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Each platform rewards a distinct signal. YouTube Shorts scales fastest because high rewatch rates drive distribution. Instagram is inconsistent but rewards persistence with occasional spikes. TikTok prioritizes shares, with most views from non-followers. Strong first frames matter most, deleting posts limits algorithm learning, and frequent cross-posting supplies the data needed to surface winners.
Google the keyword you want to rank for, take the #1 SERP and put it into an SEO tool, filter to position 1-3 keywords, then cover these in your content.
Kalshi and Polymarket hosted free grocery events that drew blocks-long lines, generating buzz but also criticism for targeting financially vulnerable consumers.
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Apple has introduced a new iPhone in March for the second year in a row. The iPhone 17e is a basic, no-frills iPhone that features an A19 chip with four GPU cores and an Apple C1X cellular modem. The phone supports Apple Intelligence and MagSafe charging. It will be available for preorder on March 4 for a March 11 launch. The base 256GB model will cost $599, while an upgraded 512GB model will be available for $799.
Meta is testing a shopping research feature in its AI chatbot. The feature responds with carousels of product images with captions containing information about brands, websites, and prices. The chatbot's recommendations are tailored to users' location and other details when applicable. It is unclear whether Meta currently receives referral commissions for its chatbot recommendations or whether the AI prioritizes brands that already advertise with Meta.
SpaceX will attempt to catch Starship's upper stage with its launch tower after two perfect soft landings in the ocean. Starship V3 Ship 1 is now headed for ground tests. The vehicle is designed for full reusability. The first Starship V3 flight of 2026 will likely occur this month.
A research team at UC Davis Health has safely performed a spina bifida treatment combining fetal surgery with stem cells. The therapy involved adding a layer of human placenta-derived stem cells to standard fetal surgery. Putting stem cells into a growing fetus was a total unknown, but the team reported great safety. The success paves the way for new treatment options for children with birth defects.
In the open-weight ecosystem, teams build on each other's innovations to compound the pace of progress. This post looks at various open source models and the engineering bets that define each one. Every major open-weight model released at the frontier since 2025 uses a Mixture-of-Experts transformer architecture. Almost every 'open source' model is actually open weight - this means the trained parameters are public, but the training data and often the full training code are not.
A harness is a layer that connects, protects, and orchestrates components without doing the work itself. Every agent framework is trying to build its own harness from scratch, but durable, event-driven infrastructure already solves this. Utah (Universally Triggered Agent Harness) is a conversational Telegram or Slack agent with tools, memory, sub-agent delegation, and full durability - a durable, cloud-ready OpenClaw. It was created to prove that durable, event-driven infrastructure can be used to create an agent harness that decouples orchestration from the agentic loop.
Intercom found success as a late-stage SaaS company in AI. Three years ago, its future was looking pretty bleak as the company was heading quickly towards negative growth. It launched a new service agent called Fin in the summer of 2023, after which its business began to violently recover. The process involved destroying many parts of the business and creating new things. It was difficult, but the company is now at $400M ARR overall, with overall growth rates doubling for the past two years.
US policy has become increasingly unpredictable, thuggish, arbitrary, and capricious. Even if threats against Anthropic are scaled back, great damage has been done. The government has shown that it will treat homegrown companies like a foreign adversary simply for refusing to capitulate to its terms of business - for having its own opinions on how to, or how not to, deploy its own property. Companies cooperating with the US government will now have to operate under this logic.
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Stripe is introducing a new feature that will allow companies to charge an automatic markup on token usage.
The US government was always going to use AI for whatever purposes it desired, regardless of provider - the way to address this is with new laws and through strengthening accountable oversight.
Go exists in a sweet spot of usability, performance, and ubiquity that makes it a very good fit for agents.
SpaceX's upcoming Starlink V2 satellites will deliver up to 100 times the data density of the current first-generation system.
The strikes caused structural damage, disrupted power delivery to infrastructure, and in some cases, required fire suppression activities that resulted in additional water damage.
The subscriptions that will survive are the ones that can't exist in any other way.
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Cursor is one of the fastest-growing startups of all time. It is less than five years old, yet its product is already ingrained in many software programmers' daily routine. The company's annualized revenue topped $2 billion in February. About 60% of the revenue is coming from corporate customers. The startup was valued at $29.3 billion in November, making it one of the most valuable AI startups in the US.
The $60 billion investment into Anthropic from over 200 venture capital investors is now at risk due to a contract dispute with the Pentagon. Anthropic being designated a supply chain risk is unprecedented. It will prevent other military contractors from deploying Claude in their applications. It could also require companies like Nvidia, which do business with the US military, to sever their commercial activities with Anthropic. The situation is becoming an existential moment for all of American AI and its investors.
Anthropic faced broad service disruptions affecting Claude.ai and Claude Code, with many users unable to log in, while the company reported that the Claude API continued operating normally.
Chinese AI startup MiniMax's annual revenue soared to $79 million in 2025 from $30.5 million the previous year. Net loss widened to $1.87 billion from $465.2 million. Analysts were expecting the equivalent of about $72 million in revenue and a net loss of roughly $564 million. These are the first results published since the company went public in January. Its shares have increased more than fourfold from their IPO price, pushing the company's market capitalization past $30 billion.
AI apps have now crossed 1 billion weekly active users, with ChatGPT accounting for 900 million. ChatGPT is the only AI app with both the installed base and new user momentum to become the core utility. Its lead is even more pronounced across DAU:MAU ratios, retention, and time spent. The challenge now is to see whether the usage is deepening into genuine habit or still behaving like a utility people visit briefly and leave.
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Alibaba recently unveiled its Qwen3.5 Small Model Series. Qwen3.5-0.8B and 2B are intended for prototyping and deployment on edge devices where battery life is paramount. Qwen3.5-4B is a strong multimodal base for lightweight agents with a 262,144 token context window. Qwen3.5-9B is a compact reasoning model that outperforms OpenAI's open source gpt-oss-120B on key third-party benchmarks. The weights for the models are available now under Apache 2.0 licenses on Hugging Face and ModelScope.
dLLM consolidates training and evaluation workflows for diffusion-based language models into a single library, aiming to improve transparency and reproducibility across the development pipeline.
GAM is a new memory system that generates optimized runtime contexts for LLM agents using a two-part design: a lightweight Memorizer and a dynamic Researcher.
This article provides details on how OpenAI's ads program works for advertisers. Some of the companies invited to trial ads in ChatGPT include Adobe, Target, Albertson, and WPP Media. Each was asked to commit to at least $200,000. The companies selected specific words that have to be prompted by users for the business to be advertised. Advertisers are managed manually.
Anthropic CEO Dario Amodei sat down with CBS News for an exclusive interview hours after Defense Secretary Pete Hegseth declared the company a supply chain risk to national security, which restricts military contractors from doing business with the AI giant. Amodei called the move "retaliatory and punitive," and he said Anthropic sought to draw "red lines" in the government's use of its technology because "we believe that crossing those lines is contrary to American values, and we wanted to stand up for American values."
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llmfit is a terminal tool that right-sizes large language models to fit a system's RAM, CPU, and GPU.
Google is testing a project feature for Gemini Enterprise that allows users to organize chats by topic and set goals for AI interactions.
CUDA Agent introduced a large-scale agentic reinforcement learning system that synthesizes data, augments execution with specialized skills, and trains over long horizons to generate high-performance CUDA kernels.
Japan's largest cashless provider, PayPay, plans a $1.1 billion Nasdaq IPO targeting a $10 billion valuation. Backed by SoftBank, the firm owns 40% of Binance Japan. The listing integrates digital payments with crypto, allowing 70 million users to fund purchases via Binance Japan using PayPay Money.
SpaceX holds 8,285 bitcoin worth $545 million, reflecting a $235 million paper loss over three months. As the company prepares a $50 billion IPO and $1.75 trillion valuation, its S-1 filing will expose investors to crypto volatility, mirroring Tesla's previous balance sheet risks and headline challenges.
M0, MoonPay, and PayPal have launched PYUSDx, a white-label stablecoin-as-a-service product that allows companies to issue branded stablecoins collateralized by PYUSD, combining M0's reserve management infrastructure, MoonPay's fiat onramp rails, and PayPal's PYUSD as the underlying reserve asset. This positions PYUSD as a B2B reserve layer rather than purely a consumer-facing instrument.
Vitalik Buterin's two-part proposal aims to modernize Ethereum's execution layer by implementing binary state trees and transitioning beyond the current Ethereum Virtual Machine. These changes target improved scalability and efficiency, fundamentally restructuring how the network processes transactions and manages state data for long-term sustainability.
EIP-8141 is an omnibus account abstraction proposal built around "Frame Transactions" – bundled call sequences that share calldata and can independently authorize both a transaction sender and a gas payer, enabling paymaster contracts to settle fees in any token via onchain DEX logic with no intermediaries. It addresses quantum-resistant and multisig validation, ZK-SNARK paymasters for privacy protocols, 2D nonces for parallel transaction processing, and a conservative-to-permissive mempool rollout designed to complement FOCIL's inclusion guarantees. EOA compatibility is under active discussion, which would extend batch operations and gas sponsorship to existing accounts without migration. EIP-8141 could ship within a year via the Hegota fork, culminating over a decade of AA research since EIP-86 in 2016.
Gold's decoupling from real rates beginning in late 2022 – rallying from $1,620 to $5,200/oz while real yields held at 1.5-2.5% – indicates a structural regime shift attributed to fiscal dominance, with US debt adding roughly $8B/day and net interest costs projected to exceed the defense budget in 2026. Central banks absorbed 863 tonnes in 2025 alone, yet Western institutional gold allocation remains near 1% of ETF and fund assets versus a historically appropriate 5-10%. Over the comparable window in which gold gained 78%, BTC reached an ATH of $126K before retracing 50% to approximately $67K, and the US Strategic Bitcoin Reserve's $13B contrasts sharply with $140B+ in annual central bank gold purchasing.
Vitalik Buterin has published a comprehensive quantum resistance roadmap addressing four attack surfaces — consensus-layer BLS signatures, data availability, EOA signatures, and application-layer ZK proofs — with distinct cryptographic migration paths for each. The most acute challenge is at the ZK layer, where quantum-resistant STARKs carry ~10M gas cost versus 300-500K for current SNARKs. The unifying solution is protocol-layer recursive aggregation via EIP-8141 validation frames, in which a single STARK per block could replace 3-256MB of per-transaction signatures and proofs, with proving delegated to the mempool layer at roughly 500ms intervals. A significant open question remains the selection of Ethereum's long-term hash function — candidates include Poseidon2 with extra rounds, Poseidon1, and BLAKE3.
There are two competing payment rails for agentic commerce: an enterprise stack anchored by OpenAI's ACP (with Stripe) and Google's AP2 (60+ partners including Mastercard and PayPal) targeting human-assisted purchasing, and a crypto stack led by Coinbase's x402 protocol, which has processed 50M+ USDC transactions on Base and Solana with volume doubling in February. Coinbase launched Agentic Wallets with native x402 support, while Virtuals Protocol's ACP extends the crypto stack into agent-to-agent commerce via cryptographic Proof of Agreement and smart contract escrow. The fundamental wedge favoring crypto is settlement efficiency – stablecoins clear in seconds for fractions of a cent versus card rails at 2-3% with multi-day settlement. The predicted outcome is a bifurcated market where enterprise rails dominate human-to-merchant flows while crypto captures agent-to-agent commerce.
SoFi, a national chartered bank that supports direct crypto custody, has enabled Solana network deposits directly in the SoFi app.
Bankr enables community members to permissionlessly launch tokens for AI agents, automatically routing approximately 1% of all trade volume to a wallet tied to the agent's X handle.