akex
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akex retweetledi

Big Server update, we have migrated from supabase to our own in-house, self-hosted server. These are some of the updates that were done and pushed to production
1.Dialectical Detection
- ESL/misspelling support: verif\w* catches "verified", "verifying", "verifiy", "varify" etc.
- Added "factual", "credible", "reliable", "valid", "verified" to the "is this ___?" patterns
- "please" = a request: If someone says "please" while tagging the bot, they're asking for something
- "this news/tweet/post/claim": Catches "please verified this news" style phrases
- "already" guard: "already verified it" = reporting past action, not a request
- "confirmed this?": Question form treated as request, but "confirmed it wasn't true" correctly skipped
- CJK question patterns: Added 真假?, 真的嗎? etc. to analysis request patterns
2. Explicit Mention Detection Fixes
- Expanded analysis request patterns: Added "factual", "credible", misspellings ("verifiy", "varify"), "please", "can you", "pls/plz", CJK patterns
- "this news/tweet/post" recognized as analysis request even with 4+ leading mentions
- Prevents false "Auto-added mention" skips when users clearly want analysis
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akex retweetledi

Team Updates, you will now see a massive increase in performance of the twitter agent, especially the speed of the replies:
1. FetchEvidence Improvements
- Better headers: Added Referer, Accept-Language, Cache-Control, Connection
- Timeout bump: Main enrichment in dialectical the dialectical verification increased from
3000ms to 5000ms
- Page content cache: 30-min TTL, avoids re-fetching same URL across claims in the same session (prevents "slop")
2. GDELT Proxy + Rate Limiter
- Cloudflare Worker deployed to IP-level GDELT blocks, this is for (on time real world events)
- Sequential rate limiter: All GDELT requests serialized with 10s minimum gap
- Circuit breaker updated
- No retries: Single attempt per queued slot to prevent flooding
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akex retweetledi

Strong Social Proof for $TRUTH
@TrueSourceBot, the official AI fact-checker of @TrueSourceSol, is already beating all 8 winners of the @pumpspotlight Build In Public Hackathon 2026, including the current #1 by 34 followers.
TrueSourceSol is also competing in the hackathon itself.
Here’s the direct comparison:
• @TrueSourceBot → 7,144 followers
• @codecopenflow → 7,110
• @zauthx402 → 5,672
• @dexteraisol → 4,772
• @pumpcade → 4,753
• @clawpumptech → 3,650
• @opalbotgg → 2,235
• @BloxApi → 1,863
• @cludeproject → 846
On top of that:
• Accepted into NVIDIA Inception
• Satellite integration + supports 12+ languages
• 5 major partnerships with results expected soon (Google Cloud, 0G, GitLab, Mozilla, PearX)
The goal is clear: become the next Grok.
Timing is perfect : Grok is now premium-only, leaving a huge gap for a free, reliable fact-checker.
$TRUTH is still micro and early.
CA : 4EPRQUaecF5kvdcykiw3S3zXpuY5sdU7xyb9CUM7pump
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akex retweetledi

We keep building regardless of price. Here’s what we shipped:
1. Faster + smarter results
- Cut unnecessary data requests by over 90%
- Only pulls extra sources when actually needed
- Less duplication, cleaner answers
2. More reliable answers
- Fixed errors that caused missing or broken results
- Better handling of edge cases (especially with videos + sources)
3. Better real-time coverage
- Improved how we track breaking news globally
- More stable + consistent updates during live events
4. Performance upgrades
- Faster responses
- Smarter caching (less waiting, more accuracy)
- Reduced noise and system clutter
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akex retweetledi

Monitors dashboard for B2B flow complete, Revenue Flywheel begins:
truesource.app/monitors
specific utilities within the B2B dashboard :
-Keyword & brand monitoring with claim verification
-Evidence packs for rapid crisis response
-Daily email digests with verified/debunked claims
-Historical claim tracking and trend analysis
-Real-time credibility scores for 10,000+ domains
-Political bias ratings (Left to Right spectrum)
-Ownership chain transparency (who owns the outlet)
-API integration for DSPs and verification platforms
the 10k+ sources are all integrated from the training from the true source agent, directly within the B2B dashboard
For Compliance Verification
-Material claim detection on social media
-Automated fact-checking against public records
-Audit trail for compliance documentation
-Integration with existing archival tools (Smarsh, Global Relay)
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Everton have built all 3 stadiums in this photo
The Extreme Football Enthusiast@ExtremeFootbal4
I think we can all relate!
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akex retweetledi

If you’re in $TRUTH, you should be in the Telegram group.
The next Grok is in the making !
t.me/+Zd44RVpxuR0wN…
x.com/TrueSourceSol/…
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