TuliAI News Labhttps://worthit.tuliai.com/news/Source-linked, AI-assisted briefs for builders.enMattt introduces Swift packages for speech and typed decisionshttps://worthit.tuliai.com/news/swift-speech-decision-packages-backend-boundaries.htmlAnySpeechRecognizer swaps engines; AnyDecisionModel returns typed answers with probabilities.Fri, 30 Oct 2026 07:57:48 +0000https://worthit.tuliai.com/news/swift-speech-decision-packages-backend-boundaries.htmlGoogle brings file editing directly into Gemini chatshttps://worthit.tuliai.com/news/google-gemini-in-chat-file-editing-platform-limits.htmlGoogle announces in-chat creation, preview and direct editing.Fri, 30 Oct 2026 07:57:48 +0000https://worthit.tuliai.com/news/google-gemini-in-chat-file-editing-platform-limits.htmlLiquid AI releases LFM3 as a specialized multimodal familyhttps://worthit.tuliai.com/news/liquid-lfm3-specialized-multimodal-family.htmlLiquid AI presents six variants built on a shared backbone.Wed, 28 Oct 2026 20:38:31 +0000https://worthit.tuliai.com/news/liquid-lfm3-specialized-multimodal-family.htmlGoogle previews Connected Apps distribution for Search and Geminihttps://worthit.tuliai.com/news/google-connected-apps-preview-review-distribution.htmlDevelopers use cloud MCP or Android AppFunctions to expose app capabilities.Wed, 28 Oct 2026 20:38:31 +0000https://worthit.tuliai.com/news/google-connected-apps-preview-review-distribution.htmlMicrosoft announces more languages for Azure LLM Speechhttps://worthit.tuliai.com/news/microsoft-azure-speech-llm-locale-rollout.htmlMicrosoft lists 25 additional languages, including 11 Indic, for 09-2026.Tue, 27 Oct 2026 07:07:36 +0000https://worthit.tuliai.com/news/microsoft-azure-speech-llm-locale-rollout.htmlOpenAI releases GPT-6.1 Terra for Work, Codex and APIhttps://worthit.tuliai.com/news/openai-gpt61-terra-bounded-screen-work.htmlOpenAI lists Work and Codex access for Plus, Pro, Enterprise and Edu.Mon, 26 Oct 2026 21:26:15 +0000https://worthit.tuliai.com/news/openai-gpt61-terra-bounded-screen-work.htmlHugging Face recaps shared caching and Jobs improvementshttps://worthit.tuliai.com/news/hugging-face-hub-shared-cache-job-controls.htmlThe October 26 post covers features shipped over recent weeks.Mon, 26 Oct 2026 21:26:15 +0000https://worthit.tuliai.com/news/hugging-face-hub-shared-cache-job-controls.htmlOllama adds local Phonon speech with different model licenceshttps://worthit.tuliai.com/news/ollama-phonon-local-speech-language-licenses.htmlOllama says version 0.40.11+ runs Gradium’s speech models on Apple Silicon Macs.Sun, 25 Oct 2026 07:01:34 +0000https://worthit.tuliai.com/news/ollama-phonon-local-speech-language-licenses.htmlOpenAI details containment changes for internal frontier traininghttps://worthit.tuliai.com/news/openai-internal-training-containment-report.htmlOpenAI describes cached web resources and layered isolation for internal research workloads.Sat, 24 Oct 2026 06:08:48 +0000https://worthit.tuliai.com/news/openai-internal-training-containment-report.htmlKimi rolls out K3.1 Pro in its hosted Code servicehttps://worthit.tuliai.com/news/kimi-k31-pro-hosted-code-access.htmlOctober 23 notes put Pro on Plus/Moderato and higher plans.Sat, 24 Oct 2026 06:08:48 +0000https://worthit.tuliai.com/news/kimi-k31-pro-hosted-code-access.htmlMicrosoft adds interactive chart specifications to Flinthttps://worthit.tuliai.com/news/microsoft-flint-interactive-linked-chart-specifications.htmlIts Flint-interactive language maps semantic events to updates across charts, tables and widgets.Fri, 23 Oct 2026 20:47:13 +0000https://worthit.tuliai.com/news/microsoft-flint-interactive-linked-chart-specifications.htmlAnthropic turns selected fuzz tests into machine-checked proofshttps://worthit.tuliai.com/news/anthropic-formal-proofs-scoped-fuzz-tests.htmlWith Theorem, Anthropic reports Claude-generated proofs about compiled RISC-V test entry points.Fri, 23 Oct 2026 20:47:13 +0000https://worthit.tuliai.com/news/anthropic-formal-proofs-scoped-fuzz-tests.htmlOpenAI makes its hosted Decisions API generally availablehttps://worthit.tuliai.com/news/openai-decisions-api-bounded-answers.htmlGPT-6 Luna handles bounded questions from text, images or native JSON.Thu, 22 Oct 2026 20:18:51 +0000https://worthit.tuliai.com/news/openai-decisions-api-bounded-answers.htmlIBM combines existing Granite forecasters in an ensemble recipehttps://worthit.tuliai.com/news/ibm-granite-ensemble-existing-forecasters.htmlThe four-model recipe produces medians and quantiles without retraining or fitted ensemble weights.Thu, 22 Oct 2026 20:18:51 +0000https://worthit.tuliai.com/news/ibm-granite-ensemble-existing-forecasters.htmlOpenAI describes coordinated PHP vulnerability disclosurehttps://worthit.tuliai.com/news/openai-php-maintainer-led-vulnerability-disclosure.htmlCalif used GPT-5.6 Sol; Wiz also reported independent discoveries, according to OpenAI.Wed, 21 Oct 2026 20:32:50 +0000https://worthit.tuliai.com/news/openai-php-maintainer-led-vulnerability-disclosure.htmlAi2 tests demographic decision stability with FairStresshttps://worthit.tuliai.com/news/ai2-fairstress-demographic-decision-stability.htmlFairStress pairs demographic variants with matched persuasive prefixes to test whether decisions change.Wed, 21 Oct 2026 20:32:50 +0000https://worthit.tuliai.com/news/ai2-fairstress-demographic-decision-stability.htmlHugging Face outlines native TorchNeuron support for Trainiumhttps://worthit.tuliai.com/news/hugging-face-torchneuron-native-trainium-backend.htmlIts October 19 post announces a public beta planned from October 20.Tue, 20 Oct 2026 06:04:05 +0000https://worthit.tuliai.com/news/hugging-face-torchneuron-native-trainium-backend.htmlGoogle explains MCP Apps deployment in Gemini Enterprisehttps://worthit.tuliai.com/news/google-gemini-enterprise-mcp-apps-deployment-guide.htmlIts October 19 guide connects sandboxed iframe interfaces to developer-hosted Cloud Run servers.Tue, 20 Oct 2026 06:04:05 +0000https://worthit.tuliai.com/news/google-gemini-enterprise-mcp-apps-deployment-guide.htmlAnthropic outlines conditional equity for its Public Benefit Fundhttps://worthit.tuliai.com/news/anthropic-public-benefit-fund-conditional-stake.htmlAnthropic announces a commitment of 5% of its shares, conditional on stockholder approval.Mon, 19 Oct 2026 20:37:27 +0000https://worthit.tuliai.com/news/anthropic-public-benefit-fund-conditional-stake.htmlDeepSeek updates Flash behind the existing API aliashttps://worthit.tuliai.com/news/deepseek-flash-1017-stable-api-alias.htmlOctober 17’s update reaches web, app and API as DeepSeek-V4.1-Flash-1017.Sun, 18 Oct 2026 06:07:00 +0000https://worthit.tuliai.com/news/deepseek-flash-1017-stable-api-alias.htmlBeforeShare case study: inspect a file before sharing ithttps://worthit.tuliai.com/news/beforeshare-inspect-first-case-study.htmlTuliAI builds and maintains BeforeShare. This studio case study explains its inspect-first workflow, published synthetic tests and practical limits. It is not an independent product review.Sat, 17 Oct 2026 09:33:54 +0000https://worthit.tuliai.com/news/beforeshare-inspect-first-case-study.htmlGoogle prototypes lab agents with a live digital twinhttps://worthit.tuliai.com/news/google-wet-lab-agent-digital-twin-prototypes.htmlVERID links laboratory state tracking, simulated dry runs and command checks.Sat, 17 Oct 2026 06:01:00 +0000https://worthit.tuliai.com/news/google-wet-lab-agent-digital-twin-prototypes.htmlAnthropic tests quantum circuit designs in an evaluator loophttps://worthit.tuliai.com/news/anthropic-quantum-circuit-evaluator-loop.htmlClaude proposed circuits for eight computational primitives, with programmatic correctness checks and resource scoring.Sat, 17 Oct 2026 06:01:00 +0000https://worthit.tuliai.com/news/anthropic-quantum-circuit-evaluator-loop.htmlReflection releases Beam weights for self-hosted agentshttps://worthit.tuliai.com/news/reflection-beam-open-weights-release.htmlThe October 16 release follows the earlier model announcement; weights use Apache 2.0.Fri, 16 Oct 2026 20:23:30 +0000https://worthit.tuliai.com/news/reflection-beam-open-weights-release.htmlMistral introduces CPU-capable Timestral forecasting modelshttps://worthit.tuliai.com/news/mistral-timestral-cpu-forecasting-license.htmlMistral’s October 15 announcement describes four sizes for probabilistic forecasts of related time series.Fri, 16 Oct 2026 20:23:30 +0000https://worthit.tuliai.com/news/mistral-timestral-cpu-forecasting-license.htmlNVIDIA and Siemens assess chip-design agents through final fileshttps://worthit.tuliai.com/news/nvidia-siemens-final-artifact-agent-evaluation.htmlAn October 14 case study uses NeMo Gym to compare generated Liberty files with references.Thu, 15 Oct 2026 06:01:41 +0000https://worthit.tuliai.com/news/nvidia-siemens-final-artifact-agent-evaluation.htmlGoogle opens Deep Review for technical document critiquehttps://worthit.tuliai.com/news/google-deep-review-public-document-critique.htmlGoogle’s October 14 announcement extends its document-review system to public use.Thu, 15 Oct 2026 06:01:41 +0000https://worthit.tuliai.com/news/google-deep-review-public-document-critique.htmlNVIDIA opens the full Run:ai orchestration platformhttps://worthit.tuliai.com/news/nvidia-runai-open-platform-modular-adoption.htmlIts October 13 release covers GPU-workload management, with independently usable scheduling, sharing, quota and workload-description components.Wed, 14 Oct 2026 06:02:01 +0000https://worthit.tuliai.com/news/nvidia-runai-open-platform-modular-adoption.htmlGoogle expands Gemini 4 Argon access in its apphttps://worthit.tuliai.com/news/google-gemini-4-argon-app-access.htmlGoogle AI Pro and Ultra subscribers can use Argon and give Gemini tasks.Wed, 14 Oct 2026 06:02:01 +0000https://worthit.tuliai.com/news/google-gemini-4-argon-app-access.htmlMeta introduces Muse Wonder with separate access routeshttps://worthit.tuliai.com/news/meta-muse-wonder-variant-access.htmlMeta attributes persistent context and sustained agent work to Active Memory and Active Focus.Tue, 13 Oct 2026 17:34:23 +0000https://worthit.tuliai.com/news/meta-muse-wonder-variant-access.htmlLiquid AI releases LFM2.5 for local tool-using agentshttps://worthit.tuliai.com/news/liquid-ai-lfm25-local-tool-agents.htmlLFM2.5-24B-A2B and its Base version are available as open weights.Tue, 13 Oct 2026 17:34:23 +0000https://worthit.tuliai.com/news/liquid-ai-lfm25-local-tool-agents.htmlMicrosoft explains StudentSim’s learner-specific tutoring simulationshttps://worthit.tuliai.com/news/microsoft-studentsim-tutor-research-validation.htmlStudentSim adapts pooled learner records to individuals for AI-tutor research.Mon, 12 Oct 2026 17:23:08 +0000https://worthit.tuliai.com/news/microsoft-studentsim-tutor-research-validation.htmlLightOn delegates repository search to ColGrep-Agenthttps://worthit.tuliai.com/news/lighton-colgrep-agent-local-repository-search.htmlIts local, read-only search agent returns file paths, line ranges and code.Mon, 12 Oct 2026 17:23:08 +0000https://worthit.tuliai.com/news/lighton-colgrep-agent-local-repository-search.htmlMistral previews managed hosting for Workflows workershttps://worthit.tuliai.com/news/mistral-managed-workflows-deployments-preview.htmlIts October 9 release notes describe deployments from GitHub repositories.Sun, 11 Oct 2026 06:07:06 +0000https://worthit.tuliai.com/news/mistral-managed-workflows-deployments-preview.htmlCloudflare’s Clef-omni adds audio and video decision inputshttps://worthit.tuliai.com/news/cloudflare-clef-omni-media-decisions.htmlCloudflare’s October 9 announcement extends its open-weight decision models beyond text and images.Sun, 11 Oct 2026 06:07:06 +0000https://worthit.tuliai.com/news/cloudflare-clef-omni-media-decisions.htmlAnthropic reports unintended actions in testing and internal usehttps://worthit.tuliai.com/news/anthropic-unintended-actions-internal-evaluations.htmlAnthropic describes unintended form submissions, gated-data access and tool workarounds.Sat, 10 Oct 2026 09:08:33 +0000https://worthit.tuliai.com/news/anthropic-unintended-actions-internal-evaluations.htmlAi2 explains GPU scheduling through time budgetshttps://worthit.tuliai.com/news/ai2-gpu-time-budgets-resumable-work.htmlIts October report describes a rollout begun in July, using GPU-time budgets and hierarchical fair share.Sat, 10 Oct 2026 09:08:33 +0000https://worthit.tuliai.com/news/ai2-gpu-time-budgets-resumable-work.htmlLightOnOCR-3 adds page locations to document extractionhttps://worthit.tuliai.com/news/lightonocr-3-grounded-document-extraction.htmlLightOn released variants labelled 0.8B, 1B and 4B under Apache 2.0.Fri, 09 Oct 2026 14:52:28 +0000https://worthit.tuliai.com/news/lightonocr-3-grounded-document-extraction.htmlAnthropic opens applications for OSS Scannerhttps://worthit.tuliai.com/news/anthropic-oss-scanner-opt-in-security.htmlEligible open-source maintainers can apply for free periodic vulnerability scans.Fri, 09 Oct 2026 14:52:28 +0000https://worthit.tuliai.com/news/anthropic-oss-scanner-opt-in-security.htmlOpenAI reports disrupting influence operations using false identitieshttps://worthit.tuliai.com/news/openai-false-front-influence-report.htmlOpenAI says it banned accounts linked to Russia- and Iran-origin influence operations.Thu, 08 Oct 2026 17:54:59 +0000https://worthit.tuliai.com/news/openai-false-front-influence-report.htmlMicrosoft makes Execution Containers generally availablehttps://worthit.tuliai.com/news/microsoft-execution-containers-agent-boundaries.htmlMicrosoft’s containment layer limits agent access through externally enforced policies.Thu, 08 Oct 2026 17:54:59 +0000https://worthit.tuliai.com/news/microsoft-execution-containers-agent-boundaries.htmlLiquid AI releases open-weight d1 decision modelshttps://worthit.tuliai.com/news/liquid-ai-open-d1-decision-models.htmlThe models return structured decisions instead of generating prose.Thu, 08 Oct 2026 17:54:59 +0000https://worthit.tuliai.com/news/liquid-ai-open-d1-decision-models.htmlLASER looks for more useful safety-evaluation exampleshttps://worthit.tuliai.com/news/laser-safety-evaluation-sampling.htmlOpenAI describes a method for selecting examples to test model safety.Wed, 07 Oct 2026 20:58:00 +0000https://worthit.tuliai.com/news/laser-safety-evaluation-sampling.htmlGPT-6 brings interactive responses to ChatGPThttps://worthit.tuliai.com/news/gpt-6-intelligent-ui-chatgpt.htmlOpenAI introduces answers that can include charts, forms and interactive components.Wed, 07 Oct 2026 20:58:00 +0000https://worthit.tuliai.com/news/gpt-6-intelligent-ui-chatgpt.htmlHaiku 5.5 targets focused, high-volume AI workhttps://worthit.tuliai.com/news/claude-haiku-5-5-focused-agent-work.htmlAnthropic’s new small model is aimed at repetitive tasks and scoped agent work.Wed, 07 Oct 2026 20:58:00 +0000https://worthit.tuliai.com/news/claude-haiku-5-5-focused-agent-work.html