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Apate.ai deploys AI agents undercover to intentionally interact with scammers so the agents can gather intelligence on fraud operations. TechCrunch reports the approach contrasts with typical uses of AI agents for product shipping or workflow automation.
Vals AI, backed by Andreessen Horowitz, is positioning itself as a neutral, trustworthy resource for AI benchmarking. The company intends to address growing model proliferation by offering standardised evaluation tools, according to TechCrunch AI.
Speakers from Gusto, Insight Partners, and Leland will discuss how early-stage companies are integrating AI agents alongside human teams at TechCrunch Disrupt 2026. The session will cover maintaining speed, accountability, and culture while working with AI agents and includes a registration discount before September 25.
TechCrunch AI compiled examples of AI products and ventures that were shut down or missed expectations, including Apple's repeatedly delayed Siri AI and OpenAI's troubled 'super app' launch. The piece frames these as part of an ‘AI graveyard’ of failed or faltering initiatives.
TechCrunch promotes an interactive Builders Stage session at Disrupt 2026 about the implications of foundation models evolving and potentially overtaking startup roadmaps. The event frames the key question as whether companies can continue creating value as models advance, per TechCrunch AI.
OpenAI outlines how startups can use GPT-5.6 to build faster, more cost-efficient AI agents. The guide highlights smarter model selection and new Responses API capabilities for developers.
MIT Technology Review reports that a new wave of startups is pursuing innovations beyond the transformer architecture that has powered large language models for nine years. The piece also notes shifts in AI academic research priorities, suggesting a changing landscape for model design and study.
MIT Technology Review profiles startups aiming to advance large language model design and applications, tracing the field back to the 2017 ‘Attention Is All You Need’ paper. The piece previews trends and companies that could shape future LLM research and products.
Emerald AI, backed by Nvidia, is reportedly seeking to raise an additional $100 million in funding. The move could value the company at over $1 billion, according to Data Center Dynamics.
Beberapa model bahasa besar cenderung mengulangi corak jawapan yang serupa, menyebabkan kekangan kepelbagaian respons. Satu startup dilaporkan sedang membangunkan kaedah untuk memecah corak homogen ini dan menggalakkan jawapan lebih pelbagai.
Midjourney, dikenali kerana penjana imejnya, mengumumkan pivot ke pengimejan perubatan dengan cadangan pengimbas ultrabunyi futuristik yang merendam pengguna dalam takungan air. Syarikat mendakwa peranti itu boleh menghasilkan imej setanding MRI tetapi semudah lawatan spa, walaupun butiran teknikal dan bukti belum didedahkan.
Railway, platform awan dari San Francisco, mengumumkan pembiayaan Siri B sebanyak US$100 juta untuk mengembangkan infrastruktur yang direka khusus bagi aplikasi AI. Syarikat itu mendakwa mampu menyediakan deployment dalam kurang satu saat, menurunkan kos berbanding penyedia awan tradisional dan kini mengendalikan berjuta-juta deployment sebulan. Railway juga memilih untuk membina pusat data sendiri sebagai strategi integrasi menegak.
