Pick the corner of AI you care about. Stories carry a short, source-grounded read on what happened and why it matters.

OpenAI has reportedly raised an additional $11 billion as part of a funding round that hasn't closed yet but is expected to in the coming weeks.
Also reported by The Verge, SiliconANGLE and The Decoder

Despite the tech selloff, Anthropic is pressing ahead with its IPO at a valuation of $1.25 to $1.75 trillion, well below the hoped-for $2 trillion. The Claude developer aims to raise $80 to $100 billion before Thanksgiving. Rival OpenAI has also recently had to cut its valuation. The article Anthropic pushes ahead with pre-Thanksgiving IPO despite tech selloff, accepts lower valuation appeared first on The Decoder.

Anthropic CEO Dario Amodei. | Photo: Jason Henry/Bloomberg via Getty Images Anthropic is using AI to build more powerful AI. And it appears to be working remarkably well, with the company's models improving roughly twice as quickly as a year ago, with little indication of slowing down. That's according to a new report published Thursday by the AI safety research organization METR, following an 11-week investigation inside the company, as part of a report evaluating its AI resear

Nous Research has released Arete-27B, a supervised fine-tune of Alibaba’s Qwen3.8-27B. Arete-27B is a 27B open-weight model that strips Chinese state framing from Qwen’s answers. On Nous’s own 803-prompt eval, answers containing propaganda fell from 22% to 0.9%. Developers get Qwen-class agentic skill without state-aligned answers. The weights, eval and training data are all public. TL;DR Size: 27B dense parameters (all active). Trained at 64k context. Base Qwen3.8-27B

Google has released Gemini Omni 1.2 Flash, the newest version of its video generation and editing model. Gemini Omni 1.2 Flash generates and edits clips up to 15 seconds natively. It also cuts the price by 30% compared with Omni 1.1 Flash. The model is generally available on Google Cloud and the Gemini API. For developers, the takeaways are longer clips, fewer re-renders and a lower bill per second. TL;DR Runs on: Google-hosted only (Gemini API, Google Cloud). No open weights, no local d
Also reported by Google DeepMind

Dropbox announced Thursday plans to acquire Tigris Data for $350 million in a transaction the company told Crunchbase News would mark its largest acquisition since its founding in 2007. Founded by former Uber engineers, Sunnyvale, California-based Tigris is building a network of localized data storage centers that it claims can meet the distributed compute needs of modern AI workloads. Tigris has raised about $31.9 million since its founding in 2021, per Crunchbase data. Its October 2025 Series
Also reported by TechCrunch

Google is completely turning off Search in schools that reject its AI features, the company told The New York Times. The decision was also shared in a broader education-related update from Google on Tuesday, saying that access to Gemini, Gemini Notebook, Gemini in Classroom, and Google Search "will be entirely off" for K-12 student accounts unless "administrators explicitly turn them on." Administrators will not be given the option to toggle Gemini-powered features off without
Also reported by Ars Technica, TechCrunch and Wired AI

Democrats’ historic victories in this week’s U.S. midterm elections could also transform the tech industry. The public voted on 41 data center-related ballot measures on Tuesday — in all but one, the majority voted to impose more restrictions on data center development. And even when data centers weren’t on the ballot directly, they were a […]

On Tuesday, millions of American voters went to the polls and voted overwhelmingly for Democrats and against AI. The fight against Big Tech is about to come roaring back, and the fight over data centers is looking even harder for the folks trying to build them. On this episode of The Vergecast, Nilay and David discuss what the 2026 midterms mean for the tech industry going forward. They dig into the self-quarantining echo chamber that is X, the congressional energy likely to b

The startup allows software engineers to deploy teams of agents to work on various aspects of a project simultaneously.
Also reported by SiliconANGLE

OpenAI will acquire Pierre Computer Company, expanding Codex’s tools for building, understanding, and reviewing code.
Also reported by SiliconANGLE

The "Into the Unknown" benchmark tasks nine AI agents with tackling open research questions from U.S. national laboratories. None of the 135 submissions meets all requirements. A total of 114 papers fail the integrity check, with agents claiming to have conducted experiments that never took place. GPT-6 Astra performs best but still doesn't meet the experts' standards. The article Nine AI agents tried autonomous research on open questions from US national labs and none passed the expert

Ricursive Intelligence is releasing Ripple-65B Preview, a 65-billion-parameter open-weight language model that the company says achieves the top score among open-source U.S. models on the TerminalBench 2.1 coding benchmark at a total R&D cost of $32 million. On other benchmarks, however, Ripple falls behind the likewise newly released western open model Inkling 2 Small. The article Ripple-65B Preview delivers strong agentic coding results as a fully Apache 2.0 open US model appeare

In the Vals AI benchmark, OpenAI's GPT-6 Sol Daybreak hits 80.8 percent of attack objectives in simulated corporate networks. Worse, the open-weight model DeepSeek V4.1 Flash reaches 72.8 percent at a tenth of the cost. Because open models can no longer be restricted, analysts say the window for defenders is shrinking fast. The article The gap between open and closed AI models in cyber capabilities keeps shrinking appeared first on The Decoder.

The five-year-old startup raised a $1.3 billion round led by Bessemer.
Also reported by SiliconANGLE

Introducing GPT‑6 Cyber, OpenAI’s cybersecurity model for finding exploitable vulnerabilities and developing fixes, trained to stay within authorized scope.

Stargate Abilene has become the symbol of America’s AI buildout. It is a gigawatt-scale campus on the Texas plains built for OpenAI. China has campuses on a similar scale, though few people outside the country have had a look inside. In September, we visited one, and we found the speed, scale, ultra low cost, and deep vertical integration astonishing.During the trip, we toured Inner Mongolia, China’s fastest-growing AI datacenter region. It's the “West Texas” of China, bu

China's intelligence agency recruited Megaspeed executive Alice Huang to spy on Nvidia CEO Jensen Huang, according to The New York Times. The Ministry of State Security (MSS) enlisted her to glean information about American AI chips and "potentially influence the company to push for its most advanced chips to be made available to China." Megaspeed is a customer of Nvidia's, and Alice Huang also has "relationships with executives at the highest levels of the A.I. chip industry,"
Also reported by TechCrunch

Donald Trump’s big, rapid American AI buildout now faces a major slowdown as voters in yesterday’s elections overwhelmingly supported candidates and measures that favored increasing restrictions on AI and data centers nationwide. One resource from a polling firm, called Redbud Consulting, tracked data center initiatives on the ballot and reported that out of 44 measures across 10 states seeking to restrict data centers, 38 passed so far. Those measures included dozens of moratoriums and bans. An
Tencent Holdings Ltd. today introduced Hy4, a new large language model that adds computer-use capabilities for the first time, using advanced visual understanding, reasoning and tool-calling to deliver long-horizon agentic performance. The company said the model marks a significant leap in performance over its Hy4 Preview, which arrived August 28, weighing in at 770 billion parameters with 49 […] The post Tencent releases Hy4, powerful frontier LLM introducing visual understanding and comp

Concerns are being raised that neither the Commerce Department nor Nvidia are doing their due diligence when it comes to vetting Chinese firms cleared to handle the company's H200 AI chips. According to The New York Times, New Matrix is on the list of approved firms, yet its offices are empty, "a hollow gray shell with wires dangling from the ceiling where lights should be." In fact, the paper could find little evidence that the company exists in any meaningful way: Only scant

We wrote at length about how SpaceX’s plans for 10GW in 2027 was feasible, paving the way for +300b+ ARR. We received a lot of pushback from folks calling it impossible. Now, just two months later, we’re already seeing 3.6GW under construction across multiple sites, both existing and new. SpaceX has even revised its estimate up to ~13GW in 2027. This would be the largest amount of datacenter capacity ever built by any one company in that timeframe, roughly equivalent to all of Google

Thinking Machines Lab has released Inkling 2 Small, the first model of its second Inkling generation. The Inkling 2 Small model is a sparse Mixture-of-Experts (MoE) with 594B total and 17B active parameters. It accepts text and images, and supports variable reasoning effort. On the Artificial Analysis Intelligence Index, it scores 31. Its predecessor, Inkling Small, scores 13 on the same index. The model is live on Tinker for fine-tuning and inference. TL;DR Size: 594B total, 17B active
Also reported by SiliconANGLE

Data center developers are poised to face a more restrictive building environment after voters across the country voted in candidates who favor moratoriums and ballot measures that put more obstacles on their expansion, delivering a stinging blow to a central pillar of the AI industry. Of voters polled by NBC News on Election Day, 76 percent said they opposed data centers in their communities. Dozens of local communities voted directly to restrict development through ballot mea
Also reported by Wired AI and TechCrunch

Perplexity is taking on OpenAI and Anthropic with its own work-focused AI agents. The startup's new always-on "Teammates" can take on multiple roles within a workspace, while pulling existing projects, skills, and memory from the Perplexity tools you already use. Teammates integrate with Perplexity Computer, an AI system that can deploy agents on your device to complete tasks. But Perplexity says Teammates "build on top" of Computer by offering the ability to collaborate and co
Also reported by The Decoder

Airbnb says its upcoming AI agent will help travelers plan trips, compare options, manage bookings, and get assistance throughout their stay.
Also reported by The Verge

OpenAI is launching GPT-6 Cyber, the latest version of its cybersecurity AI model, which it says is better at finding vulnerabilities and less likely to go rogue and hack other platforms in the process. OpenAI says that during testing, GPT-6 Cyber went out of bounds less than 1 percent of the time, down from around 5 percent with GPT-5.6 Cyber. The evaluation, called ExploitGym HoneyPot, is modeled after the Hugging Face Incident, in which OpenAI's AI agents breached the open-s
Also reported by TechCrunch

The deal highlights the challenges of developing massive AI data centers.

Agility arrives on the Nasdaq today as the first publicly-traded pure-play humanoid robotics company.
Also reported by Ars Technica

The new Stretch features an updated modular design that enables “plug and play” part swaps. | Source: Boston Dynamics Boston Dynamics Inc. this week unveiled Stretch Gen 2, the latest generation of its autonomous mobile trailer unloading robot. With over 100,000 operating hours and tens of millions of boxes handled under its belt, the company built the updated robot to maximize uptime and streamline maintenance. Brian Donnelly, the vice president and general manager of logistics robotics at Bost

ABB Robotics has integrated NVIDIA Omniverse libraries into RobotStudio. Source: ABB Robotics Yesterday, ABB Robotics confirmed to The Robot Report that China’s Office of the Working Mechanism for Foreign Investment Security Review has blocked SoftBank Group Corp.’s planned acquisition of ABB Robotics. Regulators had expressed concern that data for training artificial intelligence models could be transferred overseas. ABB Robotics is already a significant manufacturer and provider of

Huawei’s AI data center in Horinger, Inner Mongolia, uses Ascend chips and has an estimated AI computing capacity that is just 7% that of the world’s largest AI data center, SpaceX’s Colossus 2 in Tennessee.

OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.

An experiment in which AI models were asked to break into simulated networks showed the hacking skills of DeepSeek and GLM to be not far behind OpenAI’s most advanced cyber model, which isn’t public.

Democrats’ historic victories in this week’s U.S. midterm elections could also transform the tech industry. The public voted on 41 data center-related ballot measures on Tuesday — in all but one, the majority voted to impose more restrictions on data center development. And even when data centers weren’t on the ballot directly, they were a […]

OpenAI is partnering with Hacktron to find vulnerabilities, test connections with third-party services, and strengthen defenses with frontier AI.

After weeks of backlash—and a failed attempt to quell it—Meta has indefinitely delayed plans to update its commercial terms and require Meta Business account users to allow extensive AI training on external websites linked on Facebook. "We're pausing the changes as we continue to engage with stakeholders and take our time to get this right. In the meantime, our existing terms remain in effect," a Meta spokesperson told Reuters. Soon after Meta notified business account holders of the up

Data brokers are collecting all sorts of internal corporate files to help train AI models. Not everyone is thrilled.

AI usage keeps climbing, but spending has stalled. Price cuts and smarter cost controls among the biggest spenders could challenge investor assumptions about AI hypergrowth.

AI agents won't be stealing Uber's lunch any time soon. Only four rides were arranged by third-party AI agents during the third quarter of 2026, Uber executives disclosed during an earnings call this morning. The volume of Uber Eats orders fulfilled by AI agents was a little higher, with the company recording "around 500" during the week of Halloween, out of a total 320 million Uber rides and Uber Eats deliveries. This is the first time that Uber has disclosed the number of t
Also reported by TechCrunch

Physicl is trying to solve the sim-to-real gap with a pipeline originally built to market goods online.

Members of the action group Geef Tegengas put a banner on a crane during a protest. | Image: Getty Images Protesters have broken into a construction site of a new Microsoft data center in Amsterdam this morning. Members of the Geef Tegengas group helped organize the protest against the construction of three 85-meter data center towers in the outskirts of Amsterdam. Reuters reports that around 100 people made it into the construction site, with some scaling a crane to place a "fu

Clutch, backed by Lightspeed and SignalFire, was last valued at $85 million, according to a source.

Following this week's midterms where voters resoundingly voiced their opposition to data center expansion, OpenAI today announced new commitments to communities where it is working on data center projects, including that it won't use non-disclosure agreements (NDAs) with public officials. Many data center projects have come under scrutiny for relying on NDAs to hide discussions between developers and local officials. However, OpenAI says it is now allowing "only narrow protecti

Baidu has released ERNIE 5.5 Flash Base, the raw pre-training checkpoint of its new sparse Mixture-of-Experts language model. ERNIE 5.5 Flash Base is a 280B-parameter text model from Baidu that activates 14B parameters per token. The weights stop at the end of pre-training, with no mid- or post-training applied. This as a clean starting point for teams that want to compare fine-tuning, instruction tuning or RL methods from one checkpoint. TL;DR Size: 280B total, 14B active per token; 128

Google faced the ire of educators and parents earlier this week when it announced a new AI policy for K–12 schools. Google said that it developed its new approach to give schools more control, but early reporting also suggested Google would block search access for schools that didn't want to use AI. Google didn't see the backlash coming, but now that it's here, the search giant is clarifying what exactly its new policy means and what's changing. The gist of the new policy, according to Google's

In November 2025, we published a newsletter saying that Google is selling TPUs to external customers. Since then, we have been proven right over and over again with Oracle, OpenAI, Anthropic, and Meta all becoming customers of TPUs just as our Accelerator Model reported.Hardware demand is only half the story, as NVIDIA’s moat has historically been its software and large developer ecosystem. This is where TPU is also making headway, partnering with upstream maintainers across the entire ec

Open-source simulation models could democratize AI development for robotics and autonomous systems across research and industry.

Meta now lets you have voice conversations with your Muse AI agent in real time, CEO Mark Zuckerberg announced today. The feature has been rolled out to me, and I gave it a spin on the iOS app while writing this article. As you chat with your Muse agent, the avatar at the top of your conversation animates in time with the words that it's saying. You can also change the tone of the voice by just asking your agent about what you want and letting it decide or by browsing through a

Meta warns that growing political opposition to data centers could threaten future AI investments, as communities push back against massive infrastructure projects.

Meta's AI agent can now take calls as a customizable animated avatar, ahead of the launch of a Tamagotchi-like wearable designed to bring Muse to life.

Anthropic has a new pitch for managing your personal finances: let Claude do it instead, with a new Personal Finance feature that connects it to your bank and card accounts via the Plaid bank bridging platform. You can ask the chatbot "where did my money go this month," for example, and it'll create an overview with a breakdown of spending by category, including rent and utilities, shopping, and food. Claude can also answer broader questions around what bills are left before yo

OpenAI president Greg Brockman says the company could be ready to go public in 2027, pointing to accelerating enterprise revenue and a turnaround in its business.

With Personal Finance in Claude, users can connect their bank and card accounts through Plaid and ask questions about their finances.

On Tuesday night, Democrats made history as they took control of the House and the Senate, and a blue wave swept through traditionally red and swing states - with the nation's first Black woman governor elected in Georgia, the country's first Native American woman governor elected in New Mexico, and a Maine Senator ceding to a Democrat after 30 years in office. In these and other campaigns, one theme kept coming up: holding AI companies accountable to the American people. Now,

Larger models, longer contexts and agentic applications are increasing GPU memory pressure while supply tightens and prices rise — a trend expected to continue through the near term. NVIDIA works closely with memory partners to rapidly adopt the latest memory technologies. NVIDIA was first to adopt HBM3e and HBM4 technologies into an accelerated computing stack. But the approach isn’t to simply pack more memory onto the GPU. It’s full-stack codesign. NVIDIA intentionally designs GPUs, CPUs, net

ABB Robotics has about 7,000 employees, and its U.S. headquarters and factory are in Auburn Hills, Mich. | Source: ABB Robotics It has been more than a year since ABB announced it singed an agreement to sell its robotics division to the Japanese tech giant SoftBank Group. The $5.375 billion deal is now being blocked by Chinese regulators, ABB confirmed to The Robot Report. China‘s Office of the Working Mechanism for Foreign Investment Security Review has prohibited the acquisition in the c

As AI floods math with unchecked proofs, Axiom Math is betting on verification. The startup’s AI agents just formally verified the Stacks Project, one of the field’s biggest libraries.

Agility Robotics began trading on the Nasdaq Stock Market this morning under the ticker “AGLT,” after the company completed its merger with special-purpose acquisition company, or SPAC, Churchill Capital Corp XI. Agility’s stock opened at $11.26 per share, which was above the $10 per share price used in the SPAC deal. The Salem, Ore.-based company‘s stock was at $10.30 as of press time. “Today marks an important milestone for Agility, but the bigger story is what it me

Construction companies are struggling to find enough workers. For startups, that means venture investors are pouring money into companies betting that robots can help close the gap. Companies spanning construction and robotics have raised about $1.6 billion this year through Oct. 29 — more than 4x the $389 million recorded in all of 2025 — according to Crunchbase data. The surge was driven by three companies that raised the majority of the funding. The broad trend: For contractors struggling to

After four of the biggest competitors in the AI race held quarterly earnings calls late last month, two things are clear: Big Tech is not done spending record amounts on the AI data center buildout, and the AI data center buildout is not any closer to yielding its promised returns. A third thing is also starting to become clear - Big Tech will not be slowing down, at least not on its own. Amazon, Microsoft, Alphabet, and Meta told investors they're planning to spend at least $7

OpenAI introduces its National Community Compact and Compute Campus Policy Blueprint to protect local resources, create jobs, and guide responsible AI infrastructure development.

AI data center demand is reviving nuclear energy, but whether SMRs, plant restarts, and fusion can deliver enough power quickly remains uncertain.

OpenAI just shipped Images 2.6 across ChatGPT, Codex and the API. For developers, the core release is GPT-Image-2.6, shipped as two API models: Flare and Sunburst. OpenAI team states that Images 2.6 generates images 50% faster than before. The update also adds GIF output, SVG export, markup-guided edits and a new complexity parameter. TL;DR Size: Closed weights, token-billed image API. Runs on: OpenAI-hosted only (ChatGPT, Codex, API). Performance: 50% faster image generation than

Together AI has introduced Together Compiler (TKCC), an agent-driven system that keeps re-optimizing inference as production traffic changes. Together Compiler already runs on several of Together’s serverless endpoints. The core claim for developers: an engine tuned once goes stale, so tuning should never stop. TL;DR System: It is an optimization system, tested on Kimi K3, GLM 5.3, MiniMax M3.1 Flash, DeepSeek v4.1 Flash and Llama 1B. Runs on: NVIDIA B200, B300, GB300, H100, AMD

Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.

Broadcom’s shipments of TPU by unit volume increased by about 65% quarter over quarter to roughly 800,000 chips, while compute output doubled, driven by a shift to more powerful chips.

Ricursive Intelligence just released Ripple-65B Preview. Ripple-65B Preview is a 65B dense open-weight model from Ricursive, pretrained from scratch for agentic coding. It is a general-purpose variant of the proprietary model behind Ricursive’s AI chip design platform. The main claim: 80.52 on Terminal-Bench 2.1, the top self-reported score among US open-weight models. Every MoE rival it beats on that test carries 501B to 975B total parameters. TL;DR Size: 65B dense (65B active), p

webAI has released TwIL-8B, an 8.8B reasoning model for math, code and instruction following. The TwIL-8B reasoning model is post-trained from IBM’s Granite 4.2 8B. Weights are on Hugging Face under a non-commercial license. webAI’s launch post frames the pitch around cost per task, not raw scale. The 4-bit build is 4.98 GiB, sized for CPU or modest-VRAM GPU inference. TL;DR Size: 8.79B parameters, dense. 131,072-token context, inherited from the base model. Runs on: CPU o

OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.

OpenAI’s Chris Lehane wants AI to define the 2028 election, proposing a new social contract that could benefit Americans while also advancing the AI giant’s own business interests.

Leading the Future, backed by Silicon Valley’s biggest billionaires, had a war chest of $100 million and an aggressive stance against AI regulation. All of it didn’t add up to much on Tuesday night.

Crusoe's 3.5 MW Spark Liquid unit highlights how factory-built, modular data centers are becoming a faster path to AI capacity at scale.

Open source models are becoming more mainstream as enterprises, governments and startups alike rely on the promise of lower costs, more control, and more flexibility. But as increasingly capable models become more freely available, how do companies capture value? And with Chinese open models gaining ground, can American players keep up? On this episode of […]

Open source models are becoming more mainstream as enterprises, governments and startups alike rely on the promise of lower costs, more control, and more flexibility. But as increasingly capable models become more freely available, how do companies capture value? And with Chinese open models gaining ground, can American players keep up? On this episode of […]

LiberAI introduces Liber-0, a world action model pretrained on more than 2.2 million hours of human experience to support zero-shot robot manipulation. In an evaluation of 60 tasks proposed by GPT-6, it achieved 36.0% overall success without robot demonstrations collected specifically for those target tasks. The model combines large-scale human video, glove-recorded hand motion and embodiment alignment to transfer human manipulation experience to robots. Liber-0 achieves 36.0% overall success in

Daybreak Red brings GPT-5.6 Cyber to approved customers in AWS GovCloud (US-East) through Amazon Bedrock for authorized cybersecurity work.
Enterprise artificial intelligence platform company Oumi PBC today extended its Frontier AI Engineer agent so it can build AI agents for customers and retrain the models those agents run on. The release goes after a problem that tends to surface once agents leave the demo stage. A failing agent might have a bad prompt, a […] The post Oumi’s Frontier AI Engineer now builds AI agents and retrains the models behind them appeared first on SiliconANGLE.

The AI minister now concedes the estimated figure is less than a third of that. Researchers blame the country’s slow rate of adoption

Google Chief Business Officer Philipp Schindler. | Bloomberg via Getty Images Search queries are growing at their fastest rate in five years, Google parent Alphabet said in its earnings report last week. However, Google's Search revenue growth slowed to 12 percent year over year in the third quarter, down from roughly 17 percent in the previous quarter. Meanwhile, growth in paid clicks - clicks on ads that generate revenue for Google - slowed from 13 percent to 8 percent. That's

Tencent’s WeChat Vision team has released WeVisOne-VL, an open vision language model in 2B and 4B sizes. The WeVisOne-VL vision language model handles detection, referring, counting, pointing, OCR, segmentation and alpha matting in one model. Pixel outputs come from a 9.6M-parameter decoder, so no separate SAM is needed. It also answers “None” when a queried object is absent. For developers, that can replace a detector, an OCR engine and a segmenter with one model. TL;DR
Applied Compute Inc., a fast-growing provider of artificial intelligence infrastructure, has raised $350 million in funding at a $3.25 billion valuation. The startup announced the deal on Monday. It stated that prominent angel investor Elad Gil led the round with participation from Nvidia Corp., Shopify Ventures, HubSpot Ventures and over a dozen others. Applied Compute […] The post AI cloud startup Applied Compute raises $350M after reaching key revenue milestone appeared first on Silicon

Anthropic’s Frontier Red Team has released FlashProve, an open-source research prototype for provable inference. FlashProve is a zkSNARK system from Anthropic that proves a reply came from a committed model. The proof reveals nothing about the model weights. On Llama 4 Maverick, a 400B mixture-of-experts model, it proves about 110 tokens/second on 1 H100. For developers, this targets a real gap: today you cannot check which model actually answered your API call. TL;DR Size: Proves

Called FlashProve, the system would let anyone check that an AI response really came from the model it claims to be from.

The years-long wait for access to the grid and new turbines is causing data center builders to turn to an unusual, less efficient and less environmentally friendly solution: once-discarded jet engines.
Salesforce Inc. has agreed to buy Cresta Intelligence Inc., a venture-backed provider of customer service software. The cloud giant didn’t disclose the financial terms in its late Monday announcement of the deal. The Information reported that Salesforce is paying $2.7 billion. Cresta’s platform uses artificial intelligence to answer customer inquiries. It can also perform more […] The post Salesforce to buy customer service automation startup Cresta for reported $2.7B appeared first on Sil

Russian tech companies are scrambling to harden and hide their data centers underground after Ukrainian drone strikes damaged facilities housing AI supercomputers and disrupted cloud services for millions of Russian users. Meanwhile, the Kremlin is requiring data center owners to reserve computing capacity for emergency state needs and has even authorized possible use of foreign data centers. These consequences of Russia's war against Ukraine come as the Russian military has bombarded Ukrainian

Apple will now let Siri AI perform actions across third-party apps. As part of the iOS 27.3 update rolling out on Tuesday, Apple announced developers can now integrate Siri AI's new features in "all apps," allowing the voice assistant to draw on a user's personal context, process natural language prompts, and use on-screen awareness to complete requests. The update, which is rolling out as part of a Developer Preview, also adds a new "app skills" feature that third-party develo

In many circles, "Ask Chat" has replaced "Google it," and that's reflected in a new announcement from OpenAI: the volume of search queries run through ChatGPT now equals 20 percent of the volume run through Google. Adam Fry, OpenAI's consumer product lead for ChatGPT, made the announcement at a press event on Monday. He said the company defines a search as any time a user inputs a query that results in a web search, as opposed to tasks like defining a term or a simple how-to ex

At a moment when Anthropic's compute margins should be getting better, they’re getting worse.
Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.

Thinking Machines' AI model Inkling 2 Small swears during its internal reasoning, 316 times across 2,655 benchmark runs, according to an analysis by Vals AI. The profanity typically shows up late in long runs that fail anyway. But it doesn't work as a warning signal: 96 percent of failed runs contained no cursing at all. The article Thinking Machines' Inkling 2 Small drops 316 F-bombs across benchmark runs appeared first on The Decoder.

AI models can often spot problematic behavior by other AI agents in logs, according to a study by Anthropic researcher Andy Hall. GPT-5 found about 98 percent of reward-hacking cases, but the more exhaustively the search is tuned, the more false alarms pile up. That's not yet enough for reliable safety checks. The article AI auditors catch most agent misbehavior but flood reviewers with false alarms, new study finds appeared first on The Decoder.

Nous Research retrained Alibaba's Qwen3.8-27B to produce Arete-27B, largely stripping out its pro-Chinese bias. The propaganda rate dropped from 22 percent to less than one percent, while general capabilities remained intact in tests. The method relied on 53 million tokens of supervised fine-tuning. The political bias is "applied late, it is applied thin," the team writes. The article State propaganda in some Chinese AI models is only "a thin layer" that fine-tuning can strip

On Equity, we unpacked what the midterms mean for the tech industry.

Today, I’m talking with Alex Stamos, chief security officer at Cognition and longtime cybersecurity expert, about what a mess cybersecurity is right now. This episode is part one of a special series looking at AI in real life. I’ve always enjoyed talking to Alex because he’s so direct, and you’re going to hear him say that the multibillion-dollar cybersecurity industry as we’ve known it is essentially overdue to the unrelenting, AI-boosted waves of hacks, breaches, and attack

The NYT Cooking app now has a built in AI assistant. | Photo: Jennifer Pattison Tuohy / The Verge Around 7PM each weeknight, I find myself standing in front of the fridge, trying to decide on something for dinner that won't make my husband complain, "Chicken again?" Yes, I should meal plan more, but I don't, so this is where I'm at. A nightly battle in which the chicken usually wins. Recently, my best weapon in this fight has been AI. Between Alexa Plus in the Echo smart display

Meta's Muse agents continue to get new features and integrations. Spaces promises to be a new way to interact with the AI helpers.
Also reported by The Verge

High-precision manufacturing was once considered something exclusive to large corporations. However, advances in robotic integration and automated manufacturing have changed this perception. Sophisticated capabilities are becoming accessible to midmarket and smaller operations. This shift has led to a more even competitive landscape. Smaller manufacturers have an opportunity to reach new levels of accuracy and efficiency. Today’s robotic systems can help these producers modernize targeted workf

The apps and platforms that help family caregivers manage their loved ones’ needs are becoming more capable, but the broader issue of caregivers’ well-being remains unsolved.

Buoyant, the company behind Linkerd, has released Kinference, an open source project for building inference platforms on Kubernetes. Kinference is an inference control plane for Kubernetes and vLLM. It sits in front of a fleet of vLLM workers and decides where each request goes. It applies routing policies, token rate limits, KV-cache-aware load balancing and per-tenant metrics in one layer. For dev teams serving many open-weight models to many internal clients, it targets the layer above the m

Aina's ring can also take calls and help you dictate notes on your Mac.
Also reported by Wired AI

Want to keep track of the largest startup funding deals in 2026 with our curated list of $100 million-plus venture deals to U.S.-based companies? Check out The Crunchbase Megadeals Board. This is a weekly feature that runs down the week’s Top 10 announced funding rounds in the U.S. Check out last week’s biggest funding deal roundup here. This week brought another plethora of large funding rounds for startups and growth-stage companies. Shield AI, a defense tech player focused on autonomy and vir

Security researchers found hundreds of servers hosting the penetration testing tool Artex exposed to the internet, allowing anyone access to the hacking tool.

Lumai is testing optical AI servers in a UK lab to see whether shifting inference prefill off GPUs can ease data center power constraints.

Zyphra has released ZYFA (Zyphra FlashAttention on AMD), a set of FP8 and BF16 prefill attention kernels for AMD Instinct MI355X GPUs. ZYFA is Zyphra’s FP8 attention engine for long-context prefill, and the code is open source under Apache 2.0. On real model activations, its FP8 kernels run 1.16-1.76x faster than AITER, AMD’s default kernel library. At head dimension 128, ZYFA’s FP8 error is 62-78% lower than AITER’s. TL;DR Framework: It is a kernel library. Causa

A year ago, NVIDIA open sourced its Aerial wireless software, joining Sionna and a broader suite of open source tools for accelerating next-generation 6G network development. Together, they give researchers a foundation for testing ideas, comparing results and building on each other’s work — connecting simulation and AI training with experiments on real over-the-air wireless systems. Today, researchers and developers are using these tools to build 6G-ready networks that do more than just transmi
It may be a little soon to determine the ultimate winners and losers among enterprise suppliers after the midterm elections, but the early line is: Big Tech wins and data center suppliers operators such as chipmakers and neoclouds lose. Or will everybody lose? The day after the elections, stocks of many tech companies shot up, […] The post Midterm elections will put AI and data centers on trial, but Big Tech may end up winning anyway appeared first on SiliconANGLE.

While it's not yet clear what kind of product the smartphone startup is cooking up, Nothing's CEO said the product is designed to leverage AI for productivity gains.
Also reported by The Verge

Google Research has released Agile Deliberation, a human-in-the-loop framework for building image classifiers around subjective concepts. Think ‘healthy food’, ‘inspiring artwork’ or clickbait in content moderation. Most tooling assumes users already know the concept boundary. Agile Deliberation assumes they do not, and helps them find it. TL;DR Framework: It prompts Gemini 2.5 Pro and Gemini 2.5 Flash through the API, without fine-tuning. Runs on: A Jupyter o
Also reported by Google Research
Information technology service management startup Atomicwork Inc. today announced the launch of an Artificial Intelligence Coworker Marketplace that will give enterprise IT and security teams access to prebuilt, certified AI coworkers that can work alongside employees. The company said these agentic AI coworkers include verified roles and capabilities across cloud infrastructure, access management, security and […] The post Atomicwork launches certified AI coworker marketplace for enterpri

Standardized testing environments help researchers compare how well different robots learn tasks, advancing the field beyond isolated lab experiments.

Amazon is adding a new feature to Alexa for Shopping that allows customers to purchase items by texting the AI shopping assistant. Users can describe the products they're looking to buy and/or provide a photograph of the item, and Alexa for Shopping will search for matching results in Amazon listings, text back with recommendations, and order the item on the users' behalf. This launch builds on the existing Alexa for Shopping experience that launched in May, allowing users to p

Amazon said that the feature will roll out to millions of users in coming weeks.

Despite its small size, Underdog's new model can generate both speech and music.
The leaderboard now covers more African languages, helping developers build speech recognition tools that work for underserved populations.

The first experimental feature under the tab will allow users to get recommendations based on what they're currently in the mood for.
Also reported by The Verge

Australian universities are expanding access to ChatGPT and bringing AI into teaching and learning to prepare students for an AI-enabled workforce.

Cult.fit is using Codex to help teams across functions build tools, move faster, and change how work gets done.

Starting with equity research, Franklin Templeton is developing AI workflows to help portfolio managers compare research views and examine investment risks.

Agility says its Digit 5 humanoids can lift up to 50 lb. | Source: Agility Robotics Earlier today, Agility Robotics began trading on the Nasdaq Stock Market under the ticker “AGLT.” The company claimed that it is “the first pure-play legged humanoid company to go public.” Agility started the day trading at $11.26 per share, above the initial $10 per share price used in the SPAC deal. It was a day of ups and downs, as it was for many tech stocks. It hit its lowest price at $8.40, and

Merge uses GPT-6 Astra, ChatGPT, and Codex to review product code and support marketing. Its teams also use AI to plan executive dinners and prepare sales updates.

Flipsnack focused its ChatGPT Ads campaigns on getting people to try its product, growing registrations while lowering the cost per signup.

As Anthropic maintains its vow to keep ads out of Claude, the rest of the AI chatbot industry is racing to win over advertisers without antagonizing users.

ChatGPT allegedly helped a North Carolina woman, Cheryl Gates, craft a “personalized plan” to poison her husband, James, after fueling her delusions that he planned to divorce her and leave her with nothing. A grand jury indicted Cheryl Gates on charges of attempted first-degree murder and food contamination in October. About a week prior, the accusations that ChatGPT was a co-conspirator in the attempted murder came in a lawsuit filed in San Francisco County Superior Court that was made public

AI agents do more than generate answers. They search for information, query databases, write and test code and take action. Each of those steps relies on a CPU, with agents moving between GPU reasoning and CPU execution throughout a task. As businesses put more agents to work, AI factories need CPUs that can execute those steps quickly and support many agents at once, all within the limits of available power. What this means: AI infrastructure providers need to support more agents without maki
Operational sovereignty gives universities authority over how shared computing resources are allocated, managed and secured. The University of Utah’s Redtail AI factory supercomputer brings advanced computing capabilities to a statewide community. Supporting researchers, students, administrators and external partners through that infrastructure requires more than computing capacity, according to Manish Parashar (pictured), chief AI officer of […] The post University of Utah retains operati

The AmbiSort B Series can streamline final-mile deliver operations with automated induction, scanning, and ‘end-to-end’ sortation. | Source: Ambi Robotics As Black Friday and the start of peak season draw near, logistics providers across the country are getting ready for the rush. Each year, these providers could see a 25% to 40% increase in throughput, according to Stephen McKinley, co-founder and chief operating officer at Ambi Robotics. This year, Ambi is expecting its customers t

Siggy has raised $6 million in pre-seed funding to build a mental health service that uses AI to collect patients’ histories and track progress between appointments with licensed clinicians, the startup told Crunchbase News exclusively. The company brings together two founders who previously built businesses that help patients get treatment outside a traditional doctor’s office. Jonathan Sabbagh co-founded Journey Clinical, which supports practices offering ketamine-assisted psychotherapy, and E
Generic AI models can write SQL, but they don’t know a company’s orders, customers or revenue definitions. Now, Oracle Database aims to give AI agents the context to move a stalled order forward. But that shift raises questions about complexity, lock-in and security as AI agents start acting on live transactions. Oracle Corp.’s answer is […] The post Same model, better answer: Enterprise data is what turns generic AI into a business tool appeared first on SiliconANGLE.
Companies want AI agents faster than they can build the AI architecture to run them. Most can put together a convincing demo. Far fewer can move agents into production without exposing data, hurting uptime or blowing their budgets. That gap is pushing database providers to rethink what a data platform for agents has to deliver. […] The post Oracle wants to pull stalled AI agents out of demo mode and into production appeared first on SiliconANGLE.

BERLIN, GERMANY - JANUARY 16: In this photo illustration the logo of the music streaming service SoundCloud is displayed on a smartphone on January 16, 2019 in Berlin, Germany. (Photo by Thomas Trutschel/Photothek via Getty Images) | Photothek via Getty Images After partnering with Moises earlier this year, SoundCloud is now adding integration with another AI music platform, ElevenLabs. Now, rather than having to export and download your outputs from ElevenLabs and then upload t
Build and deploy enterprise agents, workflows and apps faster with Mistral Studio and Le Chonk full control over your models, data and infrastructure.

The system can supposedly answer queries four times faster, with 20% fewer errors and 90% fewer tokens used.

Potential Sciences, a startup backed by the UK government, is betting that training AI models on computer-generated biochemical data can speed up the plodding process of developing new drugs.

Discovered Materials, a months-old YC startup that uses AI to find chip materials, is offering $200,000 for each solution to five open materials science problems.

Denise Herzing, the founder and director of the Wild Dolphin Project, is using AI to help understand audio and video footage of the marine mammals.

OpenAI, Anthropic, and SpaceXSI have all reached out to Husk, an influencer who regularly goes viral by exposing the shortcomings of chatbots.
Running speech synthesis locally on devices improves privacy and latency while reducing server infrastructure demands.
Certinia Inc. is bringing AI into the software firms use to sell projects, assign staff, deliver work and bill clients. AI’s ability to instantaneously draw from a deep well of information and provide guidance in practically any field of expertise has changed the paradigm for professional services. For Certinia Inc., whose business facilitates 7.1 billion […] The post AI agents meet billable hours as Certinia rethinks services delivery appeared first on SiliconANGLE.

The company is said to be significantly dropping the amount it's spending on AI for its engineering teams.

After Democrats won big in Texas and other AI infrastructure hot spots on Tuesday, data center enthusiasts looked for comfort in low Earth orbit.

With smartphone sales tanking by around 20 percent compared to 2025, Qualcomm is looking to data centers to help boost its bottom line. During its Q4 2026 earnings call, the company laid out its plans to make a splash in the AI data center business, through partnerships with companies like Amazon and Meta announced earlier this year. The company expects that portion of its business to grow quickly, forecasting around $650 million in data center revenue during the first quarter

AI industry PACs spent millions influencing the 2026 midterms, with mixed results. Political groups are already looking toward the next election cycle.

DevRev uses GPT-6.1 Sol to power Computer and Operator, balancing reasoning, speed, and cost for enterprise service.

A Bayesian model gives the ECI better-justified uncertainty estimates and lets us compare models directly.
Certinia Inc. is bringing AI into the software firms use to sell projects, assign staff, deliver work and bill clients. AI’s ability to instantaneously draw from a deep well of information and provide guidance in practically any field of expertise has changed the paradigm for professional services. For Certinia Inc., whose business facilitates 7.1 billion […] The post Certinia brings AI into professional services workflows appeared first on SiliconANGLE.
The coming year will signal an abrupt transition from digital banking to intelligent finance, as AI agents and operating models reshape the ways that financial firms acquire customers and provide advice. This is the central thesis of a new Forrester Research report, “Predictions 2027: Banking and Investing.” The findings were summarized from data involving 915 […] The post Research prediction: Shift from digital banking to AI-driven finance will transform financial services in 2027 appeare
Frontier AI models that uncover software flaws by the hundreds are forcing database providers into larger, faster patch cycles, and real application testing is becoming the safeguard that keeps those fixes from breaking production systems. The same AI wave is also undermining security rules written into applications. Oracle Corp. has responded on two fronts, hardening […] The post Oracle connects AI-driven testing with a new approach to database security appeared first on SiliconANGLE.

AT&T's smart home security system now integrates with Gemini for Home. The company says its Connected Life system is the "first" home security product to integrate with Google Home Premium, enabling a bunch of Gemini-powered features that can summarize home events, search your video history, and more. With the update, Gemini for Home can provide detailed descriptions about events captured by your security cameras, such as who delivered a package and how many items they drop
As vibe coding moves from novelty to everyday practice, enterprises face a new problem: Machine-generated software still has to be maintained, governed and understood by people. Low-code platforms were built to speed up application development, and AI is now rewriting that mission. Oracle Corp. previewed its answer ahead of its annual conference, and the tipping […] The post As AI takes over coding, Oracle rethinks how applications are built appeared first on SiliconANGLE.
A shared semantic layer is fast becoming the dividing line between lakehouses built for reporting and those built for artificial intelligence. As AI agents join human analysts in querying corporate data, enterprises need platforms that make sense of information scattered across clouds, formats and rival systems. Oracle Corp. has spent the past year rebuilding its […] The post Customers are pulling data back into the Oracle database as agents demand real-time access appeared first on Silico

“Most of the risk is actually created by a couple of players building behind closed doors,” Clément Delangue said of the need for open source AI.

ChatGPT can now create GIFs using a prompt or a photo uploaded to the AI chatbot. The update, which is rolling out alongside OpenAI's new Images 2.6 model, allows you to adjust the GIF's animation speed, edit individual frames, and share it with others. Before this change, ChatGPT couldn't natively generate GIFs in a single step. An example shared by the company shows how ChatGPT can generate a GIF in response to the prompt, "can you make a gif of a cat dancing?," while also pr

Extracting structured data from unformatted documents could reduce manual data entry work and unlock information locked in PDFs, scans, and images.

The Robot Report tracks startups throughout the year, and our second annual Startup Radar spotlights some of the most interesting new companies developing commercial robotics and related technologies. From industrial automation and drones to humanoid robots, 2026 has been a year of innovation in the face of persistent labor shortages and geopolitical challenges. To qualify, organizations must be no more than five years old and must be working on enabling technologies, new full systems, or novel

Apple's AI-powered Siri Recaps won me over in just one day, despite my privacy reservations. But there's still room for improvement.

GlobalLogic developed the UV disinfection robot with Haystack Robotics. | Source: GlobalLogic In hospitals, hygiene is critical. But the cleaning process, which is time-intensive and difficult to scale, remains manual work. This often means the process is also inconsistent. Healthcare facilities are under pressure to care for more patients with fewer resources. These challenges are why the Silicon & Embedded division at GlobalLogic helped Haystack Robotics engineer a mobile robot to handle d

AI agents won't be stealing Uber's lunch any time soon. Only four rides were arranged by third-party AI agents during the third quarter of 2026, Uber executives disclosed during an earnings call this morning. The volume of Uber Eats orders fulfilled by AI agents was a little higher, with the company recording "around 500" during the week of Halloween, out of a total 320 million Uber rides and Uber Eats deliveries. This is the first time that Uber has disclosed the number of t

The PC gaming mods repository Nexus Mods is making disclosures about AI mandatory for uploads of new mods, meaning that mod authors will have to declare "whether AI has been used in their work," the site announced today as part of a big post about AI-generated content on the platform. "One of the most consistent concerns we've heard is that it's not clearly disclosed when AI has been used to create a mod," according to the post from site owner Victor "Foledinho" Folmann. "We al

NVIDIA’s latest technical blog shows how to speed up mixture-of-experts (MoE) inference on one DGX Spark. The test model is Ant Group inclusionAI’s Ling-3.0-flash, a 124B-parameter MoE with 5.1B active parameters. NVIDIA stacked three optimizations: a new MoE kernel backend, an FP8 output layer and built-in speculative decoding. On all 1,319 GSM8K questions, decode throughput rose 42.5% with no statistically detectable accuracy change. So why is it relevant for Devs? DGX Spark is a desktop s

Soniox has released Soniox STT v6, the latest generation of its speech-to-text API. Soniox STT v6 is a speech-to-text model that reads what a voice agent says while hearing the caller. It uses that text to recognize short replies and to drop the agent’s own voice. The release ships as stt-rt-v6 for streaming and stt-async-v6 for files, across 60+ languages. TL;DR Size: Soniox STT v6 is a proprietary hosted model, no parameter count published. Runs on: Soniox cloud API only (WebS

Wireless chargers are being deployed in a number of indoor and outdoor applications for charging the mobile robots. | Credit: WiBotic As robot fleets scale, charging becomes an operational challenge. Understanding how to optimize charging for fleets of mobile robots is key to getting the best performance from the fleet throughout the day. Ben Waters, CEO of WiBotic With growing deployments, charging is becoming more than a question of how long a battery lasts or how quickly it can recharge. Char

Cybersecurity focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment vehicle.

Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.

Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company’s global communications and corporate positioning.

Starting today, Siri can tune into the Apple Watch's mic with Audio Intelligence features that are available in the new watchOS 27.3 developer beta rolling out now. The two new additions are Siri Recap, which uses "ambient listening" to generate summaries of your conversation, and Live Rewind, which generates text transcripts of the last 15 seconds of audio your watch's mic detected. Apple is also releasing its redesigned Health app for testing today in the iOS 27.3 developer

Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.

Trump’s onsite power push highlights a hard reality: most AI data centers will likely need hybrid energy strategies rather than fully off-grid designs.
Better evaluation of software vulnerabilities helps developers identify and fix security flaws before they reach production.

Tracking state across extended text is crucial for real-world applications like document analysis and multi-turn reasoning.
Demand for advanced chips is rising. The processes to build them are getting more complex. And the margin for error is shrinking. For engineers, understanding how a process change will behave, how a material will interact with a new step, how a defect maps back to a root cause are critical, challenging steps in semiconductor manufacturing — and these analyses can take days. Physical experiments on a fab line are slow and expensive. A wrong call on yield or process quality has real consequences.

Designers could save hours on repetitive layout work if AI learns to match their specific visual systems and brand guidelines.

Apple's latest earnings show how it's continuing to capitalize on the AI boom without busting its budget on the infrastructure spending consuming its competitors. Overall, Apple posted its best-ever fiscal year for revenue and earnings per share. iPhone and Mac sales continued to grow strongly in the fourth quarter. iPhone revenue rose 17.5% from a year earlier to a September quarter record of $57.6 billion while Mac revenue climbed 24% to $10.8 billion, its highest level in fo