cannot be used commercially or modified; first deliveries are slated to begin in Austin next month.
Did AI ground US flights? DHS is looking at the FAA's new AI tool
The FAA halted flights nationwide on Friday, its first full ground stop since January 2023, days after expanding its SMART AI air traffic tool across the country. Transportation Secretary Sean Duffy blamed a communication issue at all Air Route Traffic Control Centers, and Homeland Security's Markwayne Mullin said of SMART: "We're looking at that." The tool's maker, Air Space Intelligence, says the stop "is not based on or a result of the SMART system."
LangChain lands $300M at $3B as LangSmith hits 7,000 customers
LangChain closed a $300M Series C at a $3B valuation, led by Alphabet's CapitalG with GIC, DFJ Growth, IVP, and Sapphire Ventures participating — more than doubling its $1.25B valuation from a year ago. LangSmith, its framework-agnostic agent operations and governance platform, now has over 7,000 customers including Nvidia, Toyota, Salesforce, Harvey, Rippling, and Clay. The company has a launch event scheduled November 20 to unveil additional LangSmith capabilities.
rte.ie
17h ago
ALERT 30
Nvidia board eyes Arm's Rene Haas as Huang successor
Nvidia's board has approached Arm Holdings CEO Rene Haas as a potential successor to Jensen Huang, per an FT report. Haas is among several candidates being considered with no guarantee of an offer or acceptance; he previously worked at Nvidia for more than a decade before becoming Arm's CEO in 2022. Arm shares fell over 5% and Nvidia dropped more than 3% on the news.
OpenAI disbands robotics team, says general models can run robots
OpenAI has disbanded its standalone robotics team, moving researchers to its main research org under Chief Research Officer Mark Chen and applied hardware staff to the Applied org under President Greg Brockman. The company reframed the move as acceleration, with researchers citing that general models like GPT-6 Astra can directly run robots. CMU's Guanya Shi said OpenAI likely sees robotics as 'a downstream application of general intelligence' rather than a special problem.
OpenAI launches ChatGPT Wallet so agents can buy for users
OpenAI on Nov 13 rolled out ChatGPT Wallet, letting its Dots agents purchase items on a user's behalf after a one-time card entry and per-transaction approval. The feature uses network-issued payment tokens so agents never see raw card data, launches with American Express, Mastercard and Visa as partners, and is initially limited to Pro subscribers aged 18+ in the US. OpenAI says it is not taking a cut of transactions at launch while it builds merchant relationships.
IBM Granite 4.1 LLMON drops prompt injection success below 6%
IBM released Granite 4.1 LLMON-preview models in 3B and 8B sizes on Nov 12, replacing conventional chat templates with LLMON — a markup that wraps every prompt block (system, instructions, data, documents, tool definitions, tool results) and tags each with an exec permission. IBM's internal tests show indirect prompt-injection success dropping from 53-100% on baselines to 0.02-5.6% when the privilege rule treats only exec-authoritative instructions as commands. IBM cautions the behavior is learned, not enforced, and should not be the sole defense for agents with access to sensitive systems.
thinkingmachines.ai
1d ago
ALERT 29
Thinking Machines open-weights 594B Inkling 2 Small on Hugging Face
Thinking Machines Lab published the full weights for Inkling 2 Small on Hugging Face under Apache 2.0 on November 12, following external safety and red-team testing. The MoE model has 594B total parameters and 17B active, supports image inputs and variable effort, and ships as a 393.5 GB checkpoint across 36 files. It initially launched November 5 as hosted-only on Tinker; Together AI, Fireworks, Baseten, Nebius, Modal and Cloudflare now offer inference, with Unsloth, SGLang and vLLM support.
Anthropic ships self-hosted Claude agents, credentials stay in customer cloud
Anthropic put Claude Managed Agents into private beta as a self-hosted edition on November 12, letting enterprises run the agent harness, sandboxes, PostgreSQL session store and workers inside their own cloud or on-prem. Model calls can be routed to Anthropic, Amazon Bedrock, Google's Agent Platform, Microsoft Foundry or an internal gateway, and credentials are held outside sandboxes via a proxy that injects secrets into MCP tool calls. Access is gated through Anthropic account teams; pricing is by quote.
OpenAI launches Daybreak Red Team and Defense Factory security products
OpenAI unveiled two products at its Cyber at the Frontier keynote on November 12: Daybreak Red Team, now in early access, deploys agent fleets to pen-test web apps using source code and app context and validates findings from scanners and bug-bounty reports. Daybreak Defense Factory, built on GPT-6 Cyber and available as a Codex plugin in research preview, scans connected GitHub repos and prepares merge-ready pull requests with tests. President Greg Brockman argued companies 'will be secure only to the extent of the frontier model that they use to defend themselves,' alongside a $1B Daybreak for Frontline Defenders subsidy.
Nscale Q3 revenue jumps 1,344%, net loss widens to $1.69B
Nvidia-backed neocloud Nscale filed an updated IPO prospectus on November 12 showing Q3 revenue of $307.5M, up 1,344% YoY from $25.5M a year earlier and from $140.6M in Q2, but net loss widened to $1.69B from $1.02B. The filing notes Nscale is contracted to supply computing power to Anthropic's West Virginia facility after Anthropic exercised an expansion right in late September. The FT separately reported Nscale needs additional financing to meet its 2027 Nvidia chip obligations for the Anthropic deal.
Mirendil raises $1B at $5B to automate AI R&D
Mirendil closed a $1B Series A led by Kleiner Perkins and Clearlake Capital, with Battery, Google, M13, Pear VC, S32 and others participating, roughly 5x its seed round from a few months earlier. The company, founded by researchers formerly at Anthropic, OpenAI, Google DeepMind and xAI, says it is building tools 'to make frontier AI research and development more accessible'; outside reporting pegs the post-money at about $5B. Public products include a 10M-token-context model, Fern 0.1, and Lor, a platform that orchestrates hundreds of autonomous coding and experiment agents.
Huang exit threatens $500B Nvidia-backed AI financing push
Nvidia's August pact with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to mobilize over $500B for AI data centers has produced no deals, and partners pushed Huang in the past month to raise his 25% residual-value backstop on GPUs used as collateral. Bloomberg sources say Broadcom's rival program offers 72.5%, leaving lenders hesitant. Huang's exit, with CFO Colette Kress stepping in as interim CEO, makes final agreements harder to close and risks a broader repricing of AI credit.