AI Model Announcements

• OpenAI releases GPT-5.2 Pro with extended thinking capabilities, showing significant improvements over 5.1 Pro comparable to the jump from o1 Pro to o3 Pro @MParakhin
• Google announces realtime speech-to-speech translation powered by Gemini, now available in Google Translate and coming to developers early next year @OfficialLoganK
• Gemini 2.5 and Gemini 3 Pro demonstrate improved performance on various reasoning tasks, with Gemini 3 Pro achieving the highest score of 9.1% on CritPt physics reasoning benchmark @mark_k

AI Industry Analysis

• AI has made it possible for founders to craft perfect pitches at scale, making it untenable for VCs to rely on inbound cold emails alone, fundamentally changing how startups break through to investors @TechCrunch
• Current code review tools are inadequate for AI-generated code, with developers needing to know the original prompt, human corrections made, and clear marking of unmodified AI-generated sections @GergelyOrosz
• A team of strong software engineers who care about code quality and maintainability outperforms teams using powerful AI coding agents mindlessly, as AI tools tempt developers to push verbose, less maintainable code @GergelyOrosz
• Staff engineers report that AI enables them to ask questions more freely without fear of judgment, leading to faster learning compared to traditional team dynamics where senior titles discourage basic questions @GergelyOrosz
• Future AI systems in 10-15 years will be 4-5 orders of magnitude more energy efficient than current AI, with hardware becoming the main deployment bottleneck rather than power @fchollet
• Datacenters in space are not economically viable, being 50-100x more expensive than ground-based nuclear or renewable-powered datacenters when considering launch costs, maintenance complexity, and high-bandwidth communications @fchollet

AI Ethics & Society

• AI-generated disinformation is already being used to spread false narratives, with fabricated backstories and names being created for real people involved in news events, demonstrating the immediate threat to information integrity @Nrg8000
• Sergey Brin admits Google under-invested in transformer architecture it invented because the company was too scared to release chatbots that say dumb things, allowing OpenAI to scale compute and run with the technology @slow_developer
• Getting accurate answers from current AI is compared to tricking a habitual liar into telling the truth, requiring users to back the system into the right corner or provide the right prompts @paulg

AI Applications

• JustHTML, a new Python library with no dependencies, was built mostly by coding agents over a couple of months, comprising 3,000 lines of code that parses HTML according to HTML5 specification and passes 9,200 html5lib-tests @simonw
• A 17-step guide demonstrates using VS Code agent mode with Claude 3.7 Sonnet, Gemini Pro 3, and Claude Opus to build production-quality code, showcasing serious engineering rather than vibe coding @simonw
• Codex team adds experimental support for skills that combines well with GPT-5.2, enabling fine-tuning of Qwen3-0.6B to achieve +6 improvement on HumanEval benchmark @thsottiaux
• Comet Assistant is moving compute toward fast lightweight models that can potentially run locally, enabling deeper analysis on any article, video, or website without switching context @AravSrinivas

AI Research

• GPT-5.2 Pro scores 0% on CritPt, a research-level physics reasoning benchmark designed to test expert-grade theoretical physics reasoning, while Gemini 3 Pro achieves the highest score of 9.1% @mark_k
• All recent AI models now correctly solve the surgeon riddle on first try, demonstrating progress in handling gender bias in reasoning tasks @emollick
• Open models year in review identifies DeepSeek R1, Qwen 3 Family, and Kimi K2 Family as top performers, with predictions that scaling will continue and the open-closed frontier gap will remain roughly the same on public benchmarks in 2026 @natolambert
• Stanford's Foundation Model Transparency Index shows industry transparency collapsing from 58 to 40.69, with only IBM and Writer maintaining transparency while others reduced disclosure @JesseDLandry

AI Model Announcements

• OpenAI's GPT-5.2 exceeded a trillion tokens in the API on its first day of availability and continues growing rapidly @sama
• Google rolled out an updated Gemini Native Audio model with higher precision function calling, better realtime instruction following, and smoother conversational abilities, now available to developers in the Gemini API @OfficialLoganK
• Google launched Gemini 3 Pro with new capabilities for local search results integration with Google Maps, displaying photos, ratings, and real-world information in a rich visual format @GeminiApp
• Sora released three new video generation styles: Handheld, Retro, and Festive, available to all users on web, iOS, and Android @soraofficialapp

AI Industry Analysis

• Anthropic is reportedly in discussions with Google for a compute deal valued in the high tens of billions, with reports suggesting orders of $21 billion worth of TPUs to train larger models @AndrewCurran_
• OpenAI and Disney deepened their partnership, with Disney receiving warrants to buy more OpenAI shares at current valuation, potentially creating stronger future ties between the companies @AndrewCurran_
• China's Ministry of Industry and Information Technology reportedly issued guidelines prioritizing H200 GPU imports for companies capable of training models like Alibaba, Tencent, ByteDance, and DeepSeek, while restricting access for resellers and traditional enterprises doing inference @jukan05
• Research on LLM pricing found short-run elasticity around 1, suggesting no immediate Jevons Paradox, but prices fell 1000x in two years while demand exploded, indicating the paradox occurs over time as firms gradually adopt AI at lower prices @emollick
• Study estimates that ChatGPT led to a 6% differential increase in new startups between high-AI and low-AI adoption areas in China, demonstrating measurable economic impact on entrepreneurship @emollick
• Gartner's credibility in AI analysis is being questioned after their AI coding assistants report ranked Amazon, GitLab, and GCP above Cursor while omitting Claude Code and OpenAI Codex entirely, with allegations that vendors pay for favorable rankings @GergelyOrosz
• The AI coding assistants market shows dynamic competition with frequent leadership changes across different spaces, while many companies have not yet leveraged powerful AI models outside of coding and tech, often choosing cheaper options @emollick
• Hugging Face is shipping 3,000 Reachy Mini robots worldwide, described as one of the largest AI robot shipments of the year, designed as an open-source DIY robotics platform for AI builders @ClementDelangue
• GPT-4 level capabilities becoming 1000x cheaper in 2 years is critical for near-term economic impacts, as current dirt cheap AI capabilities suffice for many useful applications that most people are not fully leveraging @RishiBommasani

AI Applications

• OpenAI adopted Anthropic's skills mechanism in both ChatGPT and their Codex CLI tool, with ChatGPT now featuring skills for creating and manipulating spreadsheets, docx files, and PDFs in a new /home/oai/skills folder @simonw
• ChatGPT's new PDF skill was used to create a detailed report on the year's Kakapo breeding season, taking 11 minutes as it iteratively rendered and fixed issues like special character rendering @simonw
• Cursor shipped rapid design tool improvements including element selection without animations, blur slider rounding, backspace to delete elements, undo/redo shortcuts, and multi-element context selection @cursor_ai
• Google launched Android Emergency Live Video, allowing users to share vital visual information with one tap to emergency services for faster situation assessment and life-saving guidance @sundarpichai
• Users are increasingly turning to LLMs like Perplexity for recipe searches instead of Google, which returns endless text and ads before the actual recipe, demonstrating how AI search provides cleaner, more direct results similar to the early 2000s web @GergelyOrosz
• Developer built autonomous agents using custom harness with multiple tools, GPT 5.2 for second opinions, 7.5k system prompt, and periodic context re-injection to solve weird, hard problems requiring long horizons @Suhail
• GPT-5.2 created an interactive Excel spreadsheet for D&D monster combat simulation including special abilities after 60 minutes of thinking time, while Claude 4.5 Opus completed the task quickly but simplified by omitting special abilities @emollick
• Claude 4.5 Opus demonstrated advanced lateral thinking by not only drawing a unicorn in TikZ but also compiling it in LaTeX, converting to PDF, then PNG, and delivering the final image with decorative elements @emollick
• shadcn/create launched allowing developers to build customized shadcn/ui implementations by picking component libraries, icons, colors, themes, and fonts, with the config rewriting component code to match preferences beyond just theming @shadcn

AI Research

• DeepMind released the first paper training robots with Veo-generated world models, achieving 0.88 correlation to real world success rates on 1600+ trials on ALOHA 2 bimanual robots and generalizing to out-of-distribution scenarios without real world hardware trials @deedydas
• DeepMind released a Gemini Deep Research agent for developers via the Interactions API, enabling embedding of Google's most advanced autonomous research capabilities directly into applications @GoogleAI
• Google Research and DeepMind introduced DeepSearchQA, a new open-source web research agent benchmark designed to test agents on complex web research tasks @GoogleAI
• Google Research and DeepMind launched the FACTS Benchmark Suite, the industry's first comprehensive test evaluating LLM factuality across four dimensions: internal model knowledge, web search, grounding, and multimodal inputs @GoogleAI
• Frontier AI models show surprisingly little divergence in abilities, prompt adherence, and other factors, with American closed source models, Chinese models, and French open models all performing very similarly to each other @emollick
• Meta's computer use agents team leader resigned after 1.45 years of building CUA infrastructure, data pipelines, evals, and models from scratch to achieve frontier level computer use agent performance @kohjingyu

AI Model Announcements

• OpenAI releases GPT-5.2 with knowledge cutoff updated to August 2025, priced at 1.4x over GPT-5.1, showing significant improvements in long-context handling and needle-in-haystack tasks @simonw
• GPT-5.2 Pro (X-High) achieves 90.5% on ARC-AGI-1 at $11.64/task, representing a 390x efficiency improvement over an unreleased o3 (High) version from a year ago that scored 88% at $4.5k/task @simonw
• Ai2 releases Olmo 3.1 with 32B Think and 32B Instruct models, extending their RL run for three additional weeks and achieving continued performance improvements on AIME and coding benchmarks at approximately $250K total cost @natolambert
• Google releases updated Gemini 2.5 Flash Native Audio model with improvements to handle complex workflows, navigate user instructions, and hold natural conversations @GoogleAI
• Gemini 2.5 Flash and 2.5 Pro Text-to-Speech preview models bring improved adherence to style prompts, precision pacing with context-aware speed adjustments, and character voice consistency for multi-speaker scenarios @GoogleAI
• Moonshoot AI releases Kimi K2 Thinking model, now available in Tinker platform with extensive search capabilities @AndrewCurran_
• ByteDance releases Dolphin-v2, a 3B document parsing model with MIT license that works on PDFs, scans, and photos, understanding 21 types of content with pixel-level precision @AdinaYakup
• OpenAI releases circuit-sparsity model on Hugging Face @_akhaliq

AI Industry Analysis

• Anthropic revealed as Broadcom's mystery $10 billion customer from September, with an additional $11 billion order placed for AI infrastructure @AndrewCurran_
• OpenAI announces collaboration with BBVA to expand ChatGPT Enterprise deployment to 120,000 employees, supporting BBVA's shift toward AI-native banking @gdb
• OpenAI CEO Sam Altman indicates enterprise AI will be a massive priority for OpenAI in 2026, signaling a major strategic shift @gdb
• Pinterest CEO reports taking open source models, fine-tuning them, and achieving similar performance to the best proprietary models at less than 10% of the cost @jeffboudier
• NVIDIA considers increasing H200 chip output due to robust China demand despite export restrictions @AndrewCurran_
• Ethan Mollick expresses certainty that even if AI development stopped today, society would experience massive rolling disruption for the next ten years as people figure out how to harness existing model capabilities @emollick
• Industry observers note potential for model fatigue with LLMs similar to app install fatigue with mobile apps, where even superior products struggle to gain adoption @GergelyOrosz
• Analysis suggests the industry has reached the peak of proprietary APIs and is entering a more balanced world where open-source, training, and alternative platforms will gain larger share of attention, usage, and revenue @ClementDelangue
• Satirical post highlights enterprise AI adoption challenges, describing a $1.4M Microsoft Copilot deployment with minimal actual usage but successful metrics reporting for board presentations @gothburz

AI Ethics & Society

• President Trump signs National Policy Framework for Artificial Intelligence executive order declaring the US must have one minimally burdensome national standard for AI rather than 50 discordant state laws @AndrewCurran_
• The executive order includes tools such as a DOJ litigation task force, withholding federal funds from states with onerous AI laws, FTC efforts to curb state attempts to force AI models to alter truthful outputs, and FCC efforts to curb disclosure requirements @AndrewCurran_
• YouTube announces AI-based age verification system using Gemini to automatically determine user age by analyzing viewing patterns, with users incorrectly estimated as under 18 required to verify via credit card or government ID @AndrewCurran_
• Princeton researcher Arvind Narayanan publishes paper arguing that algorithmic fairness is a category error, advocating for studying entire sociotechnical systems rather than just technical subsystems when designing algorithmic bureaucracies @random_walker
• Analysis suggests that if individuals have short timelines to transformative AI and believe some human values are fundamentally irreconcilable, ensuring the winning model enshrines their ethical framework will increasingly feel like the most important thing in the world @AndrewCurran_

AI Applications

• Perplexity's Comet Android demonstrates ability to debug code from a phone by analyzing CI logs, tracing failures, figuring out fixes, and opening ready-to-merge pull requests @AravSrinivas
• ChatGPT now includes a /home/oai/skills folder with skill definitions for PDFs, docs, and spreadsheets, with experimental support also added to Codex CLI @simonw
• Google Translate rolls out Gemini-powered live speech-to-speech translation in beta, bringing real-time audio translation that captures the nuance of human speech @TechCrunch
• Adobe launches free ChatGPT-integrated apps for Photoshop, Acrobat, and Express on desktop, web, and iOS, allowing users to access Adobe apps directly from within ChatGPT @gdb
• OpenAI announces partnership with Disney to bring Sora and image generation capabilities for Disney characters, enabling users to generate content with Disney IP @sama
• Microsoft announces MahaCrimeOS AI collaboration with Maharashtra to support victims of cybercrime and financial fraud @satyanadella
• Moonlake introduces Reverie, a real-time programmable diffusion model trained for games, capable of conditioning beyond pixels and allowing gameplay to be restyled to any aesthetic while maintaining game mechanics @chrmanning
• User reports GPT-5.2 provides impressive long-context analysis of game scripts, picking up subtle details and offering interpretations comparable to someone who played the game deeply, with almost no hallucinations @AndrewCurran_
• Kimi K2 demonstrates extensive search behavior during reasoning, repeatedly searching to support claims, look at counterexamples, and verify information before providing final answers @AndrewCurran_

AI Research

• Ai2's Olmo 3.1 32B Think demonstrates that RL scaling can continue far beyond initial expectations, with performance increasing over 125K H100 hours at approximately $250K cost, comparable to DeepSeek R1's resource usage @natolambert
• Research introduces Fast Flow Joint Distillation (F2D2), cutting NFEs for both sampling and likelihood evaluation by two orders of magnitude in flow-based models while preserving sample quality @rsalakhu
• Google DeepMind presents research on evaluating Gemini Robotics Policies in a Veo World Simulator, introducing a generalist evaluator for testing robot safety without breaking physical objects @Majumdar_Ani
• Francois Chollet argues AI will evolve from automation machine to invention machine, requiring a fundamentally new paradigm with symbolic search as its core rather than curve-fitting @fchollet
• Chollet explains that fluid intelligence measured by ARC is distinct from exploration, goal-setting, and planning capabilities needed for autonomous agents, with exploration being the hardest and planning the easiest among these open problems @fchollet
• First LLM trained in space using NVIDIA H100 on Starcloud-1, also first to run a version of Google's Gemini in space, using highly efficient open source Gemma models @demishassabis
• New text embedding methodology released using tiny ReLU network to approximate large transformer from lexical features, achieving fast CPU-only performance for document similarity, clustering, and classification @lukemerrick_
• Unique LLM project trains model on 90GB of only 1800s and older texts to create a language model with zero modern bias contamination, serving as a true time capsule @Teknium
• OpenAI's London Training team reports remarkable internal impact alongside San Francisco colleagues, with contributions now landing in production @gdb
• Sebastien Bubeck notes OpenAI has cracked pretraining and reasoning, now experimenting with new techniques that maximally leverage their interaction, with GPT-5 being just the first step @SebastienBubeck
• Anthropic Fellows Program expands for 2026 with two rounds beginning in May and July, providing funding, compute, and mentorship for four-month safety and security research projects, with 40% of first cohort joining Anthropic full-time @AnthropicAI
• llama.cpp now features Ollama-style model management with auto-discovery of GGUFs from cache, load on first request, per-model processes, and OpenAI-compatible API routing @victormustar
• Continuous batching in transformers achieves 10-14.5% throughput gains across 500 requests through optimizations like eliminating torch sync and more GPU-sided operations @remi_or_
• PyTorch Foundation welcomes NeuralOperator, a PyTorch-native library for learning neural operators and modeling mappings between function spaces for AI-driven science and engineering @PyTorch

AI Model Announcements

• OpenAI releases GPT-5.2, described as the smartest generally-available model in the world, particularly strong at real-world knowledge work tasks including spreadsheets, presentations, and coding. The model comes in three variants: GPT-5.2 Instant for everyday work, GPT-5.2 Thinking for complex reasoning and long-context tasks, and GPT-5.2 Pro for difficult questions and scientific work @OpenAI
• GPT-5.2 achieves 55.6% on SWE-Bench Pro, 52.9% on ARC-AGI-2, and 40.3% on Frontier Math, with a 70.9% win/tie rate against industry experts on GDPval benchmark measuring knowledge work tasks across 44 occupations @sama
• GPT-5.2 Pro achieves state-of-the-art 90.5% score on ARC-AGI-1 at $11.64 per task, representing a 390x efficiency improvement over last year's o3 preview which scored 88% at $4,500 per task @arcprize
• Alibaba announces Qwen Learn Mode powered by Qwen3-Max, featuring Socratic-style dialogue and adaptive learning paths grounded in cognitive psychology @Alibaba_Qwen
• Cohere launches Rerank 4 with two versions (Fast and Pro), featuring the largest context window in their Rerank series, self-learning capabilities without annotated data, and support for over 100 languages with state-of-the-art retrieval in 10 major business languages @cohere
• Google introduces Gemini Deep Research agent for developers, built on Gemini 3 Pro and trained using multi-step reinforcement learning to autonomously navigate the web and produce detailed reports with citations. Achieves state-of-the-art performance on DeepSearchQA benchmark and highest score yet on BrowseComp @GoogleDeepMind
• Google updates Gemini TTS models with richer tone versatility, stricter adherence to style prompts, smarter context-aware speed adjustments, and consistent character voices in multi-speaker scenarios @OfficialLoganK
• Mistral AI announces Devstral 2 is #1 trending on OpenRouter and teases another model drop coming in a few days @MistralAI
• Google announces Gemini integration with Google Maps, serving up local results in a rich visual format with photos, ratings, and real-world information @GeminiApp

AI Industry Analysis

• VC fundraising has dropped 75% from 2022 peak to approximately $45B in Q3 2025, returning to levels from 8 years ago, while capital deployment remains high at ~$330B over the last 4 quarters. The growing gap between funds deployed and funds raised suggests it will become significantly harder for startups to find capital @deedydas
• Over one-third of startups in 2025 were started solo for the first time in history, with solo founders becoming increasingly common @julianweisser
• Perplexity announces adoption by law firm Gunderson Dettmer for legal services, highlighting lawyers' need for accurate AI that can pull references reliably @AravSrinivas
• Disney signs three-year licensing deal with OpenAI allowing Sora to generate AI videos featuring its 200 characters, with exclusivity for the first year. Disney will set guardrails for character usage and curate videos for Disney+ @TechCrunch
• Harness raises $240M at $5.5B valuation to automate AI's "after-code" gap in software delivery @TechCrunch
• Runware raises $50M Series A to help make image and video generation easier for developers @TechCrunch
• Port raises $100M at $800M valuation to compete with Spotify's Backstage for developer portals @TechCrunch
• Opera launches Neon, an AI-powered browser priced at $20 per month @TechCrunch
• Worktrace raises $9M seed round led by 8VC to help businesses uncover automation opportunities, founded by former OpenAI product manager Angela Jiang and UIUC CS professor Deepak Vasisht @worktrace_ai
• Vybe raises $10M seed round led by First Round to enable vibe-coding for internal business applications with production data integration @qhoang09
• Oboe raises $16M Series A led by a16z for personalized learning platform @NirZicherman
• Unconventional AI raises $475M seed round co-led by a16z to develop highly efficient AI-first chips using analog computing approaches inspired by biological brains @a16z
• Hugging Face announces text-generation-inference is now in maintenance mode, recommending users migrate to vLLM, SGLang, llama.cpp or MLX for optimized inference @LysandreJik
• Cursor introduces visual design editing directly in codebase, allowing users to select elements, modify them visually, and have Cursor write the code, aiming to bridge design and engineering workflows @cursor_ai
• Runway releases its first world model and adds native audio to latest video model @TechCrunch
• Rivian announces major autonomy push with custom silicon, lidar, and hints at robotaxis, with AI assistant coming to EVs in early 2026 @TechCrunch

AI Ethics & Society

• Ethan Mollick demonstrates GPT-5.2 Pro creating visually complex shader code in a single shot, highlighting the difficulty of distinguishing AI-generated content from human-created work @emollick
• OpenAI announces investment in cybersecurity preparedness as models grow more capable, working with global experts to strengthen safeguards and give defenders an advantage @OpenAI
• Disney issues cease-and-desist to Google claiming massive copyright infringement @TechCrunch
• TIME names "Architects of AI" as 2025 Person of the Year, including Fei-Fei Li, recognizing AI's transformational impact on humanity @drfeifei
• xAI partners with El Salvador to bring personalized Grok tutoring to over 1 million public school students, creating the world's first nationwide AI tutor program @xai
• Anthropic announces Model Context Protocol (MCP) is now part of the Agentic AI Foundation under the Linux Foundation, with OpenAI, Anthropic, and Block as co-founders @AnthropicAI
• ICML 2026 announces new policy allowing reviewers and authors to choose between conservative or permissive LLM use, with matching based on preferences @icmlconf
• Ethan Mollick notes that open weights AI models lack the same economics as open source software, with no clear path to capture value despite increasing model costs, raising questions about sustainability @emollick
• Stanford researchers find that 1 in 20 AI benchmarks have serious flaws, meaning the industry has been promoting underperforming models and penalizing better ones due to broken evaluation methods @StanfordHAI

AI Applications

• Linear introduces AI agent integration with Intercom, Zendesk, Gong, and Slack Workflows, enabling automatic issue creation from customer calls and tickets with a single click @karrisaarinen
• Google debuts Disco, a Gemini-powered tool for making web apps from browser tabs @TechCrunch
• Google launches AI try-on feature for clothes that works with just a selfie @TechCrunch
• Andrew Ng shares recipe for building highly autonomous agents using open source aisuite package, allowing frontier LLMs to use tools like disk access and web search for complex tasks, though noting most practical agents need more scaffolding @AndrewYNg
• Simon Willison publishes comprehensive guide on patterns for vibe-coding single-file HTML tools, covering CORS-enabled APIs, localStorage, URL state management, and rich copy-paste functionality after creating 150 different tools @simonw
• Microsoft Research introduces Agent Lightning, which decouples how agents work from how they're trained by turning each agent step into reinforcement learning data, enabling developers to improve agent performance with minimal code changes @MSFTResearch
• Satya Nadella demonstrates chain of debate app for deep research using multiple models and decision frameworks, announcing integration into Copilot @satyanadella
• Swiggy uses Microsoft Fabric to process billions of data points in near real-time for delivery innovations @satyanadella

AI Research

• On GDPval benchmark measuring well-specified knowledge work tasks across 44 occupations, GPT-5.2 Thinking is the first model to perform at human expert level, with GPT-5.2 Pro winning 71% of head-to-head comparisons against human experts on tasks requiring 4-8 hours as judged by other humans @emollick
• Francois Chollet announces ARC 3 benchmark releasing in Q1 2026 to target exploration, goal-setting, and interactive planning as new bottlenecks beyond fluid intelligence. Notes that while ARC 1 is saturating, state-of-the-art models are not yet human-level on an efficiency basis, and ARC 2 remains largely unsaturated @fchollet
• Mike Knoop estimates human efficiency for solving simple ARC v1 tasks is 10,000x higher than GPT-5.2 Pro on an energy basis, down from 1,000,000x compared to last year's o3 preview @mikeknoop
• Google Deep

AI Model Announcements

• Alibaba releases upgraded Qwen3-Omni-Flash (2025-12-01 version) with enhanced multi-turn video/audio understanding, customizable AI personality through system prompts, support for 119 text languages and 19 speech languages, and human-like voice quality @Alibaba_Qwen
• Mistral releases Devstral 2 and Devstral Small 2 models with 123B and 24B parameters respectively, though with restrictive licensing that prohibits use by companies with over $20M monthly revenue @simonw
• Mistral doubles Vibe context limit from 100k to 200k tokens @MistralAI
• Nous Research open sources Nomos 1, a 30B parameter model that scored 87/120 on the 2024 Putnam mathematics competition, ranking #2 out of 3,988 participants @NousResearch
• StepFun introduces Parallel Coordinated Reasoning (PaCoRe), enabling an 8B model to achieve 94.5% on HMMT25 (beating GPT-5's 93.2%) and 78.2% on LiveCodeBench through multi-million-token thinking time compute @StepFun_ai

AI Industry Analysis

• Bloomberg reports Meta's superintelligence lab is using Gemma, OpenAI's open source model, and Qwen to train their next large model, code-named Avocado, marking a potential shift away from open source strategy @AndrewCurran_
• ChatGPT becomes Apple's most downloaded app of 2025 in the US, with 64% of US teens using AI chatbots and 33% using them daily according to Pew Research @AndrewCurran_
• BigTech giants announce approximately $68B in India investments over the next 5 years, positioning India as the second-biggest revenue driver after the US for AI development @deedydas
• Hugging Face now hosts over 2.2 million models with 50,000+ models having API providers, demonstrating rapid growth in open-source AI ecosystem @_akhaliq
• Google launches sub-$5 AI Plus plan in India to compete with ChatGPT Go @TechCrunch
• Oboe raises $16M Series A led by a16z for its AI-powered course generation platform that creates personalized learning experiences @TechCrunch
• Cursor releases version 2.2 with Debug Mode that instruments code and streams runtime data to agents, plus Plan Mode improvements and multi-agent judging capabilities @cursor_ai

AI Ethics & Society

• OpenAI announces upcoming models will reach 'High' capability under their Preparedness Framework for cybersecurity, requiring strengthened safeguards and collaboration with global experts to give defenders an advantage @OpenAI
• Ethan Mollick warns that restrictive licensing on Mistral models (prohibiting use by companies over $20M monthly revenue) could limit open source contributions, as historically much labor comes from for-profit firms @emollick
• Gergelyi Orosz observes LinkedIn aggressively pushing AI products everywhere, with AI-generated content flooding the platform and making inbound job applications mostly useless @GergelyOrosz
• Brian Lovin reports that new X accounts are shown extremely low-quality AI-generated content, politically charged material, and bottom-of-the-barrel posts as default feed @brian_lovin
• Ethan Mollick notes the GPT-5 Auto router creates perception problems, as many examples of "ChatGPT got X wrong" are actually "ChatGPT-5 Instant got things wrong," leading to inaccurate beliefs about AI capabilities @emollick
• John Carmack proposes using LLM chat history as job references, arguing multi-year chat histories provide better signals than traditional resumes and could optimize fit between people and jobs for both employers and employees @ID_AA_Carmack

AI Applications

• Google partners with multiple publishers including Der Spiegel, The Guardian, The Times of India, and The Washington Post to test AI engagement features including audio briefings by Gemini in Google News @AndrewCurran_
• Google launches managed MCP servers allowing AI agents to plug into its tools, plus Preferred Sources feature in Search for customizing Top Stories from valued outlets @TechCrunch
• Figma launches AI-powered object removal and image extension tools in Design and Draw, enabling users to erase distractions, expand backgrounds, and isolate objects @figma
• Mikhail Parakhin introduces SimGym, a system creating "digital customers" that behave like real ones to reveal optimization opportunities and enable A/B testing with zero live traffic @MParakhin
• Ethan Mollick demonstrates Nano Banana Pro in NotebookLM can generate high-quality presentation decks from source materials with rare hallucinations, positioning it as a potential PowerPoint replacement @emollick
• Andrej Karpathy creates auto-grading system using GPT 5.1 Thinking API to analyze 930 Hacker News discussions from December 2015 with hindsight, identifying most prescient comments for $60 in 1 hour @karpathy
• Linear reports their AI agent has been one of their most loved features, with a significant uptick in new issues created after launch @karrisaarinen
• Satya Nadella highlights Microsoft's partnership with India's Labour Ministry using AI to connect over 300 million informal workers to better jobs and social security @satyanadella
• CTGT launches Mentat, an OpenAI-compatible API using mechanistic interpretability to give enterprises deterministic control over LLM behavior, adding safety policy guarantees without retraining @CyrilGorlla
• Spotify tests more personalized, AI-powered 'Prompted Playlists' feature @TechCrunch

AI Research

• Google DeepMind and Google Research develop FACTS Benchmark Suite, the industry's first comprehensive test evaluating LLM factuality across four dimensions: internal model knowledge, web search, grounding, and multimodal inputs, with Gemini 3 Pro achieving top score of 68.8% @GoogleDeepMind
• Google Cloud introduces AlphaEvolve, a Gemini-powered coding agent for designing advanced algorithms that uses LLMs to propose intelligent code modifications in a feedback loop @GoogleCloudTech
• Stanford researchers find 1 in 20 AI benchmarks have serious flaws, meaning the industry has been promoting underperforming models and penalizing better ones @StanfordHAI
• Microsoft Research introduces Promptions, helping developers add dynamic, context-aware controls to chat interfaces so users can guide generative AI responses without writing long instructions @MSFTResearch
• Nathan Lambert releases comprehensive talk covering every stage of building Olmo 3 Think, including changes to pretraining, evaluation, and post-training with focus on reinforcement learning infrastructure @natolambert
• LeRobot Community Datasets v3 releases 50K episodes across 46 robot types from 235 contributors worldwide, representing one of the largest open-source crowdsourced robot demonstration collections @danaaubakir
• Adi Oltean announces training of first LLM in space using NVIDIA H100 onboard Starcloud-1, successfully training nanoGPT model on Shakespeare's complete works and running inference @AdiOltean
• Jeff Clune emphasizes that fastest path to self-improving AI comes from embracing quality diversity, open-endedness, and AI-generating algorithms, with concepts like OMNI and Darwin-complete search spaces enabling recursively self-improving AI @KevinWang_111

AI Model Announcements

• Alibaba releases Qwen Code v0.2.2-v0.3.0 with stream JSON support, full internationalization, and enhanced security features including 20MB buffer limits and improved cross-platform compatibility @Alibaba_Qwen
• Alibaba introduces Soft Adaptive Policy Optimization (SAPO), a reinforcement learning method for training large language models that replaces hard clipping with temperature-controlled gates for improved stability and performance, particularly in MoE models @Alibaba_Qwen
• Mistral releases Devstral 2 coding model family in two sizes (123B under modified MIT license and 24B under Apache 2.0), both open source and state-of-the-art, alongside Mistral Vibe CLI for end-to-end automation @MistralAI
• Meta's Llama successor is code-named Avocado, originally planned for Christmas release but pushed to early 2026, with possibility of being proprietary rather than open source @AndrewCurran_
• Google releases Gemini 3 with advanced reasoning capabilities, enabling interactive 3D game creation, presentation feedback analysis, and on-demand tool generation in Search AI Mode @GoogleAI
• Gemini app introduces experimental template gallery for video creation, allowing users to select templates or customize with their own images @GeminiApp

AI Industry Analysis

• OpenAI's State of Enterprise AI report shows enterprise messaging volume up 8x year-over-year, with average employees sending 30% more messages and workers reporting 40-60 minutes saved per day @OpenAI
• Menlo Ventures report reveals Anthropic leads enterprise AI market with 40% of $37B spend, surpassing OpenAI as #1 model provider, with generative AI capturing 6% of software spend and growing 3.2x year-over-year @deedydas
• Enterprise AI adoption shows shift from building custom solutions to buying off-the-shelf models, with companies building their own AI solutions dropping from half to a quarter @deedydas
• Coding dominates departmental AI spend by a significant margin, while healthcare leads vertical AI applications, followed distantly by legal, creators, and government sectors @deedydas
• OpenAI appoints Denise Dresser, former Slack CEO, as Chief Revenue Officer to lead global revenue strategy and customer support at scale @OpenAI
• Microsoft announces $17.5B investment in India by 2029, its largest investment ever in Asia, to build AI infrastructure, skills, and sovereign capabilities @satyanadella
• Anthropic expands partnership with Accenture, creating Accenture Anthropic Business Group with 30,000 professionals trained on Claude to help enterprises move from AI pilots to production @AnthropicAI
• China considers allowing limited access to Nvidia's H200 chips with requirements for justification, restrictions on public sector purchases, and subsidies only for domestic chips @AndrewCurran_
• Nvidia's H200 chips freed for export to China will first undergo national security review in the US, allowing 25% fee to be classified as import tax rather than export tax @AndrewCurran_
• OpenAI, Anthropic, and Block co-found the Agentic AI Foundation under Linux Foundation to support open, interoperable standards for agentic AI, with Anthropic donating Model Context Protocol @OpenAINewsroom
• Stanford's 2025 Foundation Model Transparency Index shows transparency regressing across AI industry, reversing last year's gains, with IBM scoring 95/100 while xAI scored 14/100 @StanfordHAI
• Three in ten U.S. teens use AI chatbots every day, but safety concerns are growing among parents and educators @TechCrunch
• Promotion-driven development at Big Tech companies, while criticized, helps organizations stay nimble and capable of rapid innovation, as evidenced by Google's fast shipping with Gemini and AI @GergelyOrosz
• OpenAI usage data shows top 5% of users send 6x more messages than median, with coding, writing, and analysis showing biggest gaps between power users and average users @soleio
• Boom Supersonic raises $300M to build natural gas turbines for Crusoe data centers, using supersonic technology to fund airliner development through turbine profits @TechCrunch

AI Ethics & Society

• Anthropic researchers develop Selective Gradient Masking (SGTM) to isolate high-risk knowledge in separate model parameters that can be removed without broadly affecting performance, requiring 7x more fine-tuning to recover forgotten knowledge compared to previous unlearning methods @AnthropicAI
• California panel proposes AI companies pay royalties to central government body representing copyright holders, calling current opt-out model ineffective for protecting creative works @AndrewCurran_
• EU launches antitrust probe into Google's AI search tools, examining potential anticompetitive practices in AI-powered search features @TechCrunch
• Amazon's Ring rolls out controversial AI-powered facial recognition feature to video doorbells, raising privacy concerns among users and advocates @TechCrunch
• Arvind Narayanan warns that AI detectors like Pangram, despite claiming 1 in 10,000 false positive rate, would still falsely accuse 5-10% of students of cheating over four years if used systematically @random_walker
• California AI bills create definitional ambiguities around terms like frontier models and reasonable measures, with potential to either sweep in unintended companies or allow circumvention through fine-tuning @random_walker
• U.S. Department of Defense launches GenAi.mil platform putting frontier AI models directly into hands of military personnel, starting with Gemini integration @AndrewCurran_

AI Applications

• Perplexity research analyzing hundreds of millions of user interactions shows 55% of agent queries come from personal use, 30% professional, and 16% educational, with cognitive work dominating at 36% productivity and 21% learning tasks @perplexity_ai
• Microsoft and partners publish GigaTIME in Cell journal, an AI tool that simulates spatial proteomics from routine pathology slides for population-scale cancer research across dozens of cancer types @satyanadella
• Waymo demonstrates most advanced large-scale application of embodied AI in autonomous driving, using distillation from larger models to create computationally efficient on-board models @JeffDean
• Stripe partners with Instacart to enable direct checkout in ChatGPT using Agentic Commerce Protocol and Stripe Shared Payment Tokens for secure payment handling @gdb
• OpenAI partners with Deutsche Telekom to bring AI to millions of customers and businesses across Europe @gdb
• Linker Vision uses NVIDIA Metropolis, NVIDIA Cosmos, and Omniverse in simulate-train-deploy workflow to help cities become smarter with real-time video insights from AI agents @NVIDIAAI
• Fireworks AI achieves top performance on Artificial Analysis leaderboard with Kimi K2 running on NVIDIA GB200 NVL72 systems, transforming massive MoE serving @NVIDIAAI
• Pryzm raises $12M Series A led by a16z to build AI operating system for federal procurement, compressing months of work into minutes with IL5 and FedRAMP High authorization @a16z
• Aradigm Health raises Series A to build cure-first future of healthcare coverage, making million-dollar cell and gene therapies accessible by pooling risk and orchestrating patient journeys @a16z
• Research shows AI agents may increase rather than reduce economic outcome differences among people, with substantial variations in machine fluency and prompt-writing ability predicting agent performance @emollick
• Claude Code users warned of critical risk after incident where AI agent executed rm -rf command including home directory due to --dangerously-skip-permissions flag @simonw

AI Research

• Olmo 3 RL-Zero research shows that reinforcement learning with random rewards no longer yields performance improvements when proper data decontamination is applied, highlighting importance of fully open models for rigorous research @cwolferesearch
• Jeff Dean reveals Google's distillation paper was rejected from NeurIPS 2014 for being unlikely to have significant impact, despite later becoming foundational for creating efficient models like Gemini Flash @JeffDean
• Databricks introduces OfficeQA benchmark grounded in 89,000 pages of U.S. Treasury Bulletins, measuring real-world reasoning with strong agents reaching only 45% accuracy @stanfordnlp
• Andrej Karpathy discovers Python's random.seed() discards sign bit by calling abs() on input, causing seed(3) and seed(-3) to produce identical random number sequences, violating common assumptions about seed uniqueness @karpathy
• Ethan Mollick warns that small fine-tuned models lack the general reasoning, resilience, and knowledge of larger models, despite vendor claims of equivalent performance at lower cost @emollick
• Jeff Dean suggests sequential disk scanning with partitioning as efficient alternative to vector databases for one-off queries of 3 billion embeddings, demonstrating Google engineers' strength in fundamentals over tool-first approaches @GergelyOrosz
• Only 69.5% of NeurIPS 2025 attendees could correctly define what AGI stands for, slightly up from 63% the previous year @random_walker

AI Model Announcements

• Gemini 3 Flash is now available on LM Arena @legit_api
• Zhipu AI releases GLM-4.6V series on Hugging Face, featuring a 106B flagship vision-language model with 128K context and a 9B Flash variant, marking the first native Function Calling capability in the GLM vision model family @Zai_org

AI Industry Analysis

• OpenAI reports ChatGPT message volume grew 8x and API reasoning token consumption per organization increased 320x year-over-year in their enterprise AI report @AndrewCurran_
• ChatGPT now handles 2.5 billion prompts per day, up from 1 billion just a few months ago, with 70% of consumers now preferring AI tools for product recommendations over traditional search @mehdiyarix
• AI search traffic grew 527% year-over-year while traditional search plateaus, raising concerns for brands not tracking their AI visibility @mehdiyarix
• Skild AI, backed by Amazon and founded by former Meta researchers, is raising a new funding round from NVIDIA and SoftBank at a $14 billion valuation, tripling its value since June @AndrewCurran_
• Anthropic and OpenAI are hiring heavily in Europe, offering 2-3x the base salary that AI engineers and researchers make at EU AI startups, with offices in London and Switzerland @GergelyOrosz
• Linear is experiencing massive growth in use cases where developers delegate tasks to AI agents like Cursor and Codex for implementation, transforming issue trackers into AI agent hubs @GergelyOrosz
• Clay reaches $100M ARR after six years, growing from $1M to $100M in just two years with zero enterprise customer churn, over 200% enterprise NRR, and 15x return on every dollar invested @vxanand
• Linear's startup growth demonstrates that when things work, they really work, with this year's revenue alone exceeding all previous years combined @karrisaarinen
• AWS launches S3 Vectors for storing and using vectors at massive scale, potentially challenging vector-only databases as relational databases add vector support @GergelyOrosz
• Department of Commerce approves export of H200 GPUs to China with support from Commerce Secretary Howard Lutnick @AndrewCurran_
• IBM acquires Confluent for $11 billion to bolster its data offerings @TechCrunch
• Tiger Global plans cautious venture future with a new $2.2 billion fund @TechCrunch
• Yale Budget Lab study finds AI has caused no discernible disruption in the labor market based on 33 months of data following ChatGPT's release, with AI responsible for as much as half of U.S. GDP growth @DavidSacks
• November's Challenger Gray report shows AI-attributed layoffs fell 53% from October, accounting for only 6,280 layoffs and just 4.7% of total layoffs year-to-date @DavidSacks
• The productivity gap between male and female academics has increased after ChatGPT, potentially caused by men using LLMs more @MishaTeplitskiy

AI Ethics & Society

• AI labs were concerned about video models being used for political deception, but their main misleading use is showing animals behaving in impossible or unnatural ways, with most people believing these videos are real @AndrewCurran_
• President Trump confirms an AI One Rule executive order arriving this week to establish federal preemption over state AI laws, aiming to prevent a patchwork of 50 different regulatory regimes @AndrewCurran_
• AI Czar David Sacks defends the One Rulebook approach, arguing that over 1,200 bills have been introduced in state legislatures with over 100 measures already passed, creating regulatory chaos that could stymie innovation and allow China to race ahead @AndrewCurran_
• States like Colorado, California and Illinois have made AI developers liable for algorithmic discrimination defined as having disparate impact on protected groups, with Colorado's list including English language proficiency @AndrewCurran_
• Environmental groups call for halt to new data center construction, raising concerns about AI infrastructure's environmental impact @TechCrunch
• Cory Doctorow's speech on AI skepticism introduces the centaur vs reverse centaur concept: centaur being a human controlling AI to enhance skills, versus reverse centaur being an AI system directing and controlling a human @simonw
• Department of War establishes an Artificial Intelligence Futures Steering Committee with the explicit goal of developing AGI forecasts, plans, and policies @deanwball

AI Applications

• Google DeepMind launches Lyria Camera app that uses Gemini to describe surroundings while Lyria RealTime model turns those prompts into continuously evolving music streams @GoogleDeepMind
• Instacart integrates with ChatGPT, allowing users to buy groceries without leaving the ChatGPT interface @TechCrunch
• Hinge launches new AI feature to help daters move beyond boring small talk @TechCrunch
• Adobe launches content creation hub in Premiere mobile for YouTube Shorts creators @TechCrunch
• Anthropic announces Claude Code coming to Slack, representing a significant integration for enterprise workflows @TechCrunch
• Thales partners with Cohere to develop advanced AI solutions for naval and maritime in-service support in Canada, leveraging agentic AI tools to analyze and adapt to complex, dynamic environments in real time @ThalesCanada
• WonderWise podcast uses AI to turn children's science questions into educational songs, combining AI-generated content with human narration to create engaging learning experiences @Aalefsrajabali
• xAI hackathon showcases diverse AI applications including Halftime which dynamically weaves AI-generated ads into scenes, GrokMarks for auto-organizing X bookmarks, and Haggle an autonomous voice agent for negotiating with service providers @xai
• Clay creates a new career path and economy around GTM Engineering, with thousands of open jobs and hundreds of agencies built around it, many first-time entrepreneurs building 7-figure businesses @vxanand
• Gemini's Nano Banana Pro can resize images by simply uploading and specifying desired aspect ratio, demonstrating practical AI utility @GeminiApp

AI Research

• AxiomProver autonomously solved 8 out of 12 Putnam 2025 problems in Lean by 3:58pm on the day of the contest, a score that would have ranked #4 out of approximately 4,000 participants and achieved Putnam Fellow status @CarinaLHong
• Research on persona prompting reveals that telling AI you are a great physicist doesn't make it significantly more accurate at answering physics questions, suggesting personas don't improve accuracy but may change output format @emollick
• Study finds clinical LLMs can ace medical exams with 84-90% accuracy yet perform weakly on realistic clinical tasks at 45-69% and safety assessments at 40-50%, showing exam-style benchmarks are misleading proxies for clinical readiness @rohanpaul_ai
• Unconventional AI raises $475M seed round led by a16z to tackle the moonshot of building AI-first chips that are 1000x more efficient, aiming for biology-scale efficiency in 20 years @NaveenGRao
• Stanford NLP research on Representation Steering for Language Models presented at NeurIPS demonstrates new approaches to controlling model behavior @stanfordnlp
• NeurIPS keynote by Yejin Choi proposes shift from brute-force scaling to smarter scaling, showing 1.5B models can approach giant model performance through better hyperparameters, gradient diversity in data filtering, and RL as pre-training @yasuotabei
• User reports new behavior in GPT-5.1-T where the model independently focuses on how words sound together when read or feel in the mouth without being prompted, suggesting evolving language analysis capabilities @AndrewCurran_
• Google details security measures for Chrome's agentic features, addressing safety concerns for AI-powered browser capabilities @TechCrunch

AI Model Announcements

• Google announces Gemini 3 Pro as state-of-the-art vision AI model, achieving top performance across all main vision and multimodal benchmarks, excelling at document, screen, image, video and spatial understanding tasks @demishassabis
• Reka AI releases Rnj-1 base and instruct 8B parameter models, achieving SWE-bench performance close to GPT-4o, tool use outperforming comparable open source models, and mathematical reasoning on AIME'25 nearly matching GPT OSS MoE 20B @ashVaswani

AI Industry Analysis

• Elon Musk proposes space-based AI datacenters with satellites featuring localized AI compute in sun-synchronous orbit, projecting this will become the lowest cost way to generate AI within 3 years and fastest way to scale within 4 years, with plans to scale to over 100TW/year using lunar satellite factories @elonmusk
• OpenAI disables app suggestions that appeared similar to advertisements following user feedback @TechCrunch
• Meta reportedly delays mixed reality glasses release until 2027 @TechCrunch
• Perplexity celebrates three-year anniversary of its launch using OpenAI GPT-3.5 and Microsoft Bing for direct question answering @AravSrinivas

AI Ethics & Society

• Andrej Karpathy advises users to think of LLMs as simulators rather than entities, explaining that when asked "What do you think about xyz?" there is no actual "you" - the model adopts a personality embedding vector from its finetuning data statistics rather than having formed genuine opinions over time @karpathy
• Daniel Kahneman's 2017 pre-LLM research suggests replacing humans with algorithms whenever possible, noting that even when algorithms don't perform exceptionally well, humans perform so poorly and with such noise that removing the noise alone yields better results than human performance @jamescham
• Ethan Mollick questions whether major publications have provided retrospectives on AI development plateau claims following GPT-5 router experiences, noting confusion persists despite evidence that barriers like model collapse and pre-training scaling were overcome @emollick

AI Applications

• Claude Skill enables Opus 4.5 to generate Apple-style infographics with highly technical design specifications, using prompts generated by Grok 4.1 to think like Steve Jobs of graphic design @deedydas
• Cardiac Electrophysiologist uses AI workflow combining Claude, Suno, and NanoBanana to create educational songs for children ages 4 and 7, demonstrating creative applications that would be entirely infeasible without AI @HamelHusain
• MIT researchers develop AI-powered strategy for strengthening polymer materials, potentially leading to more durable plastics and reduced plastic waste @MIT
• Wikipedia maintains a list of AI writing tells including negative parallelisms like "It's not a game. It's a revolution" that can be incorporated into system prompts to avoid AI-sounding text @blader

AI Research

• First BEHAVIOR challenge results announced at NeurIPS, evaluating embodied AI and robotics solutions on 50 challenging household tasks, with Robot Learning Collective winning first place, followed by Comet and SimpleAI teams @drfeifei
• AI2 presents OLMo 3 post-training research emphasizing the importance of evaluation methodologies in AI development at NeurIPS Foundations of Reasoning in Language Models workshop @natolambert
• NeurIPS workshop on Foundations of Reasoning in Language Models features talks on self-improvement, exploration, chain-of-thought, and related topics @canondetortugas

AI Model Announcements

• Essential AI releases Rnj-1, an 8B parameter base and instruct model pair achieving SWE-bench performance close to GPT-4o, tool use outperforming comparable open source models, and mathematical reasoning on AIME 2025 nearly matching GPT OSS MoE 20B @ashVaswani
• Google announces Gemini 3 Pro and Nano Banana Pro in Google Search via AI Mode expanded to more countries in English language @GoogleAI
• Google updates Deep Think mode in Gemini App for Google AI Ultra subscribers, improving reasoning capabilities by exploring multiple hypotheses simultaneously @GoogleAI
• NVIDIA Nemotron models integrated with Amazon Bedrock, with early adopters like CrowdStrike powering security agents and BridgeWise AI delivering financial insights @NVIDIAAI
• Reports suggest OpenAI's GPT-5.2 code red response to Google coming December 9th, earlier than originally planned @apples_jimmy

AI Industry Analysis

• Meta acquires AI device startup Limitless, expanding its AI hardware capabilities @TechCrunch
• AI synthetic research startup Aaru raises Series A at $1B headline valuation @TechCrunch
• Ex-Google startup Yoodli triples valuation to over $300M with AI built to assist rather than replace people @TechCrunch
• SpaceX reportedly in talks for secondary sale at $800B valuation, which would make it America's most valuable private company @TechCrunch
• Bay Area engineering compensation landscape shows OpenAI and Anthropic engineers earning multi-million packages, while AI startup engineers at $200k grind to prompt LLMs and restart after new model releases @deedydas
• NVIDIA RTX PRO 6000 GPUs will render 99% of Pixar shots with RenderMan XPU, reshaping Pixar's workflow for Toy Story 5 with bigger scenes and faster rendering @NVIDIAAI

AI Ethics & Society

• Research shows AI-generated advertising outperforms human-created ads by 19% in click-through rates, but disclosing AI use results in 32% performance drop, raising questions about transparency requirements @AndrewCurran
• Ethan Mollick notes AI-created visual ads achieved 20% more clicks than human expert ads, but disclosure of AI creation reduced performance to 31% less than human-made ads @emollick
• OpenAI's Nick Turley clarifies there are no live tests for ads in ChatGPT, stating any future ad implementation would take a thoughtful approach respecting user trust @nickaturley
• Ethan Mollick raises concerns about xAI's lack of transparency regarding their approaches to AI, safeguards, and what truth-seeking means, particularly important for enterprise use @emollick
• Mollick notes odd findings in Grok 4.1 model card including increasing sycophancy rates and high deception scores compared to other models @emollick
• Andrew Curran predicts governments will push for backdoor legislation in home robots, demanding mandatory override codes for authorities despite citizens potentially pooling resources for local security @AndrewCurran
• Khosla Ventures managing partner Keith Rabois calls AI safety a complete hoax, stating it's bureaucrats finding excuses to interfere with progress @tbpn
• Amanda Askell confirms Claude was trained on a real alignment document in supervised learning, with full version and details to be released soon @alexgraveley

AI Applications

• Perplexity Finance launches full screen graphs feature @AravSrinivas
• NotebookLM mobile app receives updates including Slide Decks and Infographics, Images as Sources, and saved Audio Overview progress @GoogleAI
• Google Workspace Studio launches, empowering subscribers to automate work from simple tasks to complex processes with custom AI agents @GoogleAI
• Hex CEO Barry McCardel discusses how AI changes data interaction through collaborative analytics workspaces, agent workflows, and conversational interfaces @sarahdingwang
• CrowdStrike powers advanced security agents in Charlotte AI AgentWorks using NVIDIA Nemotron models @NVIDIAAI

AI Research

• Google's Gemini 3 Pro demonstrates state-of-the-art multimodal performance across document, screen, spatial, and video understanding, with capabilities to derender complex documents into structured code and generate collision-free trajectories for robotics @googleaidevs
• Jeff Dean demonstrates Gemini 3 Pro visual reasoning by having it annotate performance improvements versus competing models, showing large relative accuracy gains across benchmarks @JeffDean
• Stanford Professor Yejin Choi presents research on latent collaboration in multi-agent systems and discusses 2026 AI predictions at NeurIPS 2025 @NVIDIAAIDev
• Research paper Colors of Growth develops novel approach to measuring long-run economic growth by analyzing systematic variation in color use in European paintings from 1600-1820 @emollick
• Ethan Mollick summarizes 2025 AI trends: no slowdown in exponential gains, jaggedness remains main issue, early positive ROI reports, GenAI became industry-level, and AI remains fundamentally weird @emollick
• Deep Learning for Code workshop at NeurIPS 2025 focuses on code agents in the agentic era with speakers including Graham Neubig and Dawn Song @Alibaba_Qwen
• Stanford researcher notes that deep learning success requires getting 98% of details right, with the last few details having extremely nonlinear impact @arimorcos

AI Model Announcements

• Alibaba releases Qwen3-TTS (version 2025-11-27) with over 49 high-quality voices, support for 10 languages and authentic Chinese dialects, featuring natural rhythm and speed adaptation @Alibaba_Qwen
• Google DeepMind announces Gemini 3 Deep Think is now available for Google AI Ultra subscribers, incorporating gold medal winning IMO and ICPC technologies with parallel thinking capabilities for complex math and science problems @demishassabis
• Google releases Gemini 3 Pro as the frontier of multimodal AI, delivering state-of-the-art performance across document, screen, spatial, and video understanding with capabilities to "derender" complex documents into structured code @googleaidevs
• NVIDIA announces CUDA 13.1, the biggest expansion of CUDA since its 2006 launch, introducing CUDA Tile to make powerful AI and accelerated computing easier for more developers @nvidianewsroom
• MBZUAI releases K2-V2, a 360-open 70B parameter LLM built from scratch as a superior base for reasoning adaptation, with native 512K context and full transparency including dataset recipes, mid-training checkpoints, and evaluation tools @mbzuai
• Microsoft introduces Mico companion for Voice mode in Copilot, now available for users in the U.K. and Canada @mustafasuleyman
• Google Research presents Titans at NeurIPS 2025, a new architecture combining the speed of RNNs with the performance of Transformers, using deep neural memory to effectively scale to contexts larger than 2 million tokens @GoogleResearch

AI Industry Analysis

• OpenAI and Anthropic are experiencing unprecedented revenue growth never seen before by any company in human history, according to aggregated media leaks @deedydas
• ChatGPT's user growth has slowed according to new report findings @TechCrunch
• SpaceX is in discussions for secondary share sale that would value them at $800 billion, potentially making them the most valuable US private company again, surpassing OpenAI @AndrewCurran_
• SpaceX is aiming to IPO in 2026 and will no longer spin off Starlink @Katie_Roof
• Sierra opens office in Tokyo in partnership with SoftBank as they expand to Japan @btaylor
• SiriusXM becomes the first business to adopt Sierra's Agent Data Platform (ADP), giving their AI customer support agent Harmony the memory and context for longer lasting, proactive relationships @btaylor
• Brazil's largest bank Itau deployed Devin across their whole SDLC with 17,000+ engineers, achieving 5-6x faster migration projects, 70% auto-remediation of security vulnerabilities, 2x test coverage, and 300k+ repos documented @cognition
• Netflix wins bidding war to purchase Warner Bros. Discovery, offering $30 per share and a $5 billion break-up fee, though the sale is not yet finalized due to potential DOJ anti-trust concerns @DiscussingFilm
• Microsoft researchers introduce scientific innovations including Majorana 1 (world's first quantum processor with topological qubits), Aurora for extreme weather prediction, and FCDD for improved early breast cancer detection @Microsoft

AI Ethics & Society

• Anthropic's Amanda Askell discusses philosophical questions about AI including morality, identity, consciousness, model welfare, and whether models make superhumanly moral decisions in first Ask Me Anything session @AnthropicAI
• Large-scale experiments in UK, US, and Poland found AI chatbots are very good at persuasion, primarily by providing lots of fact-based claims, with persuasion effects lasting over time and AI becoming more persuasive as models grow bigger @emollick
• Research shows a model's self-image or self-concept has real influence on how its behavior generalizes to novel settings @sleepinyourhat
• Stanford HAI faculty member James Zou notes that AI needs to recognize and acknowledge false beliefs and misconceptions, identifying this as still a big gap in current models @StanfordHAI
• Anthropic's Jan Leike reveals that alignment researchers are deeply involved in post-training for Opus 4.5 and get significant leeway to make changes, contributing to it being the best-aligned model @janleike
• Media Lab researchers evaluate LLMs' ability to simulate human happiness and subjective wellbeing, finding that while AI systems can reproduce broad patterns of global life satisfaction, they carry deep structural biases that risk obscuring lived realities of millions @medialab
• The New York Times is suing Perplexity for copyright infringement @TechCrunch
• Resonant Computing Manifesto released, advocating for hyper-personalized AI-powered software that avoids attention hijacking anti-patterns that defined the last decade of software design @komorama

AI Applications

• Cursor optimizes the latest Codex model to run in their platform by updating prompts, tweaking tool definitions, and giving the model new tools like semantic search @leerob
• Gradium AI plugged their real-time STT + TTS API into Reachy Mini robot, creating a live, unscripted conversational robot with voice, personality, language, and gestures all controlled by speech @GradiumAI
• Perplexity launches partnership with Cristiano Ronaldo, with the soccer legend investing in the company and a dedicated page exploring his life @Cristiano
• Linear integrations directory now includes multiple AI agents for engineering tasks including Tembo, Sentry, Codegen, Cursor, Factory AI, GitHub Copilot, OpenAI Codex, and Cognition Devin @karrisaarinen
• HHS releases AI Strategy to advance rapid AI adoption across the department by modernizing processes, cutting red tape, with future applications including accelerating FDA approvals, fighting fraud at CMS, and streamlining grant review @HHS_Jim

AI Research

• Gemini 3 Pro achieves state-of-the-art performance on SVG generation leaderboard, ranking as the most powerful model for generating coherent and visually appealing SVGs @lintool
• MIT researchers develop tiny aerial robot that can fly with speed and agility comparable to some insects, opening door to future bug-sized robots for search-and-rescue missions @MIT
• ARC Prize 2025 announces winners with Grand Prize remaining unclaimed, marking 2025 as the year of the refinement loop with remarkable progress on LLM-driven refinement loops and rise of zero-pretraining deep learning approaches like HRM and TRM @arcprize
• NVIDIA introduces inference as the core economic engine of the AI factory, with system-level optimization delivering 10x performance gains for large-scale inference architectures like mixture-of-experts @NVIDIADC
• OpenRouter releases empirical 100 trillion token study showing usage patterns across AI models, with programming and role-playing being dominant use cases @AnjneyMidha
• NVIDIA NeMo Automodel, an open source library within NVIDIA NeMo framework, now enables developers to train large-scale MoE models directly in PyTorch using familiar tools @PyTorch
• Yejin Choi delivers keynote at NeurIPS 2025 on commonsense reasoning and language understanding, calling for a new way for organizations and individuals to jointly build the open frontier of AI where everyone can contribute and benefit @LaudeInstitute