#Funding/M&A

AIFidji Simo's company ChronicleBio aims to develop treatments for POTS, Long COVID, ME/CFS, and hEDS, which currently have zero FDA-approved therapies. The company plans to build the deepest dataset on these conditions and use AI to identify the biology behind their symptoms. The goal is to match the right drugs to the right patients.

AIAmazon Research Awards has opened its fall 2026 call for proposals, with a November 4 deadline. Successful applicants will receive unrestricted funds, AWS promotional credits, and training resources. Research areas include agentic AI, AI for information security, automated reasoning, AWS cryptography, building on Trainium, multilingual and contextual AI evaluation, on-device multimodal perception, and synthetic data generation for multimodal perception.

AICharacter.ai doubled its production inference throughput and cut cost per token by 50% by running on AMD Instinct GPUs through DigitalOcean. The post says the gains allow the company to serve more users and run more advanced models on the same compute footprint.

AIOpenAI says more than 15,000 accounts attempted to extract its models' reasoning, and links a core group to people associated with Moonshot AI, maker of Kimi. Anthropic made a similar claim in February. OpenAI says no encryption was cracked and no database breached, and frames the charge as breaking its terms of service.

AIBenchmark has won a hot competition to lead a new funding round for early-stage chip startup Tendrils Compute, according to multiple people familiar with the matter. Sources say the company is already discussing a fast follow-up raise that could value it at more than $1 billion. The deal is part of a wave of VC investment in specialized chips, including inference-focused startups such as Etched, which doubled its valuation to $21 billion in August.

AIa16z is leading doxxnet's Series A, backing a parallel private network that lets people and their agents browse privately, transfer files directly, and connect devices into encrypted meshes without a central communications server. doxxnet, built by Barrett Lyon, uses its own global backbone, IP space, naming system, and certificate authority, and requires no email address or phone number to get started.

AINVIDIA CEO Jensen Huang will join ElevenLabs co-founder Mati Staniszewski for a conversation on the future of AI at ElevenLabs Summit NYC on November 11. The post notes that NVIDIA has partnered with ElevenLabs since the company's earliest days.

AIGoogle says Gemini 4 Argon is rolling out at $2/$10 per million tokens, though the author has not yet been able to access the model to test it. OpenAI pulled GPT-6.1 Astra over alignment failures and released GPT-6.1 Sol, which it prices at the same $2/$10 and says shows substantial alignment improvements over GPT-6 Sol. The post also covers Anthropic's leaked IPO prospectus, which reportedly lists roughly $518 billion in compute commitments, and a court ruling upholding the Department of War's supply chain risk designation of Anthropic.

AIAndreessen Horowitz is leading Armadin's Series B round for an autonomous AI security platform that runs continuous offensive testing across applications, cloud, identity, and internal networks. The platform uses an agentic attacker swarm to produce validated kill chains showing reachability, exploitability, and blast radius, followed by proactive remediation. The article's investment framing is grounded in the company's founders, including Kevin Mandia, founder of Mandiant.

AIElevenLabs is opening an office in Amsterdam and launching its Netherlands operation, with the company inviting interested candidates to join its team via its careers page. The post is a recruitment announcement and does not mention products, models, or figures.

AIBarclays is expanding its collaboration with Anthropic to roll Claude out across its global operations, with Claude Code expected to reach 50% of its developer population by the end of 2026. Its Colleague Knowledge Assistant, powered by Claude through retrieval-augmented generation, has been used by more than 16,000 colleagues and handled over one million searches. In Global Markets, Claude models classify and route roughly 120,000 client emails daily.

AISpeculation about Jony Ive's secret OpenAI hardware has shifted from a voice-based desk device in May 2024 to a wearable pin, then a pen, and now a 3D donut with a swivel piece. The post points to the Dots logo as a donut, suggesting the design has moved toward that shape. The author notes that the rumors remain unconfirmed.

AIOpenAI co-founder Greg Brockman is no longer making the second $25 million donation he had promised to the super PAC Leading the Future, according to a New York Times scoop. The commentary notes that AI regulation has become a major national issue far faster than many expected since Brockman's August 2025 commitment.

AICognition is the first customer to run NVIDIA Vera Rubin, powered by CoreWeave. On SWE-2 inference, the new chips deliver about 4.8x more token throughput than GB200 at the same decode speed.

AIOpenAI published a new report on how small businesses are putting AI agents to work across customer acquisition, product development, and financial management. Through a new partnership with the ASBDC, OpenAI is also providing hands-on AI training and local guidance to help more owners get started.

AIClément Delangue of Hugging Face jokes that the next robot should have arms to help assemble Microducks, and he'd like to see the Microduck production and assembly line. The context is Pollen Robotics' announcement that 10,950 Microducks will ship in weekly batches between December 10 and January 10.

AI“Instead, they manipulated model interactions so that protected reasoning could be reproduced in forms visible to the requester in a coordinated, scaled manner that violated our terms of service” It’s the API company’s problem if their model can be manipulated like this. Add KYC

AICognition has named Chris Degnan its Chief Revenue Officer to help it scale globally, after he spent a decade at Snowflake, rising from its first sales hire to CRO and driving over $3B in ARR. Cognition is also partnering with Chad Peets and the RPT team to build its go-to-market team. Degnan says he is excited to help drive customer outcomes for Devin, Cognition's product.

AIswyx says Flow is doing for hardware engineering what Git and GitHub did for software, aligning thousands of stakeholders on complex, irreversible, high-value pipelines from cars to rockets. The background post says Flow raised a $50M Series B at a $750M valuation and is now used for requirements and verification by Anduril, Joby, Stoke Space, Rivian, and General Motors PPU, among others. It argues AI agents will soon move from integrating hardware engineering work to doing it.

AIHugging Face and OS4Science are partnering to identify the software libraries that scientific model contributors depend on most and to support their maintainers. The move responds to ESM-2, a 2022 protein model still downloaded hundreds of thousands of times a month, which relies on maintained software underneath it.

AIClément Delangue said he received thousands of direct messages from job seekers and that his bot cannot analyze them automatically, so review will take a few days. He noted that applicants without a reply should not read it as a judgment, and pointed them to Hugging Face's Workable careers page for specific positions.

AIHarrison Chase praises Listen Labs as a great company and its founders, Alfred and Florian, calling the customer-understanding problem space a compelling AI use case. The post is a short endorsement of Listen's future work, and it accompanies Alfred Wang's announcement that Listen Labs is joining Salesforce, with Alfred remaining CEO and Florian remaining CTO.

AIOpenAI announced more than 20 updates at DevDay 2026, including dots always-on agents, GPT-6.1 Sol, Ultrafast token generation, ChatGPT Space, and a $500/month Pro 500 plan. GPT-6.1 Sol is priced at $2 input and $10 output per 1M tokens and is available in the API as gpt-6.1-sol. Ultrafast generates tokens up to 8x faster in Codex and up to 6x faster in the API.

Why it matters: The post lists dozens of OpenAI DevDay 2026 changes across models, agents, plans, and APIs, useful for scanning what shipped and who gets access.

AIAMD CEO Lisa Su has made several headline moves in the past week, including an $8.2B deal to acquire Fei-Fei Li's World Labs. The post also says AMD became the first woman-led company to cross $1T in value, and that Su was seated four seats away from the U.S. President, closer than Broadcom and cybersecurity firms.

AIwh announced joining Proximal in San Francisco, citing open problems in data and post-training for large models. Proximal builds infrastructure that lets AI improve from real-world experience, and the background describes over $200M in annualized revenue from helping frontier labs and enterprises improve coding agents.

AISierra is a launch partner in OpenAI's new marketplace, letting eligible customers build Sierra agents using their existing OpenAI commitments. The company says almost 50% of the Fortune 50 work with it, and it positions its pricing around outcomes such as closed sales and retained customers rather than tokens.

AIPearson is acquiring Workera, a company that measures workers' skills in tasks and job roles to show businesses where employees are strong and where they need development. Andrew Ng, who served as Workera's chairman, says the combination under CEO Kian Katanforoosh and Pearson leadership could support more people and businesses.

AITogether AI ranks first on OpenRouter token share among top open coding models, with Z.ai's GLM 5.3 Flash at 29.2%, DeepSeek's V4.1 Flash at 25.6%, and Moonshot's Kimi K3 at 18.9%. The post positions Together as a go-to provider for running coding agents on open models.

AICognition welcomed Alex Stamos as its new CISO. Stamos said AI's real safety and security issues can be fixed and that he is joining Cognition to get to work on them.

AIAnthropic's draft S-1 prospectus, reported by Reuters, shows an $8bn operating loss and a $42bn net loss for 2025, which includes an accounting charge. The author argues revenues are growing far faster than costs, with the company likely turning a profit in 2026. The source also cites $518bn in compute commitments over 7-10 years, about 80% of which cannot be cancelled.

Why it matters: The piece sets Anthropic's 2025 losses against its revenue growth and compute commitments, offering a concrete read on how an AI lab's finances could look at IPO.

AIClément Delangue says Hugging Face's acquisition by Nvidia lets the company hire people it could not afford as a small startup. He frames the move as giving them a decade to help open-source AI win, and invites interested candidates to message him directly.

AIYuchen Jin argues OpenAI and Anthropic are roughly tied on coding LLMs, so the competition now centers on which $100/$200 Pro plan is more generous and resets more often. He suggests the winner will be whoever has more GPUs and is willing to lose more money to capture the market. He adds that a future Gemini 4 could change this picture.

AIProximal, a year-old startup supplying coding data to AI labs, raised funding from General Catalyst at a $300m valuation. In the past 10 months, it has surpassed $200m in annualized revenue, reflecting the labs' ongoing demand for data.

AILong Lake, founded three years ago, has completed its $6.3B acquisition of Amex GBT, its 40th acquisition. The company says its family of businesses now employs nearly 30,000 people and aims to help businesses deploy AI to improve customer service.

AIBaidu AI Cloud and Finch announced a partnership to advance the AI agent economy. The collaboration starts with integrating models through Baidu AI Cloud's Qianfan MaaS platform, and the companies plan to explore new business models and industry applications for AI agents.

AIOpenAI is reopening its Pro $200 subscription to new subscribers while changing how usage is calculated, so the plan nets out at about half the API spend of the old Pro $200 plan. The quoted post says the 5-hour limit will not return and that GPT-6 Sol and GPT-6 Luna API prices were cut 50% this week. The author adds that Pro's earlier generosity was unsustainable and cites a January 2025 Sam Altman post saying OpenAI was losing money on Pro subscriptions.

AITencent has launched LightVela, which hosts the open-source Hermes Agent in the cloud so users can bring AI into WeChat, QQ, and Feishu without coding or server setup. The post contrasts this with Meta's AI agent Muse, which reportedly topped US app charts in September with over 2.5 million downloads in 13 days. The author argues personal AI assistants will deeply integrate into daily life, noting the pace of change is very fast.

AIAMD is bringing World Labs and Fei-Fei Li into its organization, according to Lisa Su's post, which says the combination will pair World Labs' AI and world-model expertise with AMD's compute leadership. Hugging Face co-founder Clément Delangue congratulated the team and said he looks forward to what they will build in the coming years.

AIAlibaba unveiled the Zhenwu V900 AI chip at its 2026 Apsara Conference, claiming three times its predecessor's performance and support for clusters of up to 500,000 cards. The company is pursuing data center capacity beyond 20 gigawatts by 2032 and has committed RMB 380 billion in capital spending over three years.

AICricket legend Sachin Tendulkar announced a partnership with OpenAI, teasing upcoming projects and encouraging people to explore ChatGPT with their own questions. The post is brief and gives no product details, timelines, or specific plans.