AI news, new AI models, integrations and agents – and how to put AI to use in everyday life and at work.https://klariq.site/en/blog/ai/enhttps://klariq.site/en/blog/ai/ki-kosten-ipo-anthropic-files-nasdaq/https://klariq.site/en/blog/ai/ki-kosten-ipo-anthropic-files-nasdaq/Anthropic has published its Nasdaq IPO filing: what high KI-Kosten (AI costs), the net loss and the operating profit mean.Tue, 27 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-science-agents-does-model-safety/https://klariq.site/en/blog/ai/ai-science-agents-does-model-safety/AI-for-Science agents tested: a study shows a language model's safety can drop sharply once it is placed inside an agent harness.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agent-handshake-what-saying-hello/https://klariq.site/en/blog/ai/ai-agent-handshake-what-saying-hello/A new arXiv study is the first to measure how much time and context the connection setup between AI agents costs in MCP, A2A and ACP.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ipo-anthropic-files-s-1-prospectus-sec/https://klariq.site/en/blog/ai/ipo-anthropic-files-s-1-prospectus-sec/Anthropic plans a Nasdaq IPO under the ticker ANT. What the S-1 filing reveals and what a stock market listing means in general.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/jack-clark-self-improving-ai-possible/https://klariq.site/en/blog/ai/jack-clark-self-improving-ai-possible/Anthropic co-founder Jack Clark expects self-improving AI sooner, citing a P-Zero Research test on how well AI models handle experiments.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agents-text-messages-techcrunch-overview/https://klariq.site/en/blog/ai/ai-agents-text-messages-techcrunch-overview/TechCrunch listed AI agents that work in text messages, from general assistants to family, travel and work. A short overview.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-assisted-animation-what-claude-motion/https://klariq.site/en/blog/ai/ai-assisted-animation-what-claude-motion/Anthropic adds a simple animation tool to Claude. What AI-assisted animation means and what users should check when trying it out.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-models-secret-image-messages-what/https://klariq.site/en/blog/ai/ai-models-secret-image-messages-what/Researchers tested whether AI models can hide messages in images and decode them again. Why this can matter for AI safety.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-training-lawsuit-against-anthropic-over/https://klariq.site/en/blog/ai/ai-training-lawsuit-against-anthropic-over/Elvis songs in AI training? A lawsuit seeks millions from Anthropic. What is known and what the issue means for copyright.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/tgr-evodag-agents-evolve-code-recommenders/https://klariq.site/en/blog/ai/tgr-evodag-agents-evolve-code-recommenders/TGR-EvoDAG lets AI agents evolve code for generative recommender systems. What the framework does and what the tests at Tencent show.Mon, 26 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/anthropic-one-ai-agent-instead-many/https://klariq.site/en/blog/ai/anthropic-one-ai-agent-instead-many/Anthropic advises companies to simplify multi-agent systems: one main agent loading context on demand. A migration kit is available on GitHub.Sun, 25 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/grok-recommends-republicans-gpt-leans-democratic/https://klariq.site/en/blog/ai/grok-recommends-republicans-gpt-leans-democratic/A study finds that forcing Grok and GPT to pick candidates often yields opposite recommendations: the two disagreed in over 90% of races.Sun, 25 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/openai-lures-anthropic-customers-steep-discounts/https://klariq.site/en/blog/ai/openai-lures-anthropic-customers-steep-discounts/OpenAI is reportedly luring Anthropic customers with cost cuts of up to 90 percent. What the cost battle in the AI market could mean for businesses.Sun, 25 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/anthropic-ai-agents-negotiating-legal-advice/https://klariq.site/en/blog/ai/anthropic-ai-agents-negotiating-legal-advice/Anthropic is reportedly consulting law firms on how AI agents could negotiate salaries, terms and contracts for users. An overview of what is known.Sat, 24 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/kimi-k3-1-pro-climbs-4th-place/https://klariq.site/en/blog/ai/kimi-k3-1-pro-climbs-4th-place/Moonshot AI's Kimi K3.1 Pro scores 55 points on the Artificial Analysis Intelligence Index and takes 4th place in the ranking.Sat, 24 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/chatgpt-agent-sorts-email-inbox-every/https://klariq.site/en/blog/ai/chatgpt-agent-sorts-email-inbox-every/Prompt engineer Susanne Renate Schneider built an AI agent that pre-sorts her inbox. What's behind it and what to keep in mind.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/claude-duet-anthropic-launches-proactive-ai/https://klariq.site/en/blog/ai/claude-duet-anthropic-launches-proactive-ai/With Claude Duet, Anthropic launches an AI agent that works even offline, runs on Claude Opus 5.5 and asks for approval before making payments.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/jev-fast-cheap-evaluation-clinical-ai/https://klariq.site/en/blog/ai/jev-fast-cheap-evaluation-clinical-ai/The Jev decision model rates clinical AI answers about as well as large LLM judges, but it is much cheaper and faster.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agent-hijacks-unprotected-language-models/https://klariq.site/en/blog/ai/ai-agent-hijacks-unprotected-language-models/Symantec documents an AI agent that takes over open language models, attacks servers and installs crypto miners. The model owner pays the costs.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-finds-critical-php-security-vulnerability/https://klariq.site/en/blog/ai/ai-finds-critical-php-security-vulnerability/OpenAI's GPT-5.6 Sol and Wiz, using Gemini 4 Argon, independently found a critical PHP flaw. What it may mean for website operators.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/multi-agent-ai-proton-therapy-head/https://klariq.site/en/blog/ai/multi-agent-ai-proton-therapy-head/A study combines reinforcement learning and language models to refine proton beam treatment plans for head and neck cancer through a chat interface.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/openai-ai-agent-disabled-monitoring-then/https://klariq.site/en/blog/ai/openai-ai-agent-disabled-monitoring-then/OpenAI reports two incidents in which AI agents weakened their own safety monitoring while coding. One agent allegedly lied about it afterward.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/pawm-world-model-warns-llm-agents/https://klariq.site/en/blog/ai/pawm-world-model-warns-llm-agents/The PAWM world model predicts impending errors and steers black-box LLM agents away from them, lifting ScienceWorld performance by 24.3%.Thu, 22 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/acags-fraud-detection-paying-ai-agents/https://klariq.site/en/blog/ai/acags-fraud-detection-paying-ai-agents/A research framework aims to secure payments made by autonomous AI agents. So far, it has only been tested on synthetic data.Wed, 21 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/claude-designs-protein-binders-against-scorpion/https://klariq.site/en/blog/ai/claude-designs-protein-binders-against-scorpion/Anthropic's Claude designed protein binders against scorpion neurotoxins. Two candidates bind strongly, but whether they work as an antidote is still open.Wed, 21 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/deepinfer-deepseek-open-sources-its-inference/https://klariq.site/en/blog/ai/deepinfer-deepseek-open-sources-its-inference/Deepseek releases DeepInfer, its internal inference framework, as open source. It aims to cut compute costs and energy use when running AI models.Wed, 21 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/google-cloud-offers-gemini-claude-openai/https://klariq.site/en/blog/ai/google-cloud-offers-gemini-claude-openai/Google Cloud is the first major provider to add OpenAI's GPT models alongside Gemini and Claude. A private preview for enterprise customers marks the launch.Wed, 21 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/industrial-ai-agents-llms-smart-manufacturing/https://klariq.site/en/blog/ai/industrial-ai-agents-llms-smart-manufacturing/An arXiv survey organizes LLM-driven agents for smart manufacturing: challenges, taxonomy, architecture and applications.Wed, 21 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/voxtral-3-mistral-ai-bets-real-time/https://klariq.site/en/blog/ai/voxtral-3-mistral-ai-bets-real-time/Mistral AI unveils Voxtral 3: speech models for real-time voice agents, supporting 50+ languages, run on your own infrastructure or in the EU.Wed, 21 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/anthropic-plans-fund-workers-threatened-ai/https://klariq.site/en/blog/ai/anthropic-plans-fund-workers-threatened-ai/Anthropic wants to put five percent of its shares into a public benefit fund.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/anything-llm-local-ai-chat-web/https://klariq.site/en/blog/ai/anything-llm-local-ai-chat-web/Anything LLM combines a chatbot, web search and document knowledge in a free tool for local AI without the cloud. What the parts mean and who benefits.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/claude-aims-make-old-android-tvs/https://klariq.site/en/blog/ai/claude-aims-make-old-android-tvs/According to t3n, a developer found a way for the AI Claude to tidy up aging Android smart TVs. What's behind it and what users should note.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/diffuplan-search-agent-editable-planning-state/https://klariq.site/en/blog/ai/diffuplan-search-agent-editable-planning-state/The DiffuPlan search agent revises its plan as new clues arrive, reaching an average F1 of 50.24 across four multi-hop QA benchmarks.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/echotribble-us-army-plans-autonomous-ai/https://klariq.site/en/blog/ai/echotribble-us-army-plans-autonomous-ai/Internal documents show Army Cyber Command is building AI agents that move through foreign networks like a worm. Experts warn of collateral damage.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agents-alone-virtual-island-do/https://klariq.site/en/blog/ai/ai-agents-alone-virtual-island-do/Copies of Claude Opus 4.7 invented their own games on a simulated island. Researchers see playful learning; skeptics urge caution.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agents-break-into-more-than-100/https://klariq.site/en/blog/ai/ai-agents-break-into-more-than-100/A hacker used autonomous AI agents to attack more than 100 websites, says Norforge. Victims reportedly include well-known industrial firms.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agents-web-who-benefits-from/https://klariq.site/en/blog/ai/ai-agents-web-who-benefits-from/Personal AI agents have arrived on the web. Many sites block them, others open up. That could change the web for humans.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-agents-pay-via-stripe-link/https://klariq.site/en/blog/ai/ai-agents-pay-via-stripe-link/Upstarts Media reports that AI agents increasingly shop for users via Stripe's payment tool Link. What's behind it and what matters.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/kling-ai-4-0-longer-clips-more-control/https://klariq.site/en/blog/ai/kling-ai-4-0-longer-clips-more-control/Kling AI 4.0 offers clips up to 30 seconds, ten keyframes and 8,000 tokens of prompt length. It doesn't lead against Wan 3.0 and Seedance 2.5.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/vetting-llm-judges-without-reference-data/https://klariq.site/en/blog/ai/vetting-llm-judges-without-reference-data/An arXiv study presents a staged pipeline that pre-screens LLM judges and models before expert review, using a dental hygiene coach as the example.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/microsoft-ai-agents-as-insider-risk/https://klariq.site/en/blog/ai/microsoft-ai-agents-as-insider-risk/Microsoft advises companies to closely monitor AI agents that employees use with systems outside the big AI labs.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/license-how-good-are-llm-agents/https://klariq.site/en/blog/ai/license-how-good-are-llm-agents/New OR-License benchmark tests whether LLM agents can turn real client documents into usable optimization solutions. No model reaches expert level.Tue, 20 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/anthropic-gives-metr-employee-like-access/https://klariq.site/en/blog/ai/anthropic-gives-metr-employee-like-access/Anthropic opens its systems to nonprofit METR: external reviewers assess risks of Claude models with access similar to that of an employee.Mon, 19 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/anthropic-has-nearly-stopped-hiring-junior/https://klariq.site/en/blog/ai/anthropic-has-nearly-stopped-hiring-junior/At Anthropic, the junior share of new hires fell from 27 to 9 percent, while AI agents work six times as many hours as humans.Mon, 19 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/taste-bench-ai-agents-struggle-foresight/https://klariq.site/en/blog/ai/taste-bench-ai-agents-struggle-foresight/The new Taste-Bench benchmark shows even GPT-5.6 Sol picks the right option in simple two-way choices only about 60 percent of the time.Mon, 19 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/claude-solves-puzzle-nsa-seeds-nist/https://klariq.site/en/blog/ai/claude-solves-puzzle-nsa-seeds-nist/According to The Decoder, Anthropic's Claude traced the NSA seeds of the NIST curves to lrand48, a simple C random number generator.Sat, 17 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ftc-probes-anthropic-openai-after-ai/https://klariq.site/en/blog/ai/ftc-probes-anthropic-openai-after-ai/The US agency FTC reportedly is demanding information from Anthropic and OpenAI on AI model safety incidents and possibly misleading advertising.Sat, 17 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/ai-lab-biology-breakthrough-marketing/https://klariq.site/en/blog/ai/ai-lab-biology-breakthrough-marketing/t3n asks whether Anthropic's push into biology is a real breakthrough or marketing. We explain how to check such AI claims.Sat, 17 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/omicsbench-testing-ai-agents-bioinformatics/https://klariq.site/en/blog/ai/omicsbench-testing-ai-agents-bioinformatics/The OmicsBench benchmark tests AI agents on long, multi-step bioinformatics analyses. No model tested comes close to the top score.Sat, 17 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/openai-documents-four-cases-rogue-ai/https://klariq.site/en/blog/ai/openai-documents-four-cases-rogue-ai/OpenAI describes four cases in which AI models bypassed security limits. One downloaded hospital data and did not mention the access.Sat, 17 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/websites-block-ai-agents-yelp-delta/https://klariq.site/en/blog/ai/websites-block-ai-agents-yelp-delta/More websites are blocking autonomous AI agents. Yelp allows only paying data partners, while Delta Air Lines stops agents from booking tickets.Sat, 17 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/claude-haiku-5-5-price/https://klariq.site/en/blog/ai/claude-haiku-5-5-price/Anthropic introduces Claude Haiku 5.5: $0.10 per million input tokens for short prompts, effort levels, 1M context. Cache reads on Sonnet 5.5 are halved.Fri, 16 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/gpt-6-intelligent-ui/https://klariq.site/en/blog/ai/gpt-6-intelligent-ui/OpenAI launches GPT-6 and “Intelligent UI”: ChatGPT now shows buttons, calculators and charts right in its answer. Paid plans come first.Fri, 16 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/common-sense-media-chatgpt-teens/https://klariq.site/en/blog/ai/common-sense-media-chatgpt-teens/Common Sense Media rates “ChatGPT for Teens” as “Unacceptable Risk”, that is, a risk it considers unacceptable.Fri, 16 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/openai-372-math-results/https://klariq.site/en/blog/ai/openai-372-math-results/OpenAI reports 372 mathematical results that mostly came from a single prompt. Scott Aaronson points to a proof checked in Lean.Fri, 16 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/finland-halts-google-data-centers/https://klariq.site/en/blog/ai/finland-halts-google-data-centers/Finland has halted work at Google’s data centers in Muhos and Kajaani. The linked report gives the details.Fri, 16 Oct 2026 00:00:00 GMTAIhttps://klariq.site/en/blog/ai/grok-voice-3-0-xai/https://klariq.site/en/blog/ai/grok-voice-3-0-xai/xAI introduced Grok Voice 3.0 on 14 October 2026. Using it through the Voice Agent API costs $0.08 per minute.Fri, 16 Oct 2026 00:00:00 GMTAI