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Monday, 24 August 2026

Nvidia reportedly eyes another investment in Perplexity AI at a $30B valuation

SiliconANGLE 4 weeks ago 25 2 sources

Nvidia is reportedly holding talks about making another investment in Perplexity AI, with the deal aimed at increasing the startup’s valuation. The Information says Perplexity could be valued at more than $30 billion, up from a $20 billion valuation from its last funding round about a year earlier. If completed, the investment would deepen Nvidia’s existing financial and strategic ties to Perplexity and extend its leverage in AI search infrastructure.

WebTerm Learn

Product Hunt 4 weeks ago 23

WebTerm launched a browser-based terminal sandbox so people can learn Linux, Git, and Vim commands without risking their local setup. It offers 12 courses with 129 lessons and is free to use in beta. As a result, learners can practice CLI and AI-related command workflows in an ephemeral, no-signup environment instead of using their own terminal.

Fastino Releases GLiNER2.5: A Boundary-Prediction Architecture That Removes Span Enumeration From Information Extraction

MarkTechPost 4 weeks ago 34

Fastino released GLiNER2.5, which replaces span enumeration with a boundary-prediction architecture for information extraction. It supports 4,096-word context windows and reports 56.17 overall macro F1 on 16 multilingual zero-shot benchmarks. The shift enables longer entities, removes the width ceiling, and adds joint entity-relation decoding with constrained labels and span attributes, while releasing 74M/194M/287M-parameter checkpoints on Hugging Face for self-hosted CPU/CUDA/MPS inference.

AI is hitting entry-level jobs hardest, Stanford study finds

Ars Technica 4 weeks ago 26

Stanford University economists updated research on AI’s employment effects and found that entry-level workers are losing jobs in more AI-exposed occupations while older workers show little change. Employment for ages 22 to 25 is now 19 percent below peers in less exposed fields, up from a 13 percent gap last year. The reported impact is persisting and expanding for younger workers in those occupations, based on the revised August 2026 analysis of new data.

Data centers become "killer application" for new power transformer tech

Ars Technica 4 weeks ago 7

Data centers are driving electricity demand that is straining US power grids, alongside a broader push to deploy solid-state power transformers to ease transformer shortages. The article says utilities can face delivery waits of up to several years for new large transformers. As a result, power infrastructure upgrades can proceed faster while replacing older hand-assembled designs that have remained largely unchanged since the 1880s.

FTC moves to make retailers disclose use of ‘personalized pricing’ as technology now enables broad consumer surveillance

Fortune 33

The Federal Trade Commission proposed an enforcement policy statement requiring retailers to disclose when they use personal data to set individualized prices. The comment period runs through Sept. 18. This would change compliance expectations by warning companies that undisclosed personalized pricing could violate the FTC Act’s rules against unfair or deceptive practices.

Junie now runs entirely offline. Can you spare a 64 GB M5 Mac?

The New Stack 4 weeks ago 27

JetBrains released Junie Local, a free coding agent that runs entirely on a developer’s Mac instead of using cloud models. It downloads about 20 GB and requires macOS 26 with at least 64 GB unified memory and an Apple M5 (or newer). Setup is now handled inside Junie (including local model/Qwen3.6 selection and inference), so coding prompts, source, and diffs stay on the machine.

Trump defends AI data center buildout amid pushback

SiliconANGLE 4 weeks ago 46 6 sources

Donald Trump defended AI data center buildouts in a radio interview despite state and local governments pausing construction over environmental and grid concerns. OpenAI’s planned Ohio campus is expected to create 35,000 construction jobs over six years, and employ about 2,500 long-term staff. The backlash is met with stronger political support and continued investment plans for dedicated power generation and grid infrastructure.

Ox Alpha’s real mystery isn’t who built it

The New Stack 4 weeks ago 42 3 sources

Ox Alpha appeared on OpenRouter on August 20 without any company claiming responsibility, and developers began probing endpoints and model behavior to identify the underlying provider. The OpenCode terminal agent debuted the same day with a claimed capacity of 100 trillion tokens per day, while Ox Alpha’s OpenRouter pricing for a preview was 0 for both input and output. Because OpenRouter and related disclosures conflict about prompt retention and training rights, teams face different privacy expectations and diligence concerns depending on the route they use for the same model.

Amjad Masad, CEO and co-founder of Replit, joins the Disrupt Stage at TechCrunch Disrupt 2026

TechCrunch 4 weeks ago 35

Replit CEO and co-founder Amjad Masad will speak at TechCrunch Disrupt 2026’s Disrupt Stage in San Francisco. The event runs October 13–15, and Replit’s valuation rose from $3 billion to $9 billion within six months earlier this year. The program adds Masad’s discussion on the future of programming and building sustainable companies in the AI era, with multiple other stages covering AI, security, and infrastructure.

Britain Taps Ukraine’s Combat Data to Train Military AI

Trending Topics 4 weeks ago 8

Britain and Ukraine signed a declaration to let British research institutions and companies use Ukraine’s Avengers Labs combat-data platform for military AI training. The platform now processes more than 100,000 drone video streams per month and detects about 70 percent of enemy targets that appear in the imagery. The arrangement launches pilot projects and adds secure data/compute cooperation, industrial and academic work, and guardrails around data sovereignty and IP protection.

Introducing new Ray capabilities on SageMaker HyperPod

Amazon Web Services 4 weeks ago 9

Amazon SageMaker HyperPod added new Ray capabilities that integrate Ray on HyperPod’s managed EKS infrastructure for foundation-model training and serving. The rollout provisions four pre-built Grafana dashboards in Amazon Managed Grafana (Ray Core, Ray Data, Ray Train, and Ray Serve). Users can now create and monitor Ray clusters from SageMaker Studio with automatic Ray Dashboard access, out-of-the-box observability, and HyperPod-backed resilience features like node recovery, hung job detection, and tiered checkpointing.

Anthropic’s Playground vs. OpenAI’s: The week-old tool beat the six-year incumbent

The New Stack 4 weeks ago 32

Anthropic replaced its Workbench prompt-testing tool in the developer Console with Playground on August 18, removing saved prompts, version history, evals, and team sharing while making the new tool stateless. The cutoff to export old Workbench data is September 1. In a developer test, Anthropic’s Playground produced a working no-edits code export and clearer max-token failure messaging, while OpenAI’s export generated a transcript-based script that returned nothing new.

Democratizing institutional knowledge: Building an AI-powered knowledge management system with AWS

Amazon Web Services 4 weeks ago 47

The article describes an AWS-based knowledge management accelerator that uses an AI-powered avatar and retrieval-augmented generation to capture and deliver institutional knowledge for organizations. It deploys a full prototype in hours via AWS CloudFormation, with Amazon OpenSearch Serverless baseline spending “on the order of a few hundred USD per month” due to an always-on minimum OCU. Organizations can upload documents to S3 and then let workers query via natural-language text or voice, with DynamoDB caching reducing repeated-query AI inference costs.

Sakana AI Wins Contract for Survey and Proof-of-Concept of AI Functions Needed for Comprehensive Analysis Work from the Ministry of Defense

Sakana AI 24

Sakana AI株式会社が防衛省と「総合分析業務に必要なAI機能の調査・実証」の契約を締結した。契約日は令和8年7月29日で、防衛分野の情報分析官の業務にAIエージェント技術を適用して情報収集効率・分析能力・体系的な情報管理の3観点で実証する。これにより、防衛省の総合分析業務を強化するためのAI機能の社会実装が進む。

The American People Really Hate Data Centers

Zvi (Don't Worry About the Vase) 4 weeks ago 35 6 sources

The article argues that Americans’ opposition to building local data centers is largely driven by distrust of AI, big tech, and money rather than by debates over physical harms or benefits. It cites that 75% oppose local data center development and says persuasion moves support only slightly from very high levels of opposition. It concludes that the main shift is political momentum to block construction that increases as AI becomes more salient and companies push harder into less receptive communities.

Instinct’s powerful AI assistant is raising privacy and security concerns

TechCrunch 4 weeks ago 48 4 sources

Instinct’s private-access AI personal assistant has drawn privacy and security criticism from testers after it was found to access user devices and email and operate under terms that broadly grant the company ongoing rights to user materials and device-captured inputs. The Terms of Service include a “perpetual and irrevocable” license covering user materials, including for training the AI models. The backlash is prompting users to question whether this level of autonomy is acceptable and to push for fixes like data-deletion controls and clearer consent for actions taken on their behalf.

Physical AI’s moment has arrived – but moving from demo to deployment is the hard part. AWS wants to fix that

SiliconANGLE 4 weeks ago 51

AWS rolled out cloud-to-edge solutions to help customers operationalize physical AI, which extends foundation-model capabilities into robots and other devices that perceive and act in real environments. The article cites an out-of-distribution test where Config’s generative multi-view augmented data raised success rates from 8.3% to 75%. This shifts physical AI from demos toward repeatable deployments by emphasizing end-to-end pipelines for data, simulation, edge inference, fleet management, and continuous cloud-to-device feedback loops.

Grok Bot vs. Hermes: Where each draws the security boundary

The New Stack 4 weeks ago 18

Several AI agent platforms released similar “bot roster” interfaces but defined different security boundaries for what a misbehaving bot can access across agents. Grok Bot’s documentation and design describe sharing a persistent cloud workspace and user account sessions, with the interface updated to match within a week of Hermes Bot Mode in Hermes Agent v0.20.3 dated August 17. As a result, operators must follow each product’s security guidance and choose based on whether isolation is enforced at the account level, profile level, runtime sandbox, or per-agent containers—because the roster interface alone does not determine containment.

Nvidia senior manager linked to Supermicro scheme smuggling AI servers to China

Ars Technica 4 weeks ago 30

Taiwan indicted nine people, reportedly including an Nvidia senior manager and two Supermicro employees, over alleged document forgery tied to illegal exports of high-end AI servers to China. Prosecutors allege the scheme helped funnel $2.5 billion in restricted AI servers to China starting in 2024. The indictments and parallel investigations add new charges and widen scrutiny of how AI hardware and related components were routed around US export controls.

llm-anthropic 0.27

Simon Willison’s Weblog 4 weeks ago 22 3 sources

The llm-anthropic plugin released version 0.27 to provide LLM access to Anthropic’s Claude models. The update was published on 24th August 2026 and mainly adds compatibility with Anthropic’s v1.0.0 Python library by switching from httpx to httpx2. This changes the integration path by aligning the plugin with the new SDK and requiring the related upgrade/migration steps for tests to pass.

Agentic Resource Discovery (ARD): An open specification for agent discovery

Amazon Web Services 4 weeks ago 20

AWS introduced a centralized AWS Agent Registry catalog and the Agentic Resource Discovery (ARD) open specification to enable cross-environment discovery of AI agents and related resources. The ARD standard is licensed under Apache License 2.0 and is published at agenticresourcediscovery.org and on GitHub. AWS positions ARD as an interoperability layer so registries can federate using a shared format without bespoke connectors while keeping local publication and access controls.

Building a restaurant telephony AI host with Amazon Connect

Amazon Web Services 4 weeks ago 50

Amazon Connect was used to build a restaurant voice ordering system where an AI host answers a phone number, converses with callers, and places orders by calling restaurant backend services. The orchestration AI agent is powered by Anthropic Claude Haiku 4.5 in Amazon Bedrock. The result is a telephony-first workflow with no app or website, separating call handling (Amazon Connect) from conversation logic and backend menu/cart/order data.

Mistral x HUMAIN

Mistral AI 4 weeks ago 18

Mistral announced a strategic collaboration with HUMAIN to expand sovereign AI infrastructure, model development, and AI deployments in Saudi Arabia and across the Middle East. The partnership is described as involving a collaboration in the hundreds of millions of Euros and includes using HUMAIN’s data center infrastructure for local compute needs. The companies will focus on localized advanced models for Arabic with initial areas in cybersecurity and voice, and they plan a joint go-to-market strategy for regulated industries.

AI-powered metadata correction and harmonization

Amazon Web Services 4 weeks ago 28

AWS has demonstrated an AI-powered metadata correction and harmonization workflow that uploads metadata, runs parallel schema alignment and field validation, and proposes targeted fixes with user approval. It uses Amazon Bedrock on AWS and selects Amazon Titan embeddings for semantic matching. The workflow shifts metadata standardization from largely manual work to a scalable, cyclical pipeline with human-in-the-loop governance options for deployment.

Self-Driving Cars Could Someday Take Requests

IEEE Spectrum 4 weeks ago 16

Researchers at TU Delft developed a system that lets a passenger backseat-drive an autonomous car by turning natural-language requests into parameter changes for a safety-aware motion planner. In simulation on nuPlan across 8 prompts, the system adjusted speed and steering smoothness to match user intent. The work shifts control from direct driving decisions to an LLM-mediated tuning of planner criteria with a confirmation step and safety baselines.

Valor, Point72 back General Intuition at $6B valuation as AI startup pushes into robotics

TechCrunch 4 weeks ago 4 2 sources

General Intuition is in talks for a new funding round with Valor Equity Partners, Point72 Ventures, and Seven Seven Six at a $6 billion pre-money valuation. The company previously raised $320 million only weeks earlier at a $2.3 billion valuation. The additional money would go toward improving its generalized AI model for robotic embodiments, including more compute spending and hiring.

How XPUs Meet a World-Class AI Factory

NVIDIA 4 weeks ago 45

NVLink Fusion is presented as a way to integrate custom XPUs into NVIDIA’s existing AI factory infrastructure so scale-up networking, rack-scale architecture, and software can keep up with continuous AI factory operation. The article cites sixth-generation NVLink enabling networking across a 72-XPU domain, with XPU-to-XPU transfer latency 3x lower and packet rate 10x higher than off-the-shelf Ethernet-based alternatives. As a result, XPU builders can reuse mature components to reduce time-to-market and operational risk while scaling unified, semi-custom AI factories that mix CPU/XPU and other accelerators on shared rack infrastructure.

With Groq 3 LPX in Full Production, NVIDIA Extends Vera Rubin Inference for Agents

NVIDIA 4 weeks ago 44 2 sources

NVIDIA announced that its Vera Rubin NVL72-based rack-scale system, NVIDIA Groq 3 LPX, is now in full production and is being adopted by multiple AI infrastructure partners for agentic inference. In an Artificial Analysis benchmark with Gemma 4 31B on 100,000-token contexts, it delivered 3,400 output tokens per second, about 4x faster than the nearest alternative platform. The update changes the inference stack by pairing long-context context processing on Rubin GPUs with LPX’s lower-latency token decode acceleration, and by extending NVIDIA’s Vera Rubin network fabric to enable larger, lower-cost agent workloads at scale.

Up to 30x More Work Per Watt: NVIDIA Vera Rubin NVL72 Sets a New Efficiency Standard for AI Agents

NVIDIA 4 weeks ago 33 2 sources

NVIDIA reported that Vera Rubin NVL72 systems deliver up to 30x higher agentic-workload throughput per megawatt than GB300 NVL72. The measurement used the SemiAnalysis AgentX workload and found up to 35x lower cost per million tokens. This shifts agentic AI deployment toward Vera Rubin by improving energy efficiency and lowering token costs while scaling tool-using, long-context agents.

OpenAI is building AI agents for everything. Will everyone use them?

TechCrunch 4 weeks ago 40 4 sources

OpenAI rolled out ChatGPT Work, aiming to let non-engineers run multi-step AI agents across their everyday digital tools and workflows. The product is available on OpenAI’s lowest subscription tier for $20 a month. Adoption is expected to hinge on making agent setup and permissions easier while overcoming the low usage seen outside OpenAI employees.

Greg Abbott turned from data center 'epicenter' booster to skeptic—and Trump is calling it an economic 'mistake'

Fortune 2 6 sources

Texas Gov. Greg Abbott reversed his pro–AI data center stance, calling the industry’s rush into communities a cause of backlash and directing regulators to pause approvals. Roughly 1,800 data center projects were stalled after Abbott’s order, tied to about 474 gigawatts of interconnection requests. The change increases scrutiny via a verification and audit process, slows grid-connection progress, and signals broader political pushback on data center expansion.

His boss asked if AI could replace human coders. Two weeks later, he and 160 colleagues were laid off in Beijing

Fortune 50 3 sources

A Beijing programmer was laid off about two weeks after his boss asked whether AI could replace human coders, and around 160 of his colleagues were also dismissed. A market survey by IDC found the share of Chinese industrial enterprises using AI models and agents rose to 47.5% last year from 9.6% in 2024. As AI adoption expands under China’s “AI Plus” push, workers in narrowly targeted tasks and some creative and translation roles face reduced pay or higher displacement risk, while others switch to using AI-enabled tools or independent work.

Flock Safety has been a venture darling. Will data privacy controversies halt its rise?

Fortune 11

Flock Safety’s neighborhood camera network has faced mounting privacy and civil-liberties backlash, prompting cities to drop or renegotiate contracts over data-ownership and machine-learning training concerns. Flock operates in more than 5,000 communities across 49 states, and at least 36 states have documented camera vandalism. Flock says it is adding new guardrails including a recommended seven-day data-retention policy, but some agencies are rewriting terms to bar the company from using collected data and LAPD has begun renegotiation.

CTRL Micro

Product Hunt 4 weeks ago 21

CTRL Micro launched as a haptic control deck app that turns an iPhone or iPad into a tactile controller for a Mac and monitoring interface for AI agents. It uses the Apple Taptic Engine and offers “4x faster” dictation. The change is that you can track Codex, Claude, and Cursor with live Desktop View and dictate locally via Whisper, including through Remote Anywhere with end-to-end encryption.

Trump tried to curb clean energy. It’s booming anyway.

Ars Technica 4 weeks ago 4

Clean energy investment is rising despite efforts by the Trump administration to slow solar and wind rollout. Clean energy additions are set to increase by 45 gigawatts this year. The result is record capacity growth that outpaces the 2024 benchmark by about 25 percent as demand from AI data centers and tax-credit timing accelerates spending.

Qiskit Fermions: a modular toolbox for fermionic systems

IBM Research 4 weeks ago 47

Qiskit Fermions was introduced as an open-source toolbox for expressing fermionic operators and circuits, defining fermion-to-qubit mappings, and compiling fermionic workflows into qubit circuits via Qiskit transpilation. It reported that two-qubit depth stays constant at 12 from 4 to 100 sites for 1D Fermi-Hubbard dynamics, while a conventional Jordan-Wigner approach grows to 407 at 100 sites. The result is that mapping is delayed until partway through transpilation, enabling constant-depth, symmetry-aware circuit optimizations without manually hand-building circuits.

How to encourage smarter AI use in the classroom

MIT Technology Review 4 weeks ago 37

Cheshire Academy in Connecticut adapted to student and teacher use of generative AI by training staff on general techniques, piloting an educator-focused platform, and expanding classroom reflection and labeling rules. The school’s individual MagicSchool plan costs just under $100 per year for unlimited access and complete records. As a result, teachers use AI mainly for preparation and administrative tasks while students follow “traffic light” guidance and activities like a Student AI Council to reflect on appropriate and inappropriate use.

Generalist AI Releases GEN-1.5: A Robot Foundation Model That Learns New Tasks From One 3–12 Second Demo

MarkTechPost 4 weeks ago 8

Generalist AI released GEN-1.5, a robot foundation model that can learn a new physical manipulation task from a single short demo using one-shot in-context prompting. Dropping 3–12 seconds of sensorimotor data into a 30-second context window produced an average 59% success rate across 10 tasks. The company reports that adding 10 gradient steps on about five minutes of data per task raises success to 83%, but the release remains a research-only signal with no public weights, API, or self-serve product.

What It Takes to Be an Adaptable Engineer

IEEE Spectrum 4 weeks ago 46

Engineering leaders and researchers argue that the AI boom has left universities and workplaces unclear on what “adaptable” means, even as it accelerates tool and skills change for engineers. Employers expect 39 percent of workers’ core skills to change by 2030, and the reported “uncomfortable middle” includes increased code review variability as teams sort out new ways of working. The article says education, managers, and engineers should shift to explicit adaptability training and protected time for continuous learning, while focusing on problem-solving and communication over specific tool details.

Google Research Introduces ME-POIs: A Mobility-Informed Framework that Adds “How a Place Is Used” to Text-Based POI Embeddings

MarkTechPost 4 weeks ago 19

Google Research and USC released Mobility-Embedded POIs (ME-POIs), a framework that adds aggregate movement patterns to text-based place embeddings. It reports relative gains up to 81.9% F1 for visit-intent on Los Angeles mobility data. Deployability is limited because the paper is released without public code or weights and requires licensed foot-traffic/visit logs plus POI polygons.

Hugging Face reportedly in talks to be acquired for $13B

TechCrunch 4 weeks ago 16 3 sources

Hugging Face has been approached about a sale after Business Insider reported it is in talks to be acquired. The reported valuation is $13 billion or more. The talks would shift the company from operating its open-source model platform to a potential ownership change, while no deal has been reached yet.

Import AI 470: No rights for machines; automating environment generation with SPADE; and building better GPU kernels with Hawkeye

Import AI 4 weeks ago 40

Import AI reports that AI’s impact on discovery is uneven across fields and highlights new methods for synthetic environment generation (SPADE) and hardware-aware GPU kernel optimization (Hawkeye). SPADE, trained from three Qwen3 backbones, reaches a suite average of 58.3 at the 30B-A3B scale. As a result, researchers get more effective ways to create training data and tune models for specific accelerators, alongside ongoing discussion about AI’s wider implications.

Twitch and Amazon face legal action over using livestreams to train AI

BBC News 4 weeks ago 10 2 sources

Amazon faces a class action lawsuit over claims that it used Twitch livestream videos to train its AI models without permission or compensation. The filing cites that Twitch streamers produced more than 215 million hours of content in the first few months of 2026. The case seeks damages and a court order stopping Amazon from continuing the alleged practice, and it adds potential changes to how Twitch’s opt-out is enforced for AI training.

Thomson Reuters launches proprietary AI model for legal work

SiliconANGLE 4 weeks ago 8 2 sources

Thomson Reuters launched Thomson, a proprietary large language model built for legal work and deployed first in CoCounsel Legal AI’s Tabular Analysis. The company spent about $40 million over two years, with the final training run costing about $450,000. The model becomes the default for Tabular Analysis while CoCounsel can still switch between Thomson and third-party frontier models, and Thomson Reuters plans wider testing and a smaller open-weight release.

Thomson Reuters trained its own AI model. Then it kept using Anthropic’s anyway.

The New Stack 4 weeks ago 6 2 sources

Thomson Reuters trained an in-house AI model for legal, tax, and compliance features while continuing to rely on Anthropic’s models for other parts of its products. Thomson said it spent about $40 million training the model, using less than 10% of its available content so far. CoCounsel Legal now defaults to the Thomson model for tasks like Tabular Analysis and adds verification steps, while frontier models remain used elsewhere.

Robotaxis are real now — so is the pushback

The Verge 4 weeks ago 36

New York Gov. Kathy Hochul withdrew a proposal that would have allowed driverless robotaxis outside New York City, and lawmakers and labor groups continued pushing back against legalization efforts. Six months later, commercial driverless service remains illegal in the state. In Washington, D.C., unions oppose a legalization bill while lawmakers consider a 200-vehicle cap and a 15-cent-per-mile fee to fund Metro upgrades and support displaced workers.

Ox Alpha: A Mysterious New AI Model Aims to Win Developers Over

Trending Topics 4 weeks ago 26 3 sources

Ox Alpha appeared on OpenRouter and OpenCode as an unverified, supposedly multimodal AI coding model with claims about very large token capacity and no named lab behind it. The preview ran with free access for one week, and community figures say it processed about 7.1 trillion tokens across about 134,000 users in that time. Developers can now trial the model through OpenCode (with required billing details on the free-tokens route or a subscription that bills monthly while the model itself is free), while the community continues to attribute it via technical forensics and awaits independent benchmarks.

Seedcamp leads $2.7M round for Ukrainian-founded physical AI startup Embedd

Tech Funding News 4 weeks ago 19 2 sources

Embedd, a London-based physical AI software startup founded by Ukrainian entrepreneurs, raised a $2.7M pre-seed round led by Seedcamp. The company says its platform cuts chip-to-software integration from 4–6 months to around 3 weeks. Embedd will use the funding to expand its platform and deepen partnerships with semiconductor companies to speed up adoption of new chips in robots, vehicles, drones, and medical devices.

COPD diagnosis is broken. TidalSense wants to fix it with 75 seconds of breathing

Tech.eu 4 weeks ago 6

TidalSense says it is using 75 seconds of normal breathing in its N‑Tidal Diagnose device to improve COPD detection where spirometry is hard to perform and slow to administer. The test captures a CO2 waveform (a capnogram) for 75 seconds, and median testing time is under five minutes with warming plus breathing. Clinicians get results during the same appointment and more staff can administer it quickly, changing COPD diagnostics toward faster, easier, lower-operator-dependence screening.

📈 Data to start your week

Exponential View 4 weeks ago 18

The Monday roundup reports shifts in the AI economy and related labor and usage metrics. Open-weight token share has doubled over the last 12 months, while closed-weight tokens grew sevenfold over the same period. It says the market is moving toward a 1:1 closed-to-open token ratio and that AI agents now use 14x more tokens than humans.

Starling launches agentic AI assistant for business

Startups Magazine 45

Starling Bank launched the Starling Assistant agentic AI feature for all business customers to manage day-to-day transactions, scam detection, and financial planning. The rollout is free, and in 2025 invoice fraud cost businesses over £41m in the UK, according to UK Finance. The assistant now executes banking commands (like VAT ring-fencing), and Starling plans further expansion with Accounting software integration and a new tool each week later this year.

Xpeng’s Robotics Arm Raises More Than $900 Million at a $6.3 Billion Valuation

Trending Topics 4 weeks ago 46

Xpeng raised over $900 million via a separate round for its robotics business while keeping the unit as a consolidated part of the parent company. The post-money valuation is more than $6.3 billion. The funding is set to support mass production readiness, in-house model training and chip/software development, and expansion with the humanoid robot IRON.

How AI Becomes a Political Crisis

ChinaTalk 4 weeks ago 28 2 sources

AI is becoming a national political issue as governments, media, labor questions, and data-center protests compound around rapid adoption. A data center protest took place in Emporia, Kansas on June 23, 2026. Policymakers are pushed toward new proposals focused on labor-market data, displacement mitigation, and how (or whether) to coordinate AI deployment and safety.

The UAE is fighting AI hackers with AI of its own

Rest of World 4 weeks ago 1

The UAE’s Cyber Security Council says it has detected and contained coordinated AI-assisted cyberattacks targeting aviation, energy, and education sectors since February. The council reported about 800,000 hacking attempts a day since February, four times the prewar level. The result is that the UAE is speeding up defense via its May 12 “Cyber Factory” effort to build AI security systems alongside human analysts, aiming to close the exploitation-time gap from days to hours.

Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business

Tech Funding News 4 weeks ago 22 2 sources

Nvidia is reportedly in talks to invest in Perplexity at a valuation above $30B, following prior large funding rounds. The round would come after Perplexity’s $23B valuation in January 2026. It would lift Perplexity’s valuation by more than 50% and deepen Nvidia’s stake in an AI-agent-focused search business tied to GPU demand and usage data.

😺 Anthropic's IPO could top SpaceX's record

The Neuron 4 weeks ago 4 5 sources

Anthropic’s IPO plans, as reported by The New York Times, could target a stock-market debut that would be among the largest on record. The company’s bankers reportedly say the offering could raise more than $100 billion. If that happens, Anthropic could surpass OpenAI’s expected IPO timing and further validate its safety-focused approach against competitors’ “move fast” strategy.

Canonical backs quest to translate mountains of C into safe Rust with AI

The Register 4 weeks ago 2

Canonical is co-funding a three-year PhD project at the University of Bristol to study whether large C codebases can be translated into safe Rust using an LLM-based approach. The project is planned for 3 years. The work will shift from “bots rewriting everything” to generating evidence on feasibility, including evaluating decomposition of hundreds of thousands of C lines and testing candidate targets like snap-confine and AppArmor.

Kids outlearn AI—and we still don’t know why

MIT Technology Review 4 weeks ago 36

Researchers say today’s large language models need far more training data than human children to learn language, creating a “data efficiency gap” that remains unexplained. BabyLM—the benchmark competition meant to test child-scale learning—asks teams to train models on a developmentally plausible corpus of 100 million words (10 million for the toddler track). The field is shifting toward evaluating and designing more data-efficient AI systems that better match how children acquire grammar, instead of relying only on scaling up data.

The company selling a $3,000 mattress cover that billionaires love wants to become a healthcare company that treats sleep apnea

Fortune 21

Eight Sleep is shifting from marketing a celebrity-favored premium mattress cover to seeking FDA clearance to detect and treat sleep apnea. It began FDA clearance work for its sleep apnea detection and mitigation technologies in 2025. If regulators approve, the company expects to sell its Pod as an insurer-paid medical device rather than a luxury subscription gadget.

AI Harnesses Are the Software Shells That Turn AI Models Into Capable Agents

Trending Topics 4 weeks ago 9 4 sources

AI harnesses are being positioned as the software layer that turns language models into multi-step agents by providing tools, rules, state/memory, and an execution loop. One harness-effect study found Claude Opus 4.5 scored 45.9% on SWE-bench Pro inside a standardized scaffold and 55.4% with Claude Code. The result is that agent performance and cost increasingly depend on the harness (and its setup and security), creating a new competitive layer and locking in workflows and permissions beyond the base model.

NEURA Robotics acquires ADLATUS to bring Physical AI to autonomous cleaning

Tech.eu 4 weeks ago 20

NEURA Robotics is acquiring ADLATUS Robotics to expand its Physical AI robotics ecosystem for autonomous cleaning. The deal covers 100 per cent of ADLATUS’s shares from Ulm. ADLATUS systems will gain additional sensors and AI capabilities and be gradually integrated into the Neuraverse so the robots can recognize surfaces/soiling, choose cleaning strategies, and learn from real-world use.

European tech weekly recap: More than 45 tech funding deals worth over €684M

Tech.eu 4 weeks ago 19 2 sources

European tech weekly recap tracked more than 45 European tech funding deals alongside over 5 exits, M&A, rumours, and related stories. The coverage totals over €684M in funding. It highlights fintech (€239.2M), robotics (€178M), and artificial intelligence (€99M) as the top-funded industries while naming country leaders and specific deals.

How AI Becomes a Political Crisis

ChinaTalk 4 weeks ago 39 2 sources

The political economy discussion argues that AI is driving destabilizing effects—like AI-linked unemployment, open-weight releases, and data center protests—making politics feel different than it did six months ago. It points to the idea that even a small amount of AI-driven job displacement could upend national politics. It concludes that governments need coordinated responses (including labor data and alternative funding approaches) rather than a simple pause, and it warns about the tension between open source and national security.

Hugging Face, the GitHub of AI, is exploring a sale that could value it at $13B: Report

Tech Funding News 4 weeks ago 17 3 sources

Hugging Face is exploring a potential sale that would be valued at $13B or more, according to reporting on early-stage discussions. The $13 billion figure is nearly 3 times Hugging Face’s 2023 valuation of $4.5 billion. The company has hired a bank to assess buyer interest, while any deal could shift control of its open-model infrastructure away from its current neutral setup.

De-Googled GrapheneOS is coming to Motorola’s foldables next year

The Verge 4 weeks ago 3 2 sources

GrapheneOS announced plans to add official support for Motorola phones, beginning with a traditional flagship and later expanding to foldables. The rollout is scheduled for next year, first targeting a Motorola slab flagship before adding Razr Fold and Razr Ultra, with Razr Ultra being the first flip phone to officially run GrapheneOS. As a result, Motorola’s Razr Fold and Razr Ultra will gain an officially supported, security-focused Android variant rather than relying on unofficial alternatives.

Class Action Accuses Amazon and Twitch of Training AI on Streamers’ Content

Trending Topics 4 weeks ago 31 2 sources

Warren Pandiscia filed a US class action against Amazon and Twitch alleging they used stream and video content to train generative AI models without licenses or compensation. The complaint says Twitch’s mid-August change lets platform content be used for training, via an opt-out that automatically includes every channel unless the owner disables “Training for generative AI.” The lawsuit seeks damages and other remedies including removing material from training datasets, and could set a broader precedent for platforms passing user-generated content to their parent AI systems by default settings.

Kazimi raises €2.2M pre-seed to tackle bot activity in mobile marketing

Tech.eu 4 weeks ago 6

Kazimi, a Berlin-based mobile cybersecurity startup, raised an oversubscribed €2.2 million pre-seed round to scale technology for verifying first-party mobile marketing data against bot activity. The funding totals €2.2 million and was led by Market One Capital with participation from IBB Ventures and former mobile and tech executives. Kazimi will use the money to scale its privacy-preserving cryptographic verification solution and expand in the global mobile advertising market, improving which app signals are treated as real-user data for analytics, marketing, and AI use.

€440 Billion at Risk: ECB Experts Warn of an AI Bubble Burst

Trending Topics 4 weeks ago 13

ECB economists warned that a correction in AI-driven stock markets is likely to spill over into the euro area through investors’ fund holdings. They estimate euro-area households’ exposure to US technology stocks at around €440 billion using third-quarter 2025 look-through data. The result is a possible feedback loop where fund redemptions force sales that deepen valuation drops, with effects potentially extending to sentiment, financing conditions, and hiring.

Best GPU Neoclouds 2026: CoreWeave, Nebius, Lambda, Crusoe, and Groq Ranked by Published Pricing and Contracted Power

MarkTechPost 4 weeks ago 32 2 sources

The article ranked CoreWeave, Nebius, Lambda, Crusoe, and Groq as GPU “neoclouds” by published pricing and contracted power. Lambda’s B200 on-demand rate is listed at $6.69 per GPU-hour as the lowest published figure. Buyers are given a side-by-side view of rate cards, contract structures, and hardware roadmaps (including CoreWeave’s Platinum SemiAnalysis tier), rather than treating the “neocloud” label as one uniform offering.

CREEM 2.0

Product Hunt 4 weeks ago 9

Creem launched CREEM 2.0 as a platform aimed at helping AI product builders sell software and digital products with built-in payments, taxes, affiliates, payouts, and usage billing. The launch is scheduled for today. This adds an all-in-one way to handle those back-office functions so selling and growing can be set up faster.

Sam Altman voices fears that control of AI could be centered in too few hands

SiliconANGLE 4 weeks ago 15 3 sources

Sam Altman warned that AI control could consolidate in the hands of a few companies or people, leaving most others without a say in how AI affects society. He said his original timeline estimate was wrong after expecting that GPT-4 (in 2023) would drive disruption much more quickly. He now expects a slower, steadier transition as businesses adapt at a different pace than model releases.

Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning

Apple Machine Learning Research 4 weeks ago 36

Internalized Visual Thinking (IVT) is introduced as a post-training framework that learns visual reasoning from unlabeled videos without generating future frames at inference time. IVT cuts end-to-end latency by more than 5× versus Visual CoT. As a result, it improves over text-only post-training and matches or exceeds Visual CoT performance while keeping the same efficient inference pathway.

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