اکنون در دسترس! پژوهش تلگرام ۲۰۲۵ — مهمترین بینشهای سال 
Alpha Batcher
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پستهای کانال
Andrej Karpathy on LLM culture:
"in the simplest case, it would be a giant scratch pad that the LLM can edit"
The Familiar article below is that idea built with Kimi Work and markdown
The setup worth stealing:
https://x.com/alphabatcher/status/2065902604383887602
| 2 | Early 👀
x.com/Collabraze_ | 1 997 |
| 3 |  +1A single /goal made his internet faster.
The prompt was simple:
"Make my network faster. Done means before/after speed tests, latency checks, DNS timing, packet loss, MTU, and a summary of what changed."
Codex turned that into a machine audit:
https://x.com/alphabatcher/status/2057986688035536925 | 1 850 |
| 4 |  1,247 GitHub stars does not make an AI tool safe to run.
Before installing a random Claude Code tool, MCP server, Cursor plugin, or agent repo, spend 5 minutes here:
https://x.com/alphabatcher/status/2055725622165745976 | 1 996 |
| 5 | Moni is one of the few crypto communities where the receipts are visible.
April report had:
> 70+ tokens brought
> 35+ alpha reports
> 150 early projects spotted
> 5+ airdrop guides
> 10+ market team thoughts
Lifetime access closes at $469 TODAY.
After that it’s Alpha plan or NFT only.
Grab your spot until it's gone: https://discord.gg/BD6FKBhbaH | 1 846 |
| 6 | Opus 4.7 just changed how we talk to AI and most people are about to pay a massive ambiguity tax
> Every vague prompt is now directly priced into your token spend
> Anthropic removed the temperature and top_p knobs to enforce absolute precision
> Adaptive thinking means the model spends more reasoning tokens if your intent is fuzzy
> Task budgets will cut off your agent mid-loop if you don't define success criteria
The era of throwing a lazy prompt at an agent and praying is officially over
You either describe your logic with absolute rigor or you watch your budget burn for zero results
Details: https://x.com/the_smart_ape/status/2045070676063649908 | 1 976 |
| 7 | Full-cycle guide to start your own AI Agency (From $0 To $10K/mo)
x.com/i/status/2043579325287735518
It took me hours to write this banger, enjoy reading 🙂
your likes and reposts are appreciated ☺️ | 2 122 |
| 8 |  Starter setup for building a TikTok AI character channel:
> Claude - writes every script, hook, ragebait, and Kling prompts
> Nano Banana Pro - generate static character images per scene
> Kling 3.0 - animate static images into 5-second clips
> ElevenLabs v3 - voiceover per scene, diamond gym energy
> CapCut - sync audio, hook cuts, effects, export 9:16
> TokScript - download transcripts from viral videos to train Claude
> iProyal - ISP proxy for US-targeted account setup
> Shadowrocket - proxy routing on iPhone ($3)
> AffiliateNetwork - $1-3 per 1,000 views from brand campaigns
> IPQualityScore - verify your IP is clean before creating account
The full system character design Claude training Kling prompts and monetization setup is in the article below 👇
x.com/sammgrowth/status/2042642443363889501 | 2 033 |
| 9 |  7 Claude features that are already in your plan
1. Projects
custom instructions + context that stay permanently Claude knows who you are before you type a word
2. Extended Thinking
a toggle that makes Claude actually reason before answering noticeably better output for anything complex
3. Code Execution
Claude doesn't just write code, it runs it drop a CSV, get charts and analysis right in the chat
4. Artifacts
Claude builds interactive tools, calculators, apps live preview in the sidebar, shareable link included
5. Memory
turned off by default enable it in Settings → Memory and Claude remembers your preferences across every session
6. File Uploads
PDFs, spreadsheets, decks, contracts just upload, don't copy-paste ever again
7. Vision
paste any screenshot or image directly Claude reads it, analyzes it, works with it
all of this is already in your plan. you just have to turn it on | 1 712 |
