Thursday, July 23, 2026
- GPT Model Timeline (GPT-1 to GPT-5.x)v2OpenAI's GPT lineage runs from GPT-1 (June 2018, 117 million parameters, a 512-token context window) to the GPT-5.6 "Sol, Terra, Luna" family that entered limited preview on June 26, 2026.
- Best Small Language Modelsv2As of July 2026, the two strongest small language models (open models under 15 billion parameters) are Google DeepMind's Gemma 4 12B and Alibaba's Qwen3.5-9B.
- Best AI Search Enginesv2As of July 2026, the best AI search engine overall for research and citations is Perplexity, which runs its own web index and answers every query with numbered source links.
- Best Local and On-Device LLMsv2As of July 2026, the best local LLM to run offline depends almost entirely on how much memory you can give it, so this guide ranks picks by hardware tier.
- Best AI Image Generatorsv2As of July 2026, the best all-around AI image generator is GPT Image 2 from OpenAI.
- Open-Weight LLM License Comparisonv2As of July 2026, the open-weight LLMs that are genuinely free for commercial use with no strings attached are the ones released under standard, OSI-approved licenses: Apache-2.0 (Alibaba's Qwen3, most of…
- AI Model Release Timeline (2022-2026)v2The pace of frontier AI model releases went from a single landmark launch in late 2022 to a new flagship roughly every one to two weeks by 2026.
- Best AI Coding Assistantsv2As of July 2026, the two strongest AI coding assistants overall are Claude Code and the OpenAI Codex CLI, which finish within 0.3 points of each other at the top of the Terminal-Bench 2.1 agent leaderboard…
- LLM Context Window Comparisonv2As of July 2026, the largest context window ever announced belongs to Magic's LTM-2-mini at 100,000,000 tokens (100M), but it is a research prototype that has never been publicly released.
- Claude vs ChatGPTv3As of July 2026, neither Claude nor ChatGPT is universally better: the honest answer depends on the task.
- Best Open-Source LLMsv2As of July 2026, the strongest open-weight large language model overall is GLM-5.2 from Z.ai (Zhipu AI), which tops the Artificial Analysis open-weight Intelligence Index at 51 and leads all open models on…
- Alan Turingv2Alan Turing (23 June 1912 to 7 June 1954) was a British mathematician, logician, and codebreaker who is widely regarded as the founder of theoretical computer science and a foundational figure in artificial…
- The Robot Studiov2The Robot Studio is an independent open-source robotics design studio run by British roboticist Rob Knight, best known for publishing free, buildable designs for anatomically inspired humanoid robots and their…
- TetherIAv2The Aero Hand Open is a low-cost, open-source, anthropomorphic robotic hand developed by TetherIA, a Silicon Valley robotics startup, for affordable dexterous manipulation research.
- Sarcomere Dynamicsv2Sarcomere Dynamics Inc. is a Canadian robotics company based in St. Albert, Alberta that designs compact, high-dexterity robotic hands sold under the ARTUS brand.
- ORCA Handv2ORCA (a backronym for Open-source, Reliable, Cost-effective, Anthropomorphic) is an open-source dexterous hand developed at the Soft Robotics Lab (SRL) of ETH Zurich in Switzerland.
- Open Bionicsv2Open Bionics is a British medical robotics company, based in Bristol, England, that designs and manufactures low-cost, 3D-printed myoelectric prosthetic arms for people with below-elbow limb difference.
- Kyber Labsv2Kyber Labs is a United States robotics startup, based in Brooklyn, New York, that builds a low-cost, high-speed
- COVVIv2COVVI Ltd is a British medical technology company based in Leeds, England, that designs and manufactures myoelectric upper-limb prostheses.
- Bionic handv2A bionic hand is a powered artificial hand, usually controlled by the electrical signals of the wearer's own muscles, that restores grasping function to a person who has lost a hand or was born without one.
- Alt-Bionicsv2Alt-Bionics, Inc. is a San Antonio, Texas company that designs low-cost robotic hands for two related markets: myoelectric prosthetic hands for people with upper-limb amputations, and dexterous robotic end…
- ZWHANDv2ZWHAND is the dexterous-hand brand and robotics subsidiary of Shenzhen Zhaowei Machinery and Electronics Co., Ltd. (兆威机电), a listed Chinese precision micro-transmission and micro-motor manufacturer.
- Allegro Handv2The Allegro Hand is a low-cost, four-fingered anthropomorphic research hand built by Wonik Robotics of South Korea, and one of the most widely used dexterous hands in academic robot manipulation and robot…
- Shadow Robot Companyv2The Shadow Robot Company is a British robotics firm based in London that designs and builds anthropomorphic dexterous hands and teleoperation systems for research.
- Inspire Robotsv2Beijing Inspire-Robots Technology Co., Ltd. (Chinese: 北京因时机器人科技有限公司; trading as Inspire Robots or 因时机器人) is a Chinese robotics-component maker, founded in Beijing in 2016, that produces micro linear servo…
- Tactile sensingv2Tactile sensing is the technology that gives robots a sense of touch: the ability to measure the physical contact between a robot and the world, including contact force, pressure distribution, shear, slip…
- Dexterous handv3A dexterous hand (also called a dexterous robotic hand or multi-fingered robot hand) is an anthropomorphic end effector that reproduces the grasping, in-hand manipulation, and tactile perception of the human…
- Humanoid robot deploymentsv2Humanoid robot deployment refers to the placement of full-size or general-purpose humanoid robots into real operating environments: factories, warehouses, retail floors, research laboratories, and public…
- Robotics as a Servicev2Robotics as a Service (RaaS), also written robots-as-a-service or robot-as-a-service, is a business model in which a provider supplies robots together with the software, connectivity, maintenance, and support…
- Llama-3.1-Nemotron-70B-Instructv2Llama-3.1-Nemotron-70B-Instruct is a large language model released by NVIDIA in October 2024.
- Nemotron-Hv2Nemotron-H is a family of open-weight large language models released by NVIDIA in April 2025 that replace most of the self-attention layers of a standard Transformer with Mamba-2 state-space layers, producing…
- Nemotron-4v2Nemotron-4 is a family of decoder-only large language models developed by NVIDIA and documented in two technical reports released in 2024.
- UWORLDv2UWORLD is a consumer robotics brand launched in 2026 by UBTECH Robotics, the Shenzhen-based maker of the industrial Walker humanoid line.
- UWORLD U1 Ultrav2The UWORLD U1 Ultra is the premium flagship trim of the UWORLD U1 line of ultra-bionic companion humanoid robots, made by UBTECH Robotics and sold under its consumer UWORLD brand.
- UWORLD U1 Prov2The UWORLD U1 Pro is the standard full-body model in the UWORLD U1 line of emotional-companionship humanoid robots from UBTECH Robotics, sold under the company's UWORLD consumer brand.
- UWORLD U1 Litev2UWORLD U1 Lite is the entry-level model of the UWORLD U1 series, a line of hyper-realistic companion humanoid robots from UBTECH Robotics sold under its consumer sub-brand UWORLD.
- Midjourney Medicalv2Midjourney Medical is a healthcare initiative announced in mid-June 2026 by Midjourney, the artificial intelligence research lab best known for its text-to-image generative AI service.
- Lytev2Lyte is an American end-to-end integrated perception company for robotics and physical AI, founded in 2021 and headquartered in Mountain View, California.
- NVIDIA Holoscanv2NVIDIA Holoscan is a domain-agnostic, multimodal AI sensor processing platform and software development kit (SDK) built by NVIDIA for real-time
- NVIDIA DGXv3NVIDIA DGX is nvidia's line of integrated artificial-intelligence supercomputers, purpose-built systems that package the company's highest-end data-center GPUs, CPUs, high-speed nvlink and nvswitch…
- Etchedv3Etched is an American semiconductor startup building Sohu, the first application-specific integrated circuit (ASIC) designed to run only transformer models, the architecture behind most large language models.
- EMNLPv3EMNLP, the Conference on Empirical Methods in Natural Language Processing, is an annual research conference that is one of the top-tier publication venues in natural language processing (NLP)
- Universal Approximation Theoremv4The universal approximation theorem states that a feedforward neural network with a single hidden layer of finite width and a suitable nonlinear activation function can approximate any continuous function on a…
- Zhu Junv2Zhu Jun (Chinese: 朱军; born 1983), published in English as Jun Zhu, is a Chinese computer scientist and machine learning researcher.
- MLCommonsv3MLCommons is a nonprofit artificial intelligence engineering consortium that develops industry-standard benchmarks, open datasets, and measurement tools for machine learning systems.
- AI and Copyrightv3AI and copyright is the body of litigation, regulation, and licensing practice that decides how copyright law applies to artificial intelligence, organized around two core questions: whether copying protected…
- Small Modular Reactorv3A small modular reactor (SMR) is a nuclear fission reactor with an electrical output of up to roughly 300 megawatts (MWe) per unit, about one third the capacity of a conventional gigawatt-class plant, whose…
- G42v3G42 (legally Group 42 Holding Ltd) is an artificial intelligence and cloud computing holding company headquartered in Abu Dhabi, United Arab Emirates, that functions as the Emirates' national AI champion.
- Vector Institutev3The Vector Institute (formally the Vector Institute for Artificial Intelligence) is an independent, not-for-profit AI research institute in Toronto, Canada, launched on March 30, 2017 with about $200 million…
- ETH Zurichv3ETH Zurich (the Swiss Federal Institute of Technology in Zurich) is a public research university founded by the Swiss Confederation in 1854, with first lectures held on October 16, 1855, and one of continental…
- ServiceNowv3ServiceNow, Inc. is an American enterprise software company headquartered in Santa Clara, California, that builds the ServiceNow AI Platform (formerly the Now Platform), a cloud system for digitizing and…
- NISTv3The National Institute of Standards and Technology (NIST) is a non-regulatory agency of the US Department of Commerce responsible for measurement science, standards, and technology, and it is the US…
- ASICv3An application-specific integrated circuit (ASIC) is a chip designed to perform one job, in contrast to a general-purpose CPU or a broadly programmable GPU.
- Canvav3Canva is an Australian software company whose browser-based design platform has become one of the largest consumer-facing deployments of generative AI in the world
- Adobev3Adobe Inc. is an American software company best known for creative and document tools such as Photoshop, Illustrator, Premiere Pro and Acrobat that has, since 2023, become one of the most closely watched…
- Shopifyv3Shopify is a Canadian commerce technology company whose platform powers millions of online stores and retail businesses worldwide.
- Klarnav3Klarna (Klarna Group plc) is a Swedish financial technology company headquartered in Stockholm, best known for popularizing "buy now, pay later" (BNPL) installment payments online and for becoming one of the…
- Samsungv3Samsung Electronics is a South Korean electronics manufacturer headquartered in Suwon, the flagship company of the Samsung Group conglomerate and the world's largest maker of memory chips
- Model Evaluationv4Model evaluation is the process of measuring how well a machine learning model performs on data it was not trained on, in order to estimate how it will generalize to new, unseen inputs.
- Reward Modelv3A reward model (RM) is a model trained to score the outputs of another AI system, producing a scalar estimate of how good a candidate response is according to some standard, most often human preference.
- Google Researchv3Google Research is Google's organization for foundational and applied computer science research, with work spanning quantum computing, algorithms and theory, machine learning, health, climate, and crisis…
- Enterprise AIv3Enterprise AI refers to the adoption of artificial intelligence, and since 2023 especially generative AI built on large language models, inside large organizations: embedded assistants and copilots, autonomous…
- ChatGPT Plusv5ChatGPT Plus is OpenAI's $20 per month consumer subscription for ChatGPT, announced on February 1, 2023 as the company's first paid product.
- Broadcomv3Broadcom Inc. is an American semiconductor and infrastructure software company, traded on Nasdaq as AVGO, that has become the second most important supplier of AI compute after Nvidia by co-designing custom AI…
- Claude 3v3Claude 3 is a family of three large language models released by Anthropic on March 4, 2024, comprising Claude 3 Haiku, Claude 3 Sonnet, and Claude 3 Opus in ascending order of capability and cost .
- Visual Studio Codev3Visual Studio Code (commonly VS Code) is a free, cross-platform source-code editor developed by Microsoft and announced at the Build conference on April 29, 2015 .
- Autoregressive Modelv3An autoregressive model predicts each element of a sequence from the elements that precede it, feeding its own earlier outputs back in as context for every later prediction.
- Donald Trumpv3Donald Trump (born June 14, 1946), the 47th president of the United States, has made artificial intelligence a centerpiece of his second-term economic and national security policy, replacing the Biden…
- Baiduv3Baidu, Inc. (NASDAQ: BIDU; HKEX: 9888) is a Chinese technology company headquartered in Beijing that operates China's leading search engine and has rebuilt itself around artificial intelligence across four…
- Voice AIv3Voice AI is the umbrella term for artificial intelligence systems that listen to, understand, and generate human speech.
- arXivv3arXiv is the free, open-access repository where nearly every consequential artificial intelligence paper of the deep learning era first appeared in public, often months before, or instead of
- Stripev3Stripe, Inc. is a financial infrastructure company dual-headquartered in South San Francisco, California, and Dublin, Ireland, that has become a foundational payments layer for the AI economy.
- Intelv3Intel Corporation is an American multinational semiconductor company headquartered in Santa Clara, California, that designs CPUs, GPUs, and Gaudi AI accelerators and operates Intel Foundry
- Salesforcev3Salesforce, Inc. is an American cloud software company headquartered in Salesforce Tower, San Francisco, best known for its customer relationship management (CRM) platform and, since 2024
- Y Combinatorv3Y Combinator (YC) is an American startup accelerator and early-stage venture firm headquartered in San Francisco.
- Chain of Thought Monitorabilityv3Chain of thought monitorability is the property that lets safety researchers read a reasoning model's chain-of-thought (CoT), the step-by-step working it writes out in human language before answering, and…
- Latent reasoning via recurrent depth (Huginn)v2Latent reasoning via recurrent depth is an approach to scaling a language model's test-time computation by iterating a recurrent transformer block in latent (hidden) space
- Amazon Nova Sonicv2Amazon Nova Sonic is a real-time speech-to-speech foundation model developed by Amazon and offered through Amazon Bedrock. Announced on April 8, 2025, it is part of the Amazon Nova family of foundation models.
- MAI-Voice-1v2MAI-Voice-1 is a text-to-speech (speech generation) model developed by Microsoft AI, the consumer artificial-intelligence division of Microsoft led by Mustafa Suleyman.
- Amazon Nova Actv2Amazon Nova Act is an agentic AI model and developer software development kit (SDK) from Amazon for building AI agents that reliably perform multi-step actions inside a web browser.
- Step-3v2Step-3 is an open-weight large multimodal mixture of experts (MoE) model released in July 2025 by StepFun, the Shanghai-based Chinese artificial intelligence startup also known as Jieyue Xingchen.
- Skywork R1Vv2Skywork R1V is a family of open-weight multimodal vision-language models built for chain-of-thought reasoning, developed by Skywork AI
- InternVL3v3InternVL3 is an open-weights family of multimodal AI large language models released on April 11, 2025 by OpenGVLab, the general vision team associated with Shanghai AI Laboratory.
- Jamba Reasoning 3Bv2Jamba Reasoning 3B is an open-weight small reasoning model released by the Israeli artificial-intelligence company AI21 Labs on October 8, 2025 .
- IBM Granite 4.0v2IBM Granite 4.0 is the fourth generation of IBM's Granite family of open-weight enterprise large language models, released on October 2, 2025.
- Apertusv2Apertus is a fully open, multilingual large language model developed in Switzerland and released on September 2, 2025, by EPFL, ETH Zurich, and the Swiss National Supercomputing Centre (CSCS) under the Swiss…
- Nemotron Nano 2v3Nemotron Nano 2 is a family of small, open-weight reasoning language models released by NVIDIA on August 18, 2025
- Falcon-H1v3Falcon-H1 is a family of open-weight large language models released in 2025 by the Technology Innovation Institute (TII)
- Aya (Expanse / Vision)v2Aya is an open multilingual model family and global research initiative from Cohere Labs (formerly Cohere For AI, or C4AI), the nonprofit research arm of the Canadian artificial intelligence company Cohere.
- Command R+v2Command R+ is a large language model developed by Cohere, the Toronto- and San Francisco-based enterprise artificial intelligence company, and released on April 4, 2024.
- Pixtral Largev3Pixtral Large is a 124-billion-parameter multimodal (vision-language) large language model released by Mistral AI on November 18, 2024.
- Devstralv2Devstral is a family of open-weight and API large language models specialized for agentic software engineering, developed by Mistral AI in collaboration with All Hands AI
- Ministral 3B / 8Bv2Ministral is a family of two small language models released by the French artificial intelligence company Mistral AI on October 16, 2024.
- MAI-1-previewv2MAI-1-preview is a large language model developed by Microsoft AI, the consumer artificial intelligence division of Microsoft led by Mustafa Suleyman.
- ERNIE X1v2ERNIE X1 is a deep-reasoning large language model developed by Baidu, the Chinese search and artificial-intelligence company, as part of its ERNIE (Wenxin) family.
- Ring-1Tv3Ring-1T is an open-weight reasoning model released in October 2025 by inclusionAI, the open-source research initiative associated with Ant Group
- LongCat-Flashv2LongCat-Flash is an open-weight large language model developed by the LongCat team at Meituan, the Chinese on-demand local-services and food-delivery company.
- Qwen3-Nextv2Qwen3-Next is an efficiency-focused large language model and model architecture released in September 2025 by the Qwen team at Alibaba Cloud.
- Apriel (ServiceNow)v2Apriel is a family of open-weight small language models developed by ServiceNow, the enterprise-software company, through its in-house AI research organization.
- Hermes 4v2Hermes 4 is a family of open-weight large language models released by Nous Research in late August 2025.
