E2B

E2B AI

E2B AI

E2B AI

E2B AI

E2B AI

E2B AI

E2B AI

E2B AI

E2B AI

E2B AI

Replaced my $15/mo Wispr Flow subscription with a free local macOS app I built using Claude Code

I spend most of my day writing prompts to Claude. Read a study recently that said people speak ~3x faster than they type, which lands differently when "writing" is basically your whole workflow. Looked at Wispr Flow – it's genuinely great, but $15/month forever for something I'd mostly use to dictate to Claude felt wrong. So I spent two weeks of evenings building my own with Claude Code. How Claude helped I'd never shipped a Tauri / macOS app before this. Claude Code did the bulk of the actual code: The menu bar app structure, global hotkey capture, and paste-anywhere flow UI and onboarding Integrating the local model runtimes (Parakeet / Whisper for transcription, Gemma 4 for polishing) The model download / storage logic so the app ships without bundling gigabytes of weights A lot of debugging I would not have had the patience for on my own I made the product and design calls; Claude wrote the vast majority of the code. Two weeks of evenings, usually an hour or two at a time. What it does Menu bar app for macOS. Hold a hotkey, talk, release – text is copied to your clipboard. Works in any app: Claude.ai, Cursor, Slack, browser, IDE, whatever. Two open-source models doing the work: Parakeet (NVIDIA) / Whisper for transcription Gemma 4 (Google) / Apple Intelligence for polishing the raw transcript into something readable Everything runs locally. No cloud calls, no API keys, no telemetry, no account. Fully offline after download. Free for personal use, no signup. Download: https://vox.rizenhq.com/ Caveats macOS only. Apple Silicon required (M-series chip). Windows build is next. It's two weeks old. Bugs I haven't found yet exist. ~90% of Wispr Flow's quality, not 100%. Enough for me to use every day. What it's saving me 40–60 minutes a day, mostly on prompts. Dictating to Claude feels noticeably more natural than typing to it. The ask Feedback, especially from people who talk to Claude a lot: Where does it break? Bug reports > compliments. What did you use it with? What feature would make you switch from Wispr Flow (or start using voice-to-text at all)? Tech notes No separate model download – onboarding handles it Gemma 4 options: E2B, E4B, 26B. E2B runs on phones; 26B is overkill for most machines. I use E4B – great quality, fast. RAM (Parakeet + Gemma 4 E4B): ~200mb idle, ~300mb while speaking, brief spike to 4–6GB during transcription/polish, then back to 200mb CPU: ~0% idle, ~20% peak during use EDIT BTW, I develop it during my live streams from 8:30 am to 10:30 am ET everyday here. I show the code and decisions I make live on the stream. If you want to ask questions / push for some features / push to make it open source / etc. - join the stream, push for it in the chat and I'll consider it! Also, seeing the number of feedback, and feature requests in the comments I've decided to create a discord server to make sure that nothing will be lost and everything will be addressed. You can join here. submitted by /u/EfficientLetter3654 [link] [comments]

eTPS — Effective Tokens Per Second: A Better Way to Measure Local LLM Performance

We're obsessed with raw tokens per second. Every hardware post leads with it. Every quantization comparison is ranked by it. It's the one number everyone agrees to report. It's also measuring the wrong thing. Raw TPS tells you how fast tokens hit the screen. It tells you almost nothing about how quickly you get a correct, usable answer. On sustained, multi-turn workflows, that gap becomes massive. A faster model that hallucinates, requires multiple corrections, and forgets context you gave it earlier can easily be less useful than a slower model that gets it right the first time. eTPS (Effective Tokens Per Second) is a complementary metric that measures actual progress toward a useful answer, not just token throughput. The basic idea: weight the final accepted output by how clean the path to that answer was — first-pass correct scores highest — then divide by total time. Correction loops, hallucinations, and repeated explanations all reduce the score. A response that never reaches a correct answer scores zero regardless of speed. It doesn't replace raw TPS. It sits next to it. Results — same prompt, four runs, same hardware: gemma-4-e2b (4.6B): 53.2 raw TPS → eTPS 53.18 ✓ qwen3.5-0.8b: 173.1 raw TPS → eTPS 86.57 ✗ partial qwen3.5-9b (optimized): 1.8 raw TPS → eTPS 1.78 ✓ qwen3.5-9b (baseline): 0.5 raw TPS → eTPS 0.32 ✗ partial The 0.8B leads on raw speed by a wide margin and still lost. Raw TPS said it won. eTPS said it didn't. Hardware: RTX 5060 Laptop, 8GB VRAM. eTPS scores aren't portable across hardware — always report your full setup. Known limitations (v0.1): Scoring requires human judgment. The line between "needed clarification" and "was factually wrong" isn't always clean. Code generation with objective pass/fail criteria is a cleaner target and the focus of the next benchmark run. One task isn't representative of sustained multi-turn workflows — that's where the metric gets most interesting and where I'm headed next. Easy to game without full system prompt logging. The spec will require it. These are acknowledged constraints, not hidden flaws. Full specification coming soon covering methodology, task library, scoring protocol, and reproducibility standards. Before I lock the final weights I'd genuinely like input on two open questions: How should the penalty differ between a model that confidently states something false versus one that's just vague enough you had to ask a follow-up? And should hardware normalization live in the core formula or be reported separately? Thoughts welcome. submitted by /u/axendo [link] [comments]

KIV: 1M token context window on a RTX 4070 (12GB VRAM), no retraining, drop-in HuggingFace cache replacement - Works with any model that uses DynamicCache [P]

Been working on this for a bit and figured it was ready to share. KIV (K-Indexed V Materialization) is a middleware layer that replaces the standard KV cache in HuggingFace transformers with a tiered retrieval system. The short version: it keeps recent tokens exact in VRAM, moves old K/V to system RAM, and uses K vectors as a search index to pull back only the ~256 most relevant V entries per decode step. Results on a 4070 12GB with Gemma 4 E2B (4-bit): 1M tokens, 12MB KIV VRAM overhead, ~6.5GB total GPU usage 4.1 tok/s at 1M context (8-10 tok/s on GPU time), 12.9 tok/s at 4K 70/70 needle-in-haystack tests passed across 4K-32K Perfect phonebook lookup (unique names) at 58K tokens Prefill at 1M takes about 4.3 minutes (one-time cost) Decode is near-constant regardless of context length The core finding that makes this work: K vectors are smooth and structured, which makes them great search indices. V vectors are high-entropy and chaotic, so don't try to compress them, just retrieve them on demand. Use K to decide which V entries deserve to exist in VRAM at any given step. No model weights are modified. No retraining or distillation. It hooks into the HuggingFace cache interface and registers a custom attention function. The model has no idea it's talking to a tiered memory system. Works with any model that uses DynamicCache. Tested on Gemma 4, Qwen2.5, TinyLlama, and Phi-3.5 across MQA/GQA/MHA. There are real limitations and I'm upfront about them in the repo. Bounded prefill loses some info for dense similar-looking data. Collision disambiguation doesn't work but that's the 4-bit 2B model struggling, not the cache. Two-hop reasoning fails for the same reason. CPU RAM scales linearly (5.8GB at 1M tokens). Still actively optimizing decode speed, especially at longer contexts. The current bottleneck is CPU-to-GPU transfer for retrieved tokens, not the model itself. Plenty of room to improve here. GitHub: github.com/Babyhamsta/KIV (can be installed as a local pip package, no official pip package yet) Happy to answer questions about the architecture or results. Would love to see what happens on bigger models with more VRAM if anyone wants to try it. submitted by /u/ThyGreatOof [link] [comments]

You can now give an AI agent its own email, phone number, wallet, computer, and voice. This is what the stack looks like

I’ve been tracking the companies building primitives specifically for agents rather than humans. The pattern is becoming obvious: every capability a human employee takes for granted is getting rebuilt as an API. Here are some of the companies building for AI agents: AgentMail — agents can have email accounts AgentPhone — agents can have phone numbers Kapso — agents can have WhatsApp numbers Daytona / E2B — agents can have their own computers monid.ai — agents can read social media (X, TikTok, Reddit, LinkedIn, Amazon, Facebook) Browserbase / Browser Use / Hyperbrowser — agents can use web browsers Firecrawl — agents can crawl the web without a browser Mem0 — agents can remember things Kite / Sponge — agents can pay for things Composio — agents can use your SaaS tools Orthogonal — agents can access APIs more easily ElevenLabs / Vapi — agents can have a voice Sixtyfour — agents can search for people and companies Exa — agents can search the web (Google isn’t built for agents) What’s interesting is how quickly this came together. Not long ago, none of this really existed in a usable form. Now you can piece together an agent with identity, memory, communication, and spending in a single afternoon. Feels less like “AI tools” and more like the early version of an agent-native infrastructure stack. Curious if anyone here is actually building on top of this. What are you using? Also probably missing a bunch - drop anything I should add and I’ll keep this updated. submitted by /u/Shot_Fudge_6195 [link] [comments]

U.S.-Israeli bombardment of Iran enters 7th day; Hundreds of thousands displaced in Lebanon amid Israeli assault; Trump fires Noem

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *U.S. and Israeli airstrikes [pound](https://x.com/DropSiteNews/status/2029834424041287717) Iran for a seventh day. Over 3,600 civilian sites damaged in U.S.-Israeli strikes. U.S. and Israeli officials hint at escalation in coming days. Evidence grows that the U.S. is responsible for deadly strike on elementary school. President Donald Trump demands Iran’s “unconditional surrender.” Iranian strikes [hit](https://x.com/DropSiteNews/status/2029611245838475617) Bahrain. Iran [launches](https://x.com/DropSiteNews/status/2029735687071879385) attacks on Kuwait, where U.S. [suspends](https://x.com/DropSiteNews/status/2029684050592510131) embassy operations. Fighter jet [appears](https://x.com/DropSiteNews/status/2029676323245834398) to crash in Iraq. U.S. and Qatar [discuss](https://www.reuters.com/business/aerospace-defense/us-qatar-discuss-acquiring-ukrainian-drones-down-irans-shaheds-source-says-2026-03-05/) acquiring Ukrainian interceptor drones. U.S. continues to eye Kurdistan for help in war on Iran. Israeli strikes [hit](https://www.aljazeera.com/news/2026/3/5/israeli-strikes-hit-beirut-amid-threats-on-iranian-officials-in-lebanon) Beirut suburbs as bombardment intensifies across Lebanon. Mass displacement in southern suburbs of Beirut as Israeli leadership threatens destruction. IDF [says](https://x.com/DropSiteNews/status/2029659122568753211) two soldiers wounded in fighting in southern Lebanon. Hezbollah [deploys](https://www.reuters.com/business/aerospace-defense/hezbollah-elite-fighters-return-south-lebanon-fight-israeli-troops-lebanese-2026-03-05/) elite Radwan fighters to southern Lebanon. Trump again calls for a Netanyahu pardon. Trump [dumps](https://x.com/DropSiteNews/status/2029649681735717080) Noem. House [blocks](https://www.nbcnews.com/politics/congress/republican-led-house-declines-constrain-trumps-war-iran-just-senate-rcna261909) resolution that would have limited Trump’s war on Iran. Stephen Miller [calls](https://x.com/DropSiteNews/status/2029756602761310293) for military campaign against drug cartels. Trump [says](https://www.aljazeera.com/news/2026/3/5/trump-says-regime-change-in-cuba-is-question-of-time-after-iran) U.S. action against Cuba could follow Iran war. Afghans [rally](https://www.barrons.com/news/afghans-rally-against-pakistan-and-civilian-casualties-f3c9cd38) in border provinces as fighting with Pakistan displaces tens of thousands. Sudanese army [retakes](https://sudantribune.com/article/311381) strategic city, shelling [continues](https://x.com/BSonblast/status/2029782198916980846) in Kordofan. Islamist militants [kill](https://www.reuters.com/world/africa/islamist-militants-kill-14-nigerian-soldiers-borno-state-sources-say-2026-03-05/) at least 14 Nigerian soldiers in attacks on army bases. Landslide at Rubaya coltan mine in eastern Congo [kills](https://x.com/DropSiteNews/status/2029759172212855167) more than 200. Iran war [postpones](https://apnews.com/article/russia-ukraine-war-drones-iran-5cafbae5d360a44c4502b69647269037) new round of Russia-Ukraine peace talks.* **From Drop Site: Drop Site [reports](https://www.dropsitenews.com/p/pakistan-afghanistan-border-war-taliban-durand-line) on the Afghanistan-Pakistan war. Drop Site on the Hill asks lawmakers about the [War Powers Act](https://x.com/ryangrim/status/2029673369424089462) and the [role of special interests](https://x.com/DropSiteNews/status/2029652303678963719) in the decision to attack Iran. Commonwealth [summons](https://www.dropsitenews.com/p/commonwealth-ministerial-action-group-pakistan-prime-minister-imran-khan-social-media-crackdown) Pakistan over rule-of-law concerns and treatment of opposition.** Leqaa Kordia, a 33-year-old Palestinian woman from Paterson, New Jersey, has spent nearly a year in ICE detention in Texas after speaking out against Israel’s war in Gaza, despite an immigration judge twice ruling that she is eligible for release. Drop Site joins the IMEU Policy Project, MPower Action, Jewish Voice for Peace ACT, and the US Campaign for Palestinian Rights Action in calling for her immediate release. **The link below allows users to send emails and make calls to your member of Congress on Leqaa’s behalf:** [CALL FOR LEQAA KORDIA's RELEASE](https://actionnetwork.org/letters/tell-congress-free-leqaa-kordia-from-ice-detention?source=direct_link&referrer=group-drop-site-news&redirect=https%3A%2F%2Fgivebutter.com%2Fsupport-dropsite) **This is Drop Site Daily, our free daily news re

U.S.-Israeli bombardment of Iran enters 7th day; Hundreds of thousands displaced in Lebanon amid Israeli assault; Trump fires Noem

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *U.S. and Israeli airstrikes [pound](https://x.com/DropSiteNews/status/2029834424041287717) Iran for a seventh day. Over 3,600 civilian sites damaged in U.S.-Israeli strikes. U.S. and Israeli officials hint at escalation in coming days. Evidence grows that the U.S. is responsible for deadly strike on elementary school. President Donald Trump demands Iran’s “unconditional surrender.” Iranian strikes [hit](https://x.com/DropSiteNews/status/2029611245838475617) Bahrain. Iran [launches](https://x.com/DropSiteNews/status/2029735687071879385) attacks on Kuwait, where U.S. [suspends](https://x.com/DropSiteNews/status/2029684050592510131) embassy operations. Fighter jet [appears](https://x.com/DropSiteNews/status/2029676323245834398) to crash in Iraq. U.S. and Qatar [discuss](https://www.reuters.com/business/aerospace-defense/us-qatar-discuss-acquiring-ukrainian-drones-down-irans-shaheds-source-says-2026-03-05/) acquiring Ukrainian interceptor drones. U.S. continues to eye Kurdistan for help in war on Iran. Israeli strikes [hit](https://www.aljazeera.com/news/2026/3/5/israeli-strikes-hit-beirut-amid-threats-on-iranian-officials-in-lebanon) Beirut suburbs as bombardment intensifies across Lebanon. Mass displacement in southern suburbs of Beirut as Israeli leadership threatens destruction. IDF [says](https://x.com/DropSiteNews/status/2029659122568753211) two soldiers wounded in fighting in southern Lebanon. Hezbollah [deploys](https://www.reuters.com/business/aerospace-defense/hezbollah-elite-fighters-return-south-lebanon-fight-israeli-troops-lebanese-2026-03-05/) elite Radwan fighters to southern Lebanon. Trump again calls for a Netanyahu pardon. Trump [dumps](https://x.com/DropSiteNews/status/2029649681735717080) Noem. House [blocks](https://www.nbcnews.com/politics/congress/republican-led-house-declines-constrain-trumps-war-iran-just-senate-rcna261909) resolution that would have limited Trump’s war on Iran. Stephen Miller [calls](https://x.com/DropSiteNews/status/2029756602761310293) for military campaign against drug cartels. Trump [says](https://www.aljazeera.com/news/2026/3/5/trump-says-regime-change-in-cuba-is-question-of-time-after-iran) U.S. action against Cuba could follow Iran war. Afghans [rally](https://www.barrons.com/news/afghans-rally-against-pakistan-and-civilian-casualties-f3c9cd38) in border provinces as fighting with Pakistan displaces tens of thousands. Sudanese army [retakes](https://sudantribune.com/article/311381) strategic city, shelling [continues](https://x.com/BSonblast/status/2029782198916980846) in Kordofan. Islamist militants [kill](https://www.reuters.com/world/africa/islamist-militants-kill-14-nigerian-soldiers-borno-state-sources-say-2026-03-05/) at least 14 Nigerian soldiers in attacks on army bases. Landslide at Rubaya coltan mine in eastern Congo [kills](https://x.com/DropSiteNews/status/2029759172212855167) more than 200. Iran war [postpones](https://apnews.com/article/russia-ukraine-war-drones-iran-5cafbae5d360a44c4502b69647269037) new round of Russia-Ukraine peace talks.* **From Drop Site: Drop Site [reports](https://www.dropsitenews.com/p/pakistan-afghanistan-border-war-taliban-durand-line) on the Afghanistan-Pakistan war. Drop Site on the Hill asks lawmakers about the [War Powers Act](https://x.com/ryangrim/status/2029673369424089462) and the [role of special interests](https://x.com/DropSiteNews/status/2029652303678963719) in the decision to attack Iran. Commonwealth [summons](https://www.dropsitenews.com/p/commonwealth-ministerial-action-group-pakistan-prime-minister-imran-khan-social-media-crackdown) Pakistan over rule-of-law concerns and treatment of opposition.** Leqaa Kordia, a 33-year-old Palestinian woman from Paterson, New Jersey, has spent nearly a year in ICE detention in Texas after speaking out against Israel’s war in Gaza, despite an immigration judge twice ruling that she is eligible for release. Drop Site joins the IMEU Policy Project, MPower Action, Jewish Voice for Peace ACT, and the US Campaign for Palestinian Rights Action in calling for her immediate release. **The link below allows users to send emails and make calls to your member of Congress on Leqaa’s behalf:** [CALL FOR LEQAA KORDIA's RELEASE](https://actionnetwork.org/letters/tell-congress-free-leqaa-kordia-from-ice-detention?source=direct_link&referrer=group-drop-site-news&redirect=https%3A%2F%2Fgivebutter.com%2Fsupport-dropsite) **This is Drop Site Daily, our free daily news re

Death toll in Iran tops 1,000; Trump weighs arming Kurdish forces to attack Iran; Israel orders mass displacement of all of southern Lebanon

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *The U.S. and Israel have now killed more than 1,000 Iranian people. CENTCOM reports hitting 2,000 targets, and War Secretary Pete Hegseth announces sinking an Iranian submarine. Israel [says](https://x.com/DropSiteNews/status/2028871872012599539) it struck the Assembly of Experts, though Iran says the building was not being used at the time. Iranian drones hit [central Israel](https://x.com/DropSiteNews/status/2028864688058925231), [Gulf countries](https://x.com/DropSiteNews/status/2028934891673411790), and U.S. targets, including the consulate and [CIA station](https://x.com/DropSiteNews/status/2028965785297617348) in Saudi Arabia and a THAAD missile interception [radar system](https://x.com/DropSiteNews/status/2028865847897337885). NATO shoots down missile headed toward Turkey. UAE and Qatar [deny](https://x.com/DropSiteNews/status/2028869006761902305) role in attacks on Iran. The U.S. will [cover](https://x.com/DropSiteNews/status/2028952961062260950) shipping losses in the Gulf, President Donald Trump says. U.S. [weighing](https://edition.cnn.com/2026/03/03/politics/cia-arming-kurds-iran) plan to arm Kurdish forces against Iran. Israel orders mass displacement of all of southern Lebanon. Hezbollah declares “open war.” [Raids](https://www.wafa.ps/news/2026/3/3/%D9%85%D9%82%D8%A7%D9%88%D9%85%D8%A9-%D8%A7%D9%84%D8%AC%D8%AF%D8%A7%D8%B1-%D9%88%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D9%8A%D8%B7%D8%A7%D9%86-1965-%D8%A7%D8%B9%D8%AA%D8%AF%D8%A7%D8%A1-%D9%86%D9%81%D8%B0%D9%87%D8%A7-%D8%A7%D9%84%D8%AC%D9%8A%D8%B4-%D9%88%D8%A7%D9%84%D9%85%D8%B3%D8%AA%D8%B9%D9%85%D8%B1%D9%88%D9%86-%D9%81%D9%8A-%D8%B4%D8%A8%D8%A7%D8%B7-143254) across the occupied West Bank. James Talarico wins Texas Democratic Senate primary against Rep. Jasmine Crocket. Roy Cooper and Michael Whatley [win](https://www.nbcnews.com/politics/2026-election/cooper-whatley-north-carolina-senate-primary-wins-election-race-rcna259989) primaries in pivotal North Carolina Senate race. Nida Allam seeks recount in North Carolina Democratic primary. Homeland Security Secretary Kristi Noem [defends](https://migrantinsider.com/p/watch-gop-senators-cook-kristi-noem) immigration crackdown at Senate hearing. U.S. reportedly [prepares](https://x.com/DropSiteNews/status/2029055706490376662) draft indictment against Venezuelan President Delcy Rodríguez. U.S. [launches](https://www.nytimes.com/2026/03/03/us/politics/us-ecuador-trump-military-operations.html?unlocked_article_code=1.QlA.fOhh.0RAzVioUnLQg) military operations against “narco-trafficking” with Ecuador. Cuban tanker [cleared](https://x.com/DropSiteNews/status/2029016564284998041) to load LPG in Venezuela. Pakistan-Afghanistan war [continues](https://apnews.com/article/pakistan-afghanistan-fighting-ground-attacks-military-posts-e057780413f84b222c2fe30b3cbcf172) as civilian deaths rise. West African bloc plans activation of regional standby force to fight armed groups.* Leqaa Kordia, a 33-year-old Palestinian woman from Paterson, New Jersey, has spent nearly a year in ICE detention in Texas after speaking out against Israel’s war in Gaza, despite an immigration judge twice ruling that she is eligible for release. Drop Site joins the IMEU Policy Project, MPower Action, Jewish Voice for Peace ACT, and the US Campaign for Palestinian Rights Action in calling for her immediate release. **The link below allows users to send emails and make calls to your member of Congress on Leqaa’s behalf:** [CALL FOR LEQAA KORDIA's RELEASE](https://actionnetwork.org/letters/tell-congress-free-leqaa-kordia-from-ice-detention?source=direct_link&referrer=group-drop-site-news&redirect=https%3A%2F%2Fgivebutter.com%2Fsupport-dropsite) **This is Drop Site Daily, our free daily news recap.** We send it Monday through Friday. [](https://substackcdn.com/image/fetch/$s_!6bYo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2a2a9cd7-b8f2-4135-accd-7874c6c5cd20_6110x4105.jpeg) An Iranian man walks through the area targeted in U.S.-Israeli attacks in Tehran, Iran, on March 4, 2026. Photo by Morteza Nikoubazl/NurPhoto via Getty Images. [Subscribe now](https://www

Death toll in Iran tops 1,000; Trump weighs arming Kurdish forces to attack Iran; Israel orders mass displacement of all of southern Lebanon

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *The U.S. and Israel have now killed more than 1,000 Iranian people. CENTCOM reports hitting 2,000 targets, and War Secretary Pete Hegseth announces sinking an Iranian submarine. Israel [says](https://x.com/DropSiteNews/status/2028871872012599539) it struck the Assembly of Experts, though Iran says the building was not being used at the time. Iranian drones hit [central Israel](https://x.com/DropSiteNews/status/2028864688058925231), [Gulf countries](https://x.com/DropSiteNews/status/2028934891673411790), and U.S. targets, including the consulate and [CIA station](https://x.com/DropSiteNews/status/2028965785297617348) in Saudi Arabia and a THAAD missile interception [radar system](https://x.com/DropSiteNews/status/2028865847897337885). NATO shoots down missile headed toward Turkey. UAE and Qatar [deny](https://x.com/DropSiteNews/status/2028869006761902305) role in attacks on Iran. The U.S. will [cover](https://x.com/DropSiteNews/status/2028952961062260950) shipping losses in the Gulf, President Donald Trump says. U.S. [weighing](https://edition.cnn.com/2026/03/03/politics/cia-arming-kurds-iran) plan to arm Kurdish forces against Iran. Israel orders mass displacement of all of southern Lebanon. Hezbollah declares “open war.” [Raids](https://www.wafa.ps/news/2026/3/3/%D9%85%D9%82%D8%A7%D9%88%D9%85%D8%A9-%D8%A7%D9%84%D8%AC%D8%AF%D8%A7%D8%B1-%D9%88%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D9%8A%D8%B7%D8%A7%D9%86-1965-%D8%A7%D8%B9%D8%AA%D8%AF%D8%A7%D8%A1-%D9%86%D9%81%D8%B0%D9%87%D8%A7-%D8%A7%D9%84%D8%AC%D9%8A%D8%B4-%D9%88%D8%A7%D9%84%D9%85%D8%B3%D8%AA%D8%B9%D9%85%D8%B1%D9%88%D9%86-%D9%81%D9%8A-%D8%B4%D8%A8%D8%A7%D8%B7-143254) across the occupied West Bank. James Talarico wins Texas Democratic Senate primary against Rep. Jasmine Crocket. Roy Cooper and Michael Whatley [win](https://www.nbcnews.com/politics/2026-election/cooper-whatley-north-carolina-senate-primary-wins-election-race-rcna259989) primaries in pivotal North Carolina Senate race. Nida Allam seeks recount in North Carolina Democratic primary. Homeland Security Secretary Kristi Noem [defends](https://migrantinsider.com/p/watch-gop-senators-cook-kristi-noem) immigration crackdown at Senate hearing. U.S. reportedly [prepares](https://x.com/DropSiteNews/status/2029055706490376662) draft indictment against Venezuelan President Delcy Rodríguez. U.S. [launches](https://www.nytimes.com/2026/03/03/us/politics/us-ecuador-trump-military-operations.html?unlocked_article_code=1.QlA.fOhh.0RAzVioUnLQg) military operations against “narco-trafficking” with Ecuador. Cuban tanker [cleared](https://x.com/DropSiteNews/status/2029016564284998041) to load LPG in Venezuela. Pakistan-Afghanistan war [continues](https://apnews.com/article/pakistan-afghanistan-fighting-ground-attacks-military-posts-e057780413f84b222c2fe30b3cbcf172) as civilian deaths rise. West African bloc plans activation of regional standby force to fight armed groups.* Leqaa Kordia, a 33-year-old Palestinian woman from Paterson, New Jersey, has spent nearly a year in ICE detention in Texas after speaking out against Israel’s war in Gaza, despite an immigration judge twice ruling that she is eligible for release. Drop Site joins the IMEU Policy Project, MPower Action, Jewish Voice for Peace ACT, and the US Campaign for Palestinian Rights Action in calling for her immediate release. **The link below allows users to send emails and make calls to your member of Congress on Leqaa’s behalf:** [CALL FOR LEQAA KORDIA's RELEASE](https://actionnetwork.org/letters/tell-congress-free-leqaa-kordia-from-ice-detention?source=direct_link&referrer=group-drop-site-news&redirect=https%3A%2F%2Fgivebutter.com%2Fsupport-dropsite) **This is Drop Site Daily, our free daily news recap.** We send it Monday through Friday. [](https://substackcdn.com/image/fetch/$s_!6bYo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2a2a9cd7-b8f2-4135-accd-7874c6c5cd20_6110x4105.jpeg) An Iranian man walks through the area targeted in U.S.-Israeli attacks in Tehran, Iran, on March 4, 2026. Photo by Morteza Nikoubazl/NurPhoto via Getty Images. [Subscribe now](https://www

Iranian death toll rises to 550+; Israel threatens invasion of Lebanon after Hezbollah strikes; 3 U.S. warplanes down in Kuwait

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *Heavy bombing of Iran as war enters its third day. Strikes kill major Iranian leaders. Mass civilian casualties as Israel and the U.S. strike in the center of Tehran. Medical facilities in Tehran and Ahvaz damaged, and Iran says a nuclear facility was attacked. U.S. strikes across Iran include attack drones for the first time. Iran retaliates with major offensive against Israel and U.S. bases and military sites across the Gulf, and in Cyprus. Four U.S. service members killed. Three U.S. fighter jets shot down; Iran claims it downed at least one, while U.S. says it was friendly fire. At least ten killed at demonstration at U.S. consulate in Karachi. Oil facilities attacked, prices soar. President Donald Trump’s estimate of the length of the war shifts from “days” to “weeks.” Top Iranian officials signal Iran’s willingness to fight, defend retaliation. U.S. and Israel burning through munitions. China backs Iran’s self-defense.* *Israel pounds Lebanon, killing 31, after Hezbollah fires rockets.Lebanon’s prime minister demands ban on Hezbollah operations.* *Israel uses Iran war as a pretext to halt already limited aid to Gaza. Israel blocks movement in the West Bank.* *Congress to vote on War Powers Resolution. Sen. Tim Kaine, on the Senate Foreign Relations Committee, says no imminent threat justified war with Iran. Rashida Tlaib, AOC denounce U.S.–Israeli strikes and call for Congress to act. First anti-war ad of the midterm election cycle. Dark money–funded think tanks pushed regime change. Sen. Bernie Sanders unveils billionaire tax.* *169 killed in attacks in South Sudan. Afghanistan says it fired on Pakistani jets as border fighting intensifies. Russian tanker bound for Cuba is drifting in the North Atlantic. Argentine Senate approves Javier Milei’s anti-labor reform.* **In case you missed it, Drop Site’s weekend [coverage of the Iran war](https://www.dropsitenews.com/t/iran):** * **[Iran Prepared for an Existential War. How Much Are Trump and Israel Willing to Gamble?](https://www.dropsitenews.com/p/iran-war-trump-israel-khamenei-assassination-retaliation-gulf-states)** * **[After a Sports Hall in Iran Was Bombed, Witnesses Describe Chaos and “Continuous Screaming”](https://www.dropsitenews.com/p/iran-lamerd-sports-hall-teenage-girls-killed-us-israel-war)** * **[“Small Children Who Knew Nothing of Politics or Wars”](https://www.dropsitenews.com/p/iran-minab-elementary-girls-school-bombing-schoolgirls-killed-us-israel-war)** * **[As Trump Launches “Massive” Regime Change War, Iran Strikes Back at U.S. Bases and Vows Not to Capitulate](https://www.dropsitenews.com/p/trump-launches-regime-change-war-iran-vows-strike-back-israel-gulf-bases)** **This is Drop Site Daily, our free daily news recap.** We send it Monday through Friday. [Subscribe now](https://www.dropsitenews.com/subscribe?) [](https://substackcdn.com/image/fetch/$s_!_rBH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05dd801a-41e2-4471-a2a0-5f6a359c3d86_5577x3335.jpeg) A general view of Tehran with smoke visible in the distance after explosions were reported in the city, on March 02, 2026 in Tehran, Iran. Photo by Contributor/Getty Images. War on Iran =========== * **Heavy bombing of Iran as war enters its third day:** Multiple airstrikes hit Tehran on Monday as the U.S.-Israeli war on Iran expands. Tehran’s streets have been largely deserted with people sheltering during airstrikes. On Sunday, the Israeli military launched a new wave of attacks targeting what it [described](https://x.com/DropSiteNews/status/2028116934479270061) as the “heart of Tehran,” with the Associated Press reporting a major explosion near a police headquarters, a state television building, the Revolutionary Court, and a Defense Ministry building. Al Jazeera said an army hospital and other government sites were also struck. Also on Sunday, Mehr News Agency [reported](https://x.com/DropSiteNews/status/2028291537692414403) that 20 people were killed in a strike on Niloufar Square, a densely populated residential and commercial area in Tehran’s District 7. * **Strikes kill maj

Iranian death toll rises to 550+; Israel threatens invasion of Lebanon after Hezbollah strikes; 3 U.S. warplanes down in Kuwait

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *Heavy bombing of Iran as war enters its third day. Strikes kill major Iranian leaders. Mass civilian casualties as Israel and the U.S. strike in the center of Tehran. Medical facilities in Tehran and Ahvaz damaged, and Iran says a nuclear facility was attacked. U.S. strikes across Iran include attack drones for the first time. Iran retaliates with major offensive against Israel and U.S. bases and military sites across the Gulf, and in Cyprus. Four U.S. service members killed. Three U.S. fighter jets shot down; Iran claims it downed at least one, while U.S. says it was friendly fire. At least ten killed at demonstration at U.S. consulate in Karachi. Oil facilities attacked, prices soar. President Donald Trump’s estimate of the length of the war shifts from “days” to “weeks.” Top Iranian officials signal Iran’s willingness to fight, defend retaliation. U.S. and Israel burning through munitions. China backs Iran’s self-defense.* *Israel pounds Lebanon, killing 31, after Hezbollah fires rockets. Lebanon’s prime minister demands ban on Hezbollah operations.* *Israel uses Iran war as a pretext to halt already limited aid to Gaza. Israel blocks movement in the West Bank.* *Congress to vote on War Powers Resolution. Sen. Tim Kaine, on the Senate Foreign Relations Committee, says no imminent threat justified war with Iran. Rashida Tlaib, AOC denounce U.S.–Israeli strikes and call for Congress to act. First anti-war ad of the midterm election cycle. Dark money–funded think tanks pushed regime change. Sen. Bernie Sanders unveils billionaire tax.* *169 killed in attacks in South Sudan. Afghanistan says it fired on Pakistani jets as border fighting intensifies. Russian tanker bound for Cuba is drifting in the North Atlantic. Argentine Senate approves Javier Milei’s anti-labor reform.* **In case you missed it, Drop Site’s weekend [coverage of the Iran war](https://www.dropsitenews.com/t/iran):** **[Iran Prepared for an Existential War. How Much Are Trump and Israel Willing to Gamble?](https://www.dropsitenews.com/p/iran-war-trump-israel-khamenei-assassination-retaliation-gulf-states)** **[After a Sports Hall in Iran Was Bombed, Witnesses Describe Chaos and “Continuous Screaming”](https://www.dropsitenews.com/p/iran-lamerd-sports-hall-teenage-girls-killed-us-israel-war)** **[“Small Children Who Knew Nothing of Politics or Wars”](https://www.dropsitenews.com/p/iran-minab-elementary-girls-school-bombing-schoolgirls-killed-us-israel-war)** **[As Trump Launches “Massive” Regime Change War, Iran Strikes Back at U.S. Bases and Vows Not to Capitulate](https://www.dropsitenews.com/p/trump-launches-regime-change-war-iran-vows-strike-back-israel-gulf-bases)** **This is Drop Site Daily, our free daily news recap.** We send it Monday through Friday. [Subscribe now](https://www.dropsitenews.com/subscribe?) [](https://substackcdn.com/image/fetch/$s_!_rBH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05dd801a-41e2-4471-a2a0-5f6a359c3d86_5577x3335.jpeg) A general view of Tehran with smoke visible in the distance after explosions were reported in the city, on March 02, 2026 in Tehran, Iran. Photo by Contributor/Getty Images. # War on Iran **Heavy bombing of Iran as war enters its third day:** Multiple airstrikes hit Tehran on Monday as the U.S.-Israeli war on Iran expands. Tehran’s streets have been largely deserted with people sheltering during airstrikes. On Sunday, the Israeli military launched a new wave of attacks targeting what it [described](https://x.com/DropSiteNews/status/2028116934479270061) as the “heart of Tehran,” with the Associated Press reporting a major explosion near a police headquarters, a state television building, the Revolutionary Court, and a Defense Ministry building. Al Jazeera said an army hospital and other government sites were also struck. Also on Sunday, Mehr News Agency [reported](https://x.com/DropSiteNews/status/2028291537692414403) that 20 people were killed in a strike on Niloufar Square, a densely populated residential and commercial area in Tehran’s District 7. **Strikes kill major Iranian leader

Pakistan and Afghanistan declare “open war”; Ellison’s Paramount poised to acquire Warner Bros for $111B; Mamdani to Trump: Let's Build

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *Israeli airstrikes [hit](https://www.aljazeera.com/news/2026/2/27/israeli-attacks-on-police-sites-kill-five-in-southern-central-gaza) two police stations in Gaza. Fourteen-year-old Palestinian [shot](https://x.com/DropSiteNews/status/2027145118214422813) by IDF at close range and denied medical care, BBC report shows. Iran and the United States [conclude](https://x.com/DropSiteNews/status/2027052034239729762) talks in Geneva. The U.S. State Department authorizes departure of non-emergency U.S. government personnel from Israel. Vice President JD Vance will [meet](https://x.com/DropSiteNews/status/2027217267046412726) the Omani foreign minister in Washington. Hillary Clinton [denies](https://www.nytimes.com/2026/02/26/us/politics/hillary-clinton-epstein-deposition-lauren-boebert.html?unlocked_article_code=1.PFA.rdCY.dW4vY747GQwi) ties to Jeffrey Epstein in House deposition. House Democrats will [force](https://x.com/DropSiteNews/status/2027076098668757049) a vote on Khanna-Massie Iran War Powers Resolution. NYC Mayor Zohran Mamdani [meets](https://x.com/DropSiteNews/status/2027250493592842271) President Donald Trump for a second time. DHS agents [detain](https://x.com/DropSiteNews/status/2027040921380884539) a student after entering Columbia dormitory in search of a “missing child”; Mamdani secures her release. The United States [plans](https://www.reuters.com/world/us-aims-bring-4500-white-south-africans-per-month-refugees-document-says-2026-02-26/) to take in up to 4,500 white South African refugees per month. Paramount poised to acquire Warner Bros after Netflix walks away from the deal. Family of Francesca Albanese sues over U.S. sanctions. U.S. military laser [downs](https://apnews.com/article/military-laser-border-drone-texas-airport-55aaab7093f7d6dd174f909f3875001c) Border Patrol drone in Texas. Labor leaders [press](https://www.nbcnews.com/politics/2026-election/unions-chuck-schumer-democratic-leaders-maine-senate-primary-rcna260797) Democrats to drop their support for Janet Mills. Israeli air strikes [kill](https://x.com/DropSiteNews/status/2027078557076488590) teenager in Lebanon’s Bekaa Valley. Pakistan and Afghanistan [enter](https://x.com/DropSiteNews/status/2027226588635390270) “open war.” Cuba [says](https://x.com/DropSiteNews/status/2027152512566902809) it alerted United States to alleged armed infiltration attempt. Israeli forces [enter](https://www.aljazeera.com/news/2026/2/26/israel-carries-out-military-incursion-into-syrias-quneitra-in-the-golan) Syria’s Quneitra province. Thousands displaced by RSF attacks in western Darfur. President Paul Kagame [lobbied](https://x.com/DropSiteNews/status/2027294244608639376) Senator Lindsey Graham over stalled Rwanda sanctions. Turkey and United States are reportedly [negotiating](https://defence-industry.eu/turkey-reportedly-weighs-500-billion-u-s-energy-deal-linked-to-potential-f-35-lightning-ii-fighter-purchase/#google_vignette) an energy-for-defense framework tied to F-35s. Zelenskyy [discusses](https://www.aljazeera.com/news/2026/2/26/us-ukraine-to-meet-in-geneva-as-russia-attacks-kyiv-with-missiles-drones) more U.S.-brokered talks. Hannah Spencer [wins](https://x.com/DropSiteNews/status/2027261211746652247) Gorton and Denton by-election in an upset over Labour.* **New from Drop Site: Palantir’s AI is already playing a [major role](https://www.dropsitenews.com/p/palantir-ai-gaza-humanitarian-aid-cmcc-srs-ngos-banned-israel) in tracking Gaza aid deliveries. Argentinian workers [fight](https://www.dropsitenews.com/p/argentina-javier-milei-labor-reform-worker-rights-roll-back) a bill that strips workers of protections.** **This is Drop Site Daily, our free daily news recap.** We send it Monday through Friday. [Subscribe now](https://www.dropsitenews.com/subscribe?) [](https://substackcdn.com/image/fetch/$s_!jQQf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdea00e8c-714f-4efd-aad2-9b5bcdd09281_5047x3365.jpeg) A Pakistani soldier stands guard at the Pakistan-Afghanistan border in Chaman on February 27, 2026, following overnight cross-border firing between th

Pakistan and Afghanistan declare “open war”; Ellison’s Paramount poised to acquire Warner Bros for $111B; Mamdani to Trump: Let's Build

[](https://substackcdn.com/image/fetch/$s_!opWu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e96de2b-fd20-4975-87db-5aaaa710e336_1456x609.webp) *Israeli airstrikes [hit](https://www.aljazeera.com/news/2026/2/27/israeli-attacks-on-police-sites-kill-five-in-southern-central-gaza) two police stations in Gaza. Fourteen-year-old Palestinian [shot](https://x.com/DropSiteNews/status/2027145118214422813) by IDF at close range and denied medical care, BBC report shows. Iran and the United States [conclude](https://x.com/DropSiteNews/status/2027052034239729762) talks in Geneva. The U.S. State Department authorizes departure of non-emergency U.S. government personnel from Israel. Vice President JD Vance will [meet](https://x.com/DropSiteNews/status/2027217267046412726) the Omani foreign minister in Washington. Hillary Clinton [denies](https://www.nytimes.com/2026/02/26/us/politics/hillary-clinton-epstein-deposition-lauren-boebert.html?unlocked_article_code=1.PFA.rdCY.dW4vY747GQwi) ties to Jeffrey Epstein in House deposition. House Democrats will [force](https://x.com/DropSiteNews/status/2027076098668757049) a vote on Khanna-Massie Iran War Powers Resolution. NYC Mayor Zohran Mamdani [meets](https://x.com/DropSiteNews/status/2027250493592842271) President Donald Trump for a second time. DHS agents [detain](https://x.com/DropSiteNews/status/2027040921380884539) a student after entering Columbia dormitory in search of a “missing child”; Mamdani secures her release. The United States [plans](https://www.reuters.com/world/us-aims-bring-4500-white-south-africans-per-month-refugees-document-says-2026-02-26/) to take in up to 4,500 white South African refugees per month. Paramount poised to acquire Warner Bros after Netflix walks away from the deal. Family of Francesca Albanese sues over U.S. sanctions. U.S. military laser [downs](https://apnews.com/article/military-laser-border-drone-texas-airport-55aaab7093f7d6dd174f909f3875001c) Border Patrol drone in Texas. Labor leaders [press](https://www.nbcnews.com/politics/2026-election/unions-chuck-schumer-democratic-leaders-maine-senate-primary-rcna260797) Democrats to drop their support for Janet Mills. Israeli air strikes [kill](https://x.com/DropSiteNews/status/2027078557076488590) teenager in Lebanon’s Bekaa Valley. Pakistan and Afghanistan [enter](https://x.com/DropSiteNews/status/2027226588635390270) “open war.” Cuba [says](https://x.com/DropSiteNews/status/2027152512566902809) it alerted United States to alleged armed infiltration attempt. Israeli forces [enter](https://www.aljazeera.com/news/2026/2/26/israel-carries-out-military-incursion-into-syrias-quneitra-in-the-golan) Syria’s Quneitra province. Thousands displaced by RSF attacks in western Darfur. President Paul Kagame [lobbied](https://x.com/DropSiteNews/status/2027294244608639376) Senator Lindsey Graham over stalled Rwanda sanctions. Turkey and United States are reportedly [negotiating](https://defence-industry.eu/turkey-reportedly-weighs-500-billion-u-s-energy-deal-linked-to-potential-f-35-lightning-ii-fighter-purchase/#google_vignette) an energy-for-defense framework tied to F-35s. Zelenskyy [discusses](https://www.aljazeera.com/news/2026/2/26/us-ukraine-to-meet-in-geneva-as-russia-attacks-kyiv-with-missiles-drones) more U.S.-brokered talks. Hannah Spencer [wins](https://x.com/DropSiteNews/status/2027261211746652247) Gorton and Denton by-election in an upset over Labour.* **New from Drop Site: Palantir’s AI is already playing a [major role](https://www.dropsitenews.com/p/palantir-ai-gaza-humanitarian-aid-cmcc-srs-ngos-banned-israel) in tracking Gaza aid deliveries. Argentinian workers [fight](https://www.dropsitenews.com/p/argentina-javier-milei-labor-reform-worker-rights-roll-back) a bill that strips workers of protections.** **This is Drop Site Daily, our free daily news recap.** We send it Monday through Friday. [Subscribe now](https://www.dropsitenews.com/subscribe?) [](https://substackcdn.com/image/fetch/$s_!jQQf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdea00e8c-714f-4efd-aad2-9b5bcdd09281_5047x3365.jpeg) A Pakistani soldier stands guard at the Pakistan-Afghanistan border in Chaman on February 27, 2026, following overnight cross-border firing between th