M5B Daily Recap: 2026-01-21
Daily AI Recap: Jan 21, 2026
Welcome to today's curated briefing of the most important AI developments.
🗞️ Top Stories
- A timeline of the US semiconductor market in 2025https://techcrunch.com/2026/01/21/a-timeline-of-the-u-s-semiconductor-market-in-2025/: From leadership changes at legacy semiconductor companies to wishy washy policy around chip exports, a lot happened last year....
- Todoist’s app now lets you add tasks to your to-do list by speaking to its AIhttps://techcrunch.com/2026/01/21/todoists-app-now-lets-you-add-tasks-to-your-to-do-list-by-speaking-to-its-ai/: The feature, now public, lets you create to-do's and action items by speaking naturally to the app's AI....
- Apple plans to make Siri an AI chatbot, report sayshttps://techcrunch.com/2026/01/21/apple-plans-to-make-siri-an-ai-chatbot-report-says/: Siri could look more like ChatGPT than its current state as an integrated feature across Apple products....
- Irony alert: Hallucinated citations found in papers from NeurIPS, the prestigious AI conferencehttps://techcrunch.com/2026/01/21/irony-alert-hallucinated-citations-found-in-papers-from-neurips-the-prestigious-ai-conference/: Research from startup GPTZero points to the impossible problem prestigious conferences face in the age of AI slop....
- 50+ Machine Learning Resources for Self Study in 2026https://www.analyticsvidhya.com/blog/2026/01/machine-learning-resources-for-self-study/: Are you following the trend or genuinely interested in Machine Learning? Either way, you will need the right resources to TRUST, LEARN and SUCCEED. If you are unable to find the right Machine Learning...
- AI News Weekly - Issue 461: - Jan 21st 2026https://aiweekly.co/issues/461: Welcome
AI is Hype : Highlights from Davos
Check out this interesting video of Ken Griffith talking about how no one has any idea yet on how these massive investments in infrast...
- 7 Statistical Concepts Every Data Scientist Should Master and Whyhttps://www.kdnuggets.com/7-statistical-concepts-every-data-scientist-should-master-and-why: Understanding data starts with statistics. These 7 statistics concepts give you the foundation to analyze and interpret with confidence....
- Google Trends is Misleading You: How to Do Machine Learning with Google Trends Datahttps://towardsdatascience.com/google-trends-is-misleading-you-how-to-do-machine-learning-with-google-trends-data/: Google Trends is one of the most widely used tools for analysing human behaviour at scale. Journalists use it. Data scientists use it. Entire papers are built on it. But there is a fundamental propert...
- Exploring what AI means for education and the next generationhttps://news.microsoft.com/signal/articles/what-ai-means-for-higher-education/: The post Exploring what AI means for education and the next generation appeared first on Source....
- YouTube will soon let creators make Shorts with their own AI likenesshttps://techcrunch.com/2026/01/21/youtube-will-soon-let-creators-make-shorts-with-their-own-ai-likeness/: YouTube Shorts viewers might soon see AI versions of their favorite creators when scrolling through their feeds....
- OpenAI aims to ship its first device in 2026, and it could be earbudshttps://techcrunch.com/2026/01/21/openai-aims-to-ship-its-first-device-in-2026-and-it-could-be-earbuds/: The AI startup is on track to announce its first hardware device in the second half of this year, OpenAI Chief Global Affairs Officer Chris Lehane said during an interview Davos....
- Navigating AI Entrepreneurship: Insights From The Application Layerhttps://www.kdnuggets.com/navigating-ai-entrepreneurship-insights-from-the-application-layer: Through the lens of a serial entrepreneur, this article explores how the AI revolution is shifting from infrastructure to the application layer, where the greatest opportunities lie in solving special...
- TechCrunch Disrupt 2026 tickets now on sale: Lowest rates all yearhttps://techcrunch.com/2026/01/21/techcrunch-disrupt-2026-tickets-now-on-sale-lowest-rates-all-year/: TechCrunch Disrupt 2026 tickets are officially on sale. Save up to $680 on your ticket and be among the first 500 registrants to score a +1 pass at 50% off. Don't miss 10,000 tech leaders, founders, a...
- If You Want to Become a Data Scientist in 2026, Do Thishttps://towardsdatascience.com/why-most-people-struggle-to-get-data-science-jobs-in-2026/: Learn from my mistakes and fast track your data science career
The post If You Want to Become a Data Scientist in 2026, Do This appeared first on Towards Data Science....
- Zanskar thinks 1 TW of geothermal power is being overlookedhttps://techcrunch.com/2026/01/21/zanskar-thinks-1-tw-of-geothermal-power-is-being-overlooked/: Zanskar has raised $115 million to find about a dozen geothermal resources that could help power the grid throughout the U.S. West....
- Elastic Supercharges Performance for Serverless Offering on AWShttps://ai-techpark.com/elastic-supercharges-performance-for-serverless-offering-on-aws/: New virtual compute units deliver up to 50% higher indexing throughput and 37% lower latency — powering search, observability and security applications at no extra cost Elastic NYSE: ESTC, the Searc...
- Language learning marketplace Preply’s unicorn status embodies Ukrainian resiliencehttps://techcrunch.com/2026/01/21/language-learning-marketplace-preplys-unicorn-status-embodies-ukrainian-resilience/: Language learning marketplace Preply is now valued at $1.2 billion after raising a $150 million that marks a new chapter for the 14-year-old company....
- A Case for the T-statistichttps://towardsdatascience.com/a-case-for-the-t-statistic/: And how it compares to the run-of-the-mill z-score
The post A Case for the T-statistic appeared first on Towards Data Science....
- 5 Alternatives to Google Colab for Long-Running Taskshttps://www.kdnuggets.com/5-alternatives-to-google-colab-for-long-running-tasks: These five options make long-running jobs easier, faster, and less frustrating than Colab....
- Consumers spent more on mobile apps than games in 2025, driven by AI app adoptionhttps://techcrunch.com/2026/01/21/consumers-spent-more-on-mobile-apps-than-games-in-2025-driven-by-ai-app-adoption/: Consumers spent more money in mobile apps than games in 2025, driven by AI app adoption....
- ADLINK Launches First COM Express Module with Intel Core Ultra 3https://ai-techpark.com/adlink-launches-first-com-express-module-with-intel-core-ultra-3/: Featuring new Intel Arc GPU with up to 12 Xe cores and up to 120 TOPS, NPU 5 with up to 50 TOPS, and Advanced CPU Architecture for Edge AI and General Embedded Systems — Industrial-Temperature SKUs Ex...
- Everything You Need to Know About How Python Manages Memoryhttps://machinelearningmastery.com/everything-you-need-to-know-about-how-python-manages-memory/: In languages like C, you manually allocate and free memory....
- Q/C Technologies Appoints AI Systems Leader Chelsea Voss to BODhttps://ai-techpark.com/q-c-technologies-appoints-ai-systems-leader-chelsea-voss-to-bod/: Q/C Technologies, Inc. Nasdaq: QCLS “Q/C Technologies” or “the Company”, a pioneer of quantum-class computing at the speed of light, today announced the appointment of Chelsea Voss to its Board of...
- How Higgsfield turns simple ideas into cinematic social videoshttps://openai.com/index/higgsfield: Discover how Higgsfield gives creators cinematic, social-first video output from simple inputs using OpenAI GPT-4.1, GPT-5, and Sora 2....
- MCPToolbox for Databases: A Practical Guide to Bridging LLMs and Your Datahttps://www.analyticsvidhya.com/blog/2026/01/mcptoolbox-for-databases/: Talking to software feels natural now, until you need real business data. That’s where things usually break. MCPToolbox to Databases fixes this by giving AI agents safe, reliable access to production ...
- One Identity Unveils Major Upgrade to Identity Managerhttps://ai-techpark.com/one-identity-unveils-major-upgrade-to-identity-manager/: One Identity, a trusted leader in identity security, today announces a major upgrade to One Identity Manager, a top-rated IGA solution, strengthening identity governance as a critical security control...
- KNIME Appoints Trevor Kaufman as CEO as it enters next growth phasehttps://ai-techpark.com/knime-appoints-trevor-kaufman-as-ceo-as-it-enters-next-growth-phase/: Today KNIME announced that Michael Berthold, Founder and CEO, is stepping down from the role. Trevor Kaufman, a seasoned CEO with a proven track record in scaling high-growth SaaS businesses, has been...
- A Mind Cannot Be Smeared Across Timehttps://arxiv.org/abs/2601.11620: arXiv:2601.11620v1 Announce Type: new
Abstract: Whether machines can be conscious depends not only on what they compute, but \emph{when} they compute it. Most deployed artificial systems realise thei...
- PRISM: Learning Design Knowledge from Data for Stylistic Design Improvementhttps://arxiv.org/abs/2601.11747: arXiv:2601.11747v1 Announce Type: new
Abstract: Graphic design often involves exploring different stylistic directions, which can be time-consuming for non-experts. We address this problem of stylist...
- A Coding Guide to Anemoi-Style Semi-Centralized Agentic Systems Using Peer-to-Peer Critic Loops in LangGraphhttps://www.marktechpost.com/2026/01/20/a-coding-guide-to-anemoi-style-semi-centralized-agentic-systems-using-peer-to-peer-critic-loops-in-langgraph/: In this tutorial, we demonstrate how a semi-centralized Anemoi-style multi-agent system works by letting two peer agents negotiate directly without a manager or supervisor. We show how a Drafter and a...
- How countries can end the capability overhanghttps://openai.com/index/how-countries-can-end-the-capability-overhang: Our latest report reveals stark differences in advanced AI adoption across countries and outlines new initiatives to help nations capture productivity gains from AI....
🛠️ Featured Tools
- Anthropic’s CEO stuns Davos with Nvidia criticismhttps://techcrunch.com/2026/01/20/anthropics-ceo-stuns-davos-with-nvidia-criticism/: Anthropic CEO Dario Amodei unloaded on both the administration and U.S. chip companies over plans to sell to China. The criticism was particularly not...
- Bolna nabs $6.3M from General Catalyst for its India-focused voice orchestration platformhttps://techcrunch.com/2026/01/20/bolna-nabs-6-3-million-from-general-catalyst-for-its-india-focused-voice-orchestration-platform/: Bolna said that 75% of its revenue is coming from self-serve customers....
- What are Context Graphs?https://www.marktechpost.com/2026/01/20/what-are-context-graphs/: Knowledge Graphs and their limitations With the rapid growth of AI applications, Knowledge Graphs KGs have emerged as a foundational structure for r...
- Liquid AI Releases LFM2.5-1.2B-Thinking: a 1.2B Parameter Reasoning Model That Fits Under 1 GB On-Devicehttps://www.marktechpost.com/2026/01/20/liquid-ai-releases-lfm2-5-1-2b-thinking-a-1-2b-parameter-reasoning-model-that-fits-under-1-gb-on-device/: Liquid AI has released LFM2.5-1.2B-Thinking, a 1.2 billion parameter reasoning model that runs fully on device and fits in about 900 MB on a modern ph...
- CSyMR: Benchmarking Compositional Symbolic Muisc Reasoning With MIR Tool Integrationhttps://arxiv.org/abs/2601.11556: arXiv:2601.11556v1 Announce Type: new
Abstract: Large Language Models LLMs are leveraged in symbolic music reasoning, yet existing benchmarks empha...
- AdaFRUGAL: Adaptive Memory-Efficient Training with Dynamic Controlhttps://arxiv.org/abs/2601.11568: arXiv:2601.11568v1 Announce Type: new
Abstract: Training Large Language Models LLMs is highly memory-intensive due to optimizer state overhead. The...
- Discrete Semantic States and Hamiltonian Dynamics in LLM Embedding Spaceshttps://arxiv.org/abs/2601.11572: arXiv:2601.11572v1 Announce Type: new
Abstract: We investigate the structure of Large Language Model LLM embedding spaces using mathematical concep...
- GRADE: Replacing Policy Gradients with Backpropagation for LLM Alignmenthttps://arxiv.org/abs/2601.11574: arXiv:2601.11574v1 Announce Type: new
Abstract: Reinforcement learning from human feedback RLHF has become the dominant paradigm for aligning large...
- Hindsight Preference Replay Improves Preference-Conditioned Multi-Objective Reinforcement Learninghttps://arxiv.org/abs/2601.11604: arXiv:2601.11604v1 Announce Type: new
Abstract: Multi-objective reinforcement learning MORL enables agents to optimize vector-valued rewards while ...
- MIMIC-RD: Can LLMs differentially diagnose rare diseases in real-world clinical settings?https://arxiv.org/abs/2601.11559: arXiv:2601.11559v1 Announce Type: new
Abstract: Despite rare diseases affecting 1 in 10 Americans, their differential diagnosis remains challenging. ...
- Dynamical Systems Analysis Reveals Functional Regimes in Large Language Modelshttps://arxiv.org/abs/2601.11622: arXiv:2601.11622v1 Announce Type: new
Abstract: Large language models perform text generation through high-dimensional internal dynamics, yet the tem...
- Reasoning Stabilization Point: A Training-Time Signal for Stable Evidence and Shortcut Reliancehttps://arxiv.org/abs/2601.11625: arXiv:2601.11625v1 Announce Type: new
Abstract: Fine-tuning pretrained language models can improve task performance while subtly altering the evidenc...
- Flux.2 Klein Debuts: Trying The Compact and Fast AI Image Modelhttps://www.analyticsvidhya.com/blog/2026/01/flux-2-klein-ai-image-model/: I see AI image models getting better every month. Sharper outputs, more parameters, higher benchmark scores. So why would I, or anyone for that matter...
- AssetOpsBench: Bridging the Gap Between AI Agent Benchmarks and Industrial Realityhttps://huggingface.co/blog/ibm-research/assetopsbench-playground-on-hugging-face: ...
- 85% of Healthcare IT Leaders See Passwordless as Criticalhttps://ai-techpark.com/85-of-healthcare-it-leaders-see-passwordless-as-critical/: Just 7% of organizations have fully adopted passwordless authentication, citing technical integration challenges and clinical training concerns Impriv...
- How AutoGluon Enables Modern AutoML Pipelines for Production-Grade Tabular Models with Ensembling and Distillationhttps://www.marktechpost.com/2026/01/21/how-autogluon-enables-modern-automl-pipelines-for-production-grade-tabular-models-with-ensembling-and-distillation/: In this tutorial, we build a production-grade tabular machine learning pipeline using AutoGluon, taking a real-world mixed-type dataset from raw inges...
- Sophos Adds Workspace Protection to Secure Hybrid Work and AI Usehttps://ai-techpark.com/sophos-adds-workspace-protection-to-secure-hybrid-work-and-ai-use/: Sophos Workspace Protection expands Sophos’ portfolio with an accessible and affordable alternative to heavyweight and cost-intensive SASE solutions f...
- Radware Launches a New End-to-End API Security Servicehttps://ai-techpark.com/radware-launches-a-new-end-to-end-api-security-service/: New solution unifies API discovery, posture management, business logic defense, and multi-vector runtime protection in a single platform Radware® NAS...
- FGS Global Launches AI Advisory Practice and Acquires Memeticahttps://ai-techpark.com/fgs-global-launches-ai-advisory-practice-and-acquires-memetica/: Dedicated global practice to help organizations navigate and optimize AI comms transformation AI-driven threat intelligence offer identifies, assesses...
- Crittora Introduces APP, an Execution-Time Authorization Layer for AI Agentshttps://ai-techpark.com/crittora-introduces-app-an-execution-time-authorization-layer-for-ai-agents/: Secure Agent Readiness Program helps security and platform teams move action-taking agents through review and into production Crittora today introduce...
- Introducing Edu for Countrieshttps://openai.com/index/edu-for-countries: Edu for Countries is a new OpenAI initiative helping governments use AI to modernize education systems and build future-ready workforces....
- Salesforce AI Introduces FOFPred: A Language-Driven Future Optical Flow Prediction Framework that Enables Improved Robot Control and Video Generationhttps://www.marktechpost.com/2026/01/21/salesforce-ai-introduces-fofpred-a-language-driven-future-optical-flow-prediction-framework-that-enables-improved-robot-control-and-video-generation/: Salesforce AI research team present FOFPred, a language driven future optical flow prediction framework that connects large vision language models wit...
- PeakMetrics Launches MCP Server for Live Narrative Intelligencehttps://ai-techpark.com/peakmetrics-launches-mcp-server-for-live-narrative-intelligence/: Live narrative intelligence now available directly inside ChatGPT, Google Gemini, and Claude PeakMetrics today announced the launch of its Model Conte...
- MetalBear Launches mirrord for CI to Bring Production-Like Testing into CIhttps://ai-techpark.com/metalbear-launches-mirrord-for-ci-to-bring-production-like-testing-into-ci/: New capability extends mirrord’s environment mirroring into CI pipelines, enabling teams to run tests against real, shared Kubernetes environments wit...
- Tacnode Emerges from Stealth to Launch Tacnode Context Lakehttps://ai-techpark.com/tacnode-emerges-from-stealth-to-launch-tacnode-context-lake/: Tacnode also introduces Semantic Operators, a new capability that enables AI agents to operate on shared meaning Today, Tacnode emerges from stealth, ...
- Ooredoo Group announces Syntys acquisition of Q Data facilities in Qatarhttps://ai-techpark.com/ooredoo-group-announces-syntys-acquisition-of-q-data-facilities-in-qatar/: Deal brings 12.5MW of hyperscale capacity to Syntys in Qatar Free Zones Ooredoo Group and Syntys announced today that Syntys has acquired Q Data QFZ L...
- Sophelio Announces New Identity and Strategic Focushttps://ai-techpark.com/sophelio-announces-new-identity-and-strategic-focus/: Sophelio enters a new chapter as an award-winning AI company focused on signal-first, provenance-driven data platforms for complex, multimodal systems...
- Easy Metrics Expands Platform with AI Agents for Warehouse Performancehttps://ai-techpark.com/easy-metrics-expands-platform-with-ai-agents-for-warehouse-performance/: Introducing Easy Metrics’ role-specific AI Agents, led by Network Analyst, delivering proactive, executive-level insight and targeted recommendations ...
- Neuropacs Closes Seed Round of Financinghttps://ai-techpark.com/neuropacs-closes-seed-round-of-financing/: Secures over $1.0M in Early-Stage Funding neuropacs™ Corp., a leading innovator in AI-driven neurological diagnostics, announced today the successful ...
- How UK AI expertise meets Saudi retail ambitionhttps://www.aiacceleratorinstitute.com/how-uk-ai-expertise-meets-saudi-retail-ambition/: The UK can unite its advanced AI expertise with its strict regulatory framework and its high-quality product development with the rapid expansion of S...
- The human brain may work more like AI than anyone expectedhttps://www.sciencedaily.com/releases/2026/01/260120000308.htm: Scientists have discovered that the human brain understands spoken language in a way that closely resembles how advanced AI language models work. By t...
- Xactly Appoints CTO and CPO to Accelerate AI-Driven Innovationhttps://ai-techpark.com/xactly-appoints-cto-and-cpo-to-accelerate-ai-driven-innovation/: Kandarp Desai is promoted to CTO and Christopher Li to CPO as Xactly advances its autonomous revenue platform vision and strengthens its executive ben...
- ScyllaDB Brings Massive-Scale Vector Search to Real-Time AIhttps://ai-techpark.com/scylladb-brings-massive-scale-vector-search-to-real-time-ai/: ScyllaDB’s integrated Vector Search can handle datasets of 1 billion vectors with P99 latency as low as 1.7 ms and throughput up to 252,000 QPS Scylla...
- 10 NotebookLM Super Prompts For Pro-Level Productivityhttps://www.analyticsvidhya.com/blog/2026/01/notebooklm-super-prompts-for-pro-level-productivity/: I have reiterated it time and again. But let me mention it here once more – NotebookLM is one of the most powerful AI tools present today. If you alre...
- Adversa AI Wins 2026 BIG Innovation Award for Agentic AI Security Platformhttps://ai-techpark.com/adversa-ai-wins-2026-big-innovation-award-for-agentic-ai-security-platform/: Adversa AI announced that its Adversa AI Agentic AI Security Platform has been named a winner in the 2026 BIG Innovation Awards in the Innovative Prod...
- The DDC Group Unveils Advanced Agentic AI Platformhttps://ai-techpark.com/the-ddc-group-unveils-advanced-agentic-ai-platform/: The DDC Group Transforms the Customer Experience Through DDC Evora™ Platform The DDC Group, an AI-first operations partner, today announces the launch...
- Claroty Announces James Love as New Chief Revenue Officerhttps://ai-techpark.com/claroty-announces-james-love-as-new-chief-revenue-officer/: Cybersecurity Veteran to Build on Strong Momentum and Lead the Company Through Next Chapter of Sustained Revenue Growth Claroty, the cyber-physical sy...
- Building AI-Powered SaaS Businesseshttps://www.oreilly.com/radar/building-ai-powered-saas-businesses/: In preparation for our upcoming Building SaaS Businesses with AI Superstream, I sat down with event chair Jason Gilmore to discuss the full lifecycle ...
- Quantum Health Expands Solution Suite Built on a New Agentic AI Platformhttps://ai-techpark.com/quantum-health-expands-solution-suite-built-on-a-new-agentic-ai-platform/: New platform combines agentic AI, clinically validated provider steerage, and human-led coordination to drive action and accountability across healthc...
- PLM + AI: Unlocking the Future of Smart Manufacturinghttps://ai-techpark.com/unlocking-the-future-of-smart-manufacturing/: AI and data are rewriting the rules of manufacturing. Those who build digital consistency today will lead tomorrow’s industry. Industry pioneer Henry ...
- DigitalOcean Appoints Vinay Kumar as Chief Product and Technology Officerhttps://ai-techpark.com/digitalocean-appoints-vinay-kumar-as-chief-product-and-technology-officer/: DigitalOcean NYSE: DOCN today announced the appointment of Vinay Kumar as Chief Product and Technology Officer CPTO. In this role, Vinay will lead...
- “Largest Infrastructure Buildout In Human History”: Jensen Huang on AI’s “Five-Layer Cake” at Davoshttps://blogs.nvidia.com/blog/davos-wef-blackrock-ceo-larry-fink-jensen-huang/: AI is becoming the foundation of the “largest infrastructure buildout in human history,” spanning energy and computing infrastructure, AI models and a...
- Adobe Acrobat now lets you edit files using prompts, generate podcast summarieshttps://techcrunch.com/2026/01/21/adobe-acrobat-now-lets-you-edit-files-using-prompts-generate-podcast-summaries/: Adobe is adding AI tools to Acrobat, including the ability to generate podcast summaries of files, create presentations, and a way for users to edit f...
- AI That Can Think Like a Human—How Close Are We?https://www.aiiottalk.com/ai-that-can-think-like-a-human-how-close-are-we/: Artificial Intelligence has come a long way in recent years. From chatbots that answer questions to AI systems that compose music or create art, machi...
- Rethinking AI’s future in an augmented workplacehttps://www.technologyreview.com/2026/01/21/1131366/rethinking-ais-future-in-an-augmented-workplace/: There are many paths AI evolution could take. On one end of the spectrum, AI is dismissed as a marginal fad, another bubble fueled by notoriety and mi...
- Everyone wants AI sovereignty. No one can truly have it.https://www.technologyreview.com/2026/01/21/1131513/everyone-wants-ai-sovereignty-no-one-can-truly-have-it/: Governments plan to pour $1.3 trillion into AI infrastructure by 2030 to invest in “sovereign AI,” with the premise being that countries should be in ...
- Deploy agents instantly with Agent Builder templateshttps://www.blog.langchain.com/introducing-agent-builder-template-library/: Introducing the Agent Builder Template Library: a collection of ready-to-deploy agents for common tasks, equipped with the tools you already use....
- AI Reveals How Brain Activity Unfolds Over Timehttps://hai.stanford.edu/news/ai-reveals-how-brain-activity-unfolds-over-time: Stanford researchers have developed a deep learning model that transforms overwhelming brain data into clear trajectories, opening new possibilities f...
- Building Multi-Agent Applications with Deep Agentshttps://www.blog.langchain.com/building-multi-agent-applications-with-deep-agents/: Breaking down complex tasks across specialized agents is one of the most effective approaches to building capable AI systems. In this post, we'll show...
- DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generationhttps://machinelearning.apple.com/research/diffucoder: Diffusion large language models dLLMs are compelling alternatives to autoregressive AR models because their denoising models operate over the enti...
- Building a Self-Healing Data Pipeline That Fixes Its Own Python Errorshttps://towardsdatascience.com/building-a-self-healing-data-pipeline-that-fixes-its-own-python-errors/: How I built a self-healing pipeline that automatically fixes bad CSVs, schema changes, and weird delimiters.
The post Building a Self-Healing Data Pip...
- Anthropic revises Claude’s ‘Constitution,’ and hints at chatbot consciousnesshttps://techcrunch.com/2026/01/21/anthropic-revises-claudes-constitution-and-hints-at-chatbot-consciousness/: The newly revised document offers a roadmap for what Anthropic says is a safer and more helpful chatbot experience....
- Sources: project SGLang spins out as RadixArk with $400M valuation as inference market explodeshttps://techcrunch.com/2026/01/21/sources-project-sglang-spins-out-as-radixark-with-400m-valuation-as-inference-market-explodes/: SGLang, which originated as an open-source research project at Ion Stoica’s UC Berkeley lab, has raised capital from Accel....
- Inworld AI Releases TTS-1.5 For Realtime, Production Grade Voice Agentshttps://www.marktechpost.com/2026/01/21/inworld-ai-releases-tts-1-5-for-realtime-production-grade-voice-agents/: Inworld AI has introduced Inworld TTS-1.5, an upgrade to its TTS-1 family that targets realtime voice agents with strict constraints on latency, quali...
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