Google launches Gemini 3.8 Flash for coding and agentic workflows

🚀 RELEASES & LAUNCHES

• Google launches Gemini 3.8 Flash for coding and agentic workflows
  Google released Gemini 3.8 Flash, a low-cost model for coding and agentic workflows.

  • Developers and enterprises can use Gemini 3.8 Flash for software engineering, autonomous agents, and multi-step reasoning.
  • Google also introduced Gemini 3.8 Flash Cyber for trusted defenders through the Fairwind Program.
  • Gemini 3.8 Flash is priced at $0.75 per million input tokens and $3.75 per million output tokens.
  • The model reaches 54.9% on HLE-Verified and outperforms most larger frontier models on DeepSWE v1.1, according to Google.
  • The release adds higher-capability coding and reasoning at Gemini 3.7 Flash’s speed and introductory price.
    📄 https://deepmind.google/blog/introducing-gemini-3-8-flash-and-38-flash-cyber/ · 📎 https://arstechnica.com/ai/2026/09/google-releases-gemini-3-8-flash-its-third-flash-model-in-six-weeks/ · 👁 via Simon Willison, Google DeepMind Blog (+1)

• Jio opens cloud PC service to turn older Indian computers into AI-ready PCs
  Reliance Jio made its JioPC cloud computer available as a standalone subscription in India.

  • JioPC is for Indian consumers, students, households, schools, small businesses, and professionals using older computers.
  • The service streams a virtual PC over the internet, offering up to 8 virtual CPUs, 16GB RAM, and 1TB storage without new hardware.
  • Plans start at ₹1,000 for two months; annual options cost ₹4,000 for 8GB RAM/500GB storage or ₹5,000 for 16GB RAM/1TB storage.
  • Jio says cloud processing can extend the useful life of computers up to eight years, but the service requires a stable internet connection.
    📄 https://www.jio.com/jiopc/pwa/ · 📎 https://techcrunch.com/2026/09/02/indias-richest-man-now-wants-to-turn-aging-computers-into-ai-ready-pcs/ · 👁 via TechCrunch AI

• Amazon adds scam-message verification to Alexa for Shopping
  Amazon added scam-message verification to Alexa for Shopping.

  • U.S. Amazon customers can use Alexa for Shopping on the Amazon website or mobile app.
  • The feature checks emails, texts, phone calls and other messages against Amazon’s records of billions of outbound communications.
  • Alexa analyzes sender details, content, timing and metadata, then confirms, rejects or cannot verify a message.
  • Amazon says about 360,000 customers contact support each year to ask whether Amazon messages are genuine.
  • Submitted messages are reported to Amazon’s protection teams, helping improve scam detection.
    📄 https://www.aboutamazon.com/news/retail/how-to-verify-amazon-messages-alexa-for-shopping · 📎 https://techcrunch.com/2026/09/02/psa-amazons-shopping-ai-can-now-tell-you-if-that-message-is-a-scam/ · 👁 via TechCrunch AI, The Verge AI

• IBM Granite time-series models reach Confluent Cloud in Early Access
  IBM and Confluent added three Granite time-series models to Confluent Cloud.

  • Enterprise planners, fraud analysts and process engineers can use the models on live business streams.
  • Confluent Cloud now supports IBM Granite TTM, FlowState and PatchTST-FM models through Flink SQL.
  • The models enable built-in forecasting and anomaly detection without separate model infrastructure or data stores.
  • The Early Access release is available on Confluent Cloud on AWS, with Confluent Platform planned next.
  • The integration lets teams apply time-series intelligence where streaming data is generated and governed.
    📄 https://docs.confluent.io/cloud/current/release-notes/index.html · 📎 https://huggingface.co/blog/ibm-research/real-time-intelligence · 👁 via Hugging Face Blog

🔬 RESEARCH

• Google launches Fairwind AI cyber-defense program for trusted partners
  Google launched Fairwind, a limited-access program for AI-powered vulnerability discovery and patching.

  • The program targets governments, national cyber authorities, critical-infrastructure operators, software platforms, and Google Cloud customers.
  • Fairwind combines Gemini 3.8 Flash Cyber with CodeMender to find, verify, and fix vulnerabilities autonomously.
  • The system can generate verified, deployment-ready patches in minutes instead of weeks of manual work.
  • More than 650 partners are participating globally under controls including restricted team access and multifactor authentication.
  • The program gives trusted defenders prioritized access to advanced cyber capabilities before attackers can exploit them.
    📄 https://blog.google/innovation-and-ai/technology/safety-security/fairwind-program/ · 📎 https://deepmind.google/blog/proactive-cyber-defense-for-governments-and-enterprises/ · 👁 via Google DeepMind Blog

• H3-World uses language to control character and camera motion in video
  Researchers introduced H3-World, a language-controlled video world model for character and camera motion.

  • H3-World targets builders of controllable video and world models.
  • The method assigns text action prompts to each video-latent interval and uses MiniMax-H3’s pretrained text pathway.
  • It was trained with 8,000 gameplay samples and 10,000 LoRA steps, with 0.199% of parameters trainable.
  • The system produces character and camera motion, including unseen action combinations and visual scenarios.
  • The approach enables parameter-efficient language control of temporally changing video actions.
    📄 https://arxiv.org/html/2609.01560v1 · 📎 https://danzer1xxxxchan.github.io/H3-World/ · 👁 via r/LocalLLaMA

📊 BENCHMARKS & EVALS

• Fireworks Reports DeepSeek V4 Pro Leads Two of Four Coding Benchmarks
  Fireworks reported that DeepSeek V4 Pro 0813 led its coding evaluation on two of four benchmarks.
  • The model targets developers building long-horizon coding agents and other tool-using workloads.
  • Fireworks evaluated DeepSeek V4 Pro 0813 against Kimi K3 and Fable 5 across SWE-Bench Verified, LiveCodeBench v6, Aider Polyglot, and Terminal-Bench 2.1.
  • DeepSeek scored 95.2% on SWE-Bench Verified and 92.0% on LiveCodeBench v6, but trailed on Aider Polyglot and tied Fable 5 on Terminal-Bench.
  • Fireworks reported costs of $0.309 per solved SWE-Bench task and $0.040 per LiveCodeBench task, versus $0.808 and $0.225 for Fable 5.
  • Oracle routing between DeepSeek and Fable 5 reached 92.4% across 409 tasks at $0.279 per task, compared with 86.6% and $4.510 for Fable 5 alone.
    📎 https://fireworks.ai/blog/DeepSeekV4Pro-Fable5 · 👁 via r/LocalLLaMA

💰 BUSINESS & FUNDING

• Wonderful raises $550M Series C at $5B valuation
  Wonderful raised $550 million at a $5 billion valuation.

  • Wonderful serves large enterprises across more than 35 countries.
  • The Israeli-Dutch startup raised a $550 million Series C led by Insight Partners, with Salesforce joining as a new investor.
  • Its Wonderful AI OS coordinates agents, workflows, and applications with company data and integrations and works with any AI model.
  • Wonderful will use the funding to accelerate product development and expand its forward-deployed engineering teams.
    📄 https://x.com/wonderful_ai/status/2095125312929464388 · 📎 https://techcrunch.com/2026/09/02/wonderful-more-than-doubles-its-valuation-to-5b-in-under-6-months/ · 👁 via TechCrunch AI

• HiddenLayer raises $100M Series B to expand enterprise AI security
  HiddenLayer raised a $100 million Series B to expand its AI security platform.

  • The platform targets enterprises and government organizations using agentic, generative, and predictive AI.
  • The round was led by Delta-v Capital, with participation from Ten Eleven Ventures, Morgan Stanley, Microsoft’s M12, and Booz Allen Ventures.
  • HiddenLayer will expand Agentic Runtime Security and Agent Harness Security for autonomous coding agents, while growing sales, research, and EMEA operations.
  • The company says ARR grew more than 10x and it added over 50 platform customers in the past year.
  • The funding expands protection against prompt injection, agent manipulation, malicious tool use, and AI supply-chain threats.
    📄 http://www.prnewswire.com/news-releases/hiddenlayer-raises-100m-series-b-to-advance-trustworthy-ai-302867783.html · 📎 https://techcrunch.com/2026/09/02/hiddenlayer-nabs-100m-as-enterprises-rush-to-secure-their-ai-deployments/ · 👁 via TechCrunch AI

• Adobe acquires Indian marketing intelligence startup Rilo
  Adobe acquired Indian marketing intelligence startup Rilo for its technology and six-person team.

  • Rilo built custom marketing workflows for go-to-market teams, including competitor intelligence, content repurposing, and sales-call analysis.
  • Adobe acquired Rilo through a technology-licensing and team deal with undisclosed financial terms.
  • Adobe will integrate some of Rilo’s intellectual property and its six-member team into its marketing and customer-experience products.
  • Rilo, founded in 2025, raised $1 million at a $10 million valuation and will shut down as a standalone service.
    📄 https://www.linkedin.com/posts/dhruv-jaglan_beyond-excited-to-announce-that-rilo-is-joining-share-7500950084331851777-Hbr1 · 📎 https://techcrunch.com/2026/09/02/adobe-acquires-indian-market-intelligence-startup-rilo/ · 👁 via TechCrunch AI

• Victims file 30 new lawsuits accusing OpenAI over Tumbler Ridge shooting
  Victims filed 30 new lawsuits accusing OpenAI of aiding the Tumbler Ridge shooting.

  • The plaintiffs include Tumbler Ridge students, teachers, a principal and families of victims.
  • Edelson PC filed 30 complaints in a California federal court, bringing the total against OpenAI to 37.
  • The suits newly allege aiding and abetting, alongside negligence and product liability, over ChatGPT access and threat-reporting decisions.
  • The aiding-and-abetting claims require proving intent and may face early dismissal challenges, according to TechCrunch.
    📎 https://techcrunch.com/2026/09/02/openai-faces-30-more-lawsuits-tied-to-tumbler-ridge-shooting/ · 👁 via The Verge AI

• Lawsuit could force Trump administration to disclose AI safety-testing rules
  A lawsuit seeks disclosure of the federal rules used to review frontier AI models.

  • Frontier AI developers and federal agencies are affected by the reviews.
  • The lawsuit challenges the secrecy surrounding the rules used to test frontier AI models.
  • A ruling could make the government’s AI-safety criteria subject to public disclosure.
    📄 https://www.androidheadlines.com/2026/08/google-moves-deepmind-ai-safety-team.html · 📎 https://arstechnica.com/tech-policy/2026/09/trump-may-be-forced-to-reveal-secret-rules-feds-use-for-ai-safety-testing/ · 👁 via Ars Technica AI

• NYC to ban student-facing AI through eighth grade
  New York City will ban student-facing AI for public-school students through eighth grade in 2026-27.

  • The policy covers nearly 600,000 students in 2-K through eighth grade, about two-thirds of NYC public-school enrollment.
  • Student-facing AI software, AI tutors and companion chatbots will be prohibited; high-school use will be restricted.
  • Individual screen use will be prohibited in 2-K through second grade, with recommended limits of 30 minutes for grades 3-5 and 45 minutes for grades 6-8.
  • Teachers may use AI for lesson planning, while exemptions cover assistive technology, multilingual learners, assessments and approved programs.
  • The district will provide twice-yearly AI literacy classes in high school and run limited pilots in up to five classes at a small number of schools.
    📎 https://www.nydailynews.com/2026/09/01/nyc-public-schools-to-ban-generative-ai-for-students-in-elementary-and-middle-school/ · 👁 via The Verge AI

• OpenAI says Astra crosses critical cybersecurity threshold amid safety delays
  OpenAI said its upcoming Astra model can autonomously find and exploit previously unknown vulnerabilities.

  • Advanced cybersecurity access will initially be limited to select testers, with defensive access expanding through OpenAI’s Daybreak coalition.
  • Astra is OpenAI’s first model classified at the Critical cybersecurity threshold under its Preparedness Framework.
  • The model